Are we tiny?#

gptme is intended to be small and simple, and focus on doing the right thing in the right way, rather than all the things in all the ways.

The benefits of this approach are many:

  • It is easier to understand and maintain.

  • It is easier to contribute to.

  • It is easier to learn.

  • It is easier to extend.

  • It is more fun to work on.

Being aggressive about keeping things small and simple is a way to keep the project maintainable and fun to work on. The fastest way to kill a project is to make it too big and complex, and suffer burnout as a result.

Another major benefit of keeping things small and simple is that it makes it easier for AI to understand and work with the codebase. This is a major goal of the project, and it is important to keep in mind that the simpler the codebase is, the easier it will be for AI to work with it:

“The simpler your API is, the more effectively the AI can harness it when generating code.”

—Kenneth Reitz (and many others)

To that end, in this document we will present some statistics about the current state of the project, trying to be mindful to keep an eye on this page and make sure we are not growing too much.

Startup time#

$ make bench-import
make[2]: Entering directory '/home/runner/work/gptme/gptme'
Benchmarking import time for gptme
time uv run python -X importtime -m gptme --model openai --non-interactive 2>&1 | grep "import time" | cut -d'|' -f 2- | sort -n | tail -n 10
     222262 |       anthropic.lib.vertex._client
     222435 |     anthropic.lib.vertex
     222514 | gptme
     250971 |     anthropic.types
     401305 |           anthropic.types.beta
     401354 |         anthropic.types.beta.beta_message
     403802 |       anthropic.lib.middleware._fallbacks
     403983 |     anthropic.lib.middleware
    1021730 |   anthropic
    1021761 | anthropic._types

real	0m1.821s
user	0m1.582s
sys	0m0.276s
make[2]: Leaving directory '/home/runner/work/gptme/gptme'
$ make bench-startup
make[2]: Entering directory '/home/runner/work/gptme/gptme'
Benchmarking startup time for gptme
Benchmark 1: import gptme.cli.main
  Time (mean ± σ):     270.5 ms ±   2.4 ms    [User: 236.0 ms, System: 34.4 ms]
  Range (min … max):   266.7 ms … 273.3 ms    10 runs
 
Benchmark 2: gptme --help
  Time (mean ± σ):      1.582 s ±  0.065 s    [User: 1.392 s, System: 0.190 s]
  Range (min … max):    1.521 s …  1.751 s    10 runs
 
Benchmark 3: full start/exit cycle
  Time (mean ± σ):      3.229 s ±  0.035 s    [User: 3.275 s, System: 1.606 s]
  Range (min … max):    3.176 s …  3.277 s    10 runs
 
Summary
  import gptme.cli.main ran
    5.85 ± 0.25 times faster than gptme --help
   11.94 ± 0.17 times faster than full start/exit cycle
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

Lines of code#

LoC Core#

$ make cloc-core
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/*.py gptme/llm/*.py gptme/util/*.py gptme/tools/base.py gptme/tools/__init__.py gptme/hooks/__init__.py gptme/plugins/__init__.py gptme/lessons/*.py --by-file --hide-rate --quiet | tail -n +2
-----------------------------------------------------------------------------------------------
File                                                        blank        comment           code
-----------------------------------------------------------------------------------------------
gptme/llm/llm_openai.py                                       387            617           2237
gptme/util/gh.py                                              244            303           1219
gptme/llm/llm_anthropic.py                                    277            372           1216
gptme/tools/base.py                                           214            344           1067
gptme/util/review.py                                          183            336            989
gptme/llm/__init__.py                                         182            318            957
gptme/util/context.py                                         181            296            886
gptme/chat.py                                                 128            285            864
gptme/codeblock.py                                             85            405            812
gptme/tools/__init__.py                                       177            219            719
gptme/llm/openai_responses.py                                 115             69            684
gptme/lessons/installer.py                                    151            179            653
gptme/llm/llm_openai_subscription.py                          148            175            637
gptme/util/completion_verification.py                          81             28            635
gptme/util/capabilities_export.py                              60             71            560
gptme/message.py                                              139            273            523
gptme/util/prompt.py                                          104            159            478
gptme/telemetry.py                                            103             74            456
gptme/lessons/index.py                                        126            167            452
gptme/util/_telemetry.py                                      112            159            443
gptme/lessons/auto_include.py                                 108            211            436
gptme/workspace_snapshot.py                                    54             70            425
gptme/util/cost_display.py                                     81             80            406
gptme/llm/llm_openai_models.py                                  6             61            401
gptme/init.py                                                  72            122            382
gptme/llm/llm_grok_subscription.py                             95             81            381
gptme/info.py                                                  98             80            365
gptme/lessons/hybrid_matcher.py                               122            162            364
gptme/checkpoint.py                                            81             53            363
gptme/llm/local_discovery.py                                   64             35            351
gptme/sandbox.py                                               95            208            350
gptme/util/safety.py                                           57             63            330
gptme/attestation.py                                           71              2            307
gptme/llm/validate.py                                          45             64            303
gptme/plugins/__init__.py                                     101            133            295
gptme/util/reduce.py                                           73             90            294
gptme/knowledge.py                                             76            101            288
gptme/util/tool_display.py                                     36             23            273
gptme/profiles.py                                              66             68            268
gptme/anti_slop.py                                             43            112            260
gptme/llm/recovery.py                                          52             57            258
gptme/hooks/__init__.py                                        22             51            231
gptme/lessons/parser.py                                        77            124            229
gptme/util/auto_naming.py                                      67             74            226
gptme/model_attestation.py                                     63             78            223
gptme/lessons/commands.py                                      91             48            219
gptme/lessons/selector.py                                      18             21            218
gptme/util/_sound_sounddevice.py                               57             50            218
gptme/lessons/skill_events.py                                  33             26            208
gptme/util/git_worktree.py                                     42             71            204
gptme/util/sound.py                                            65             72            200
gptme/util/export.py                                           40             41            197
gptme/util/clipboard.py                                        26             19            193
gptme/prompt_queue.py                                          49             35            188
gptme/llm/responses_phase.py                                   22             29            181
gptme/util/tokens.py                                           54             76            175
gptme/llm/llm_gptme.py                                         70            125            174
gptme/circuit_breaker.py                                       49             72            171
gptme/util/cost_tracker.py                                     56             99            169
gptme/util/tool_format.py                                      48             76            169
gptme/llm/utils.py                                             56             92            165
gptme/dirs.py                                                  72            101            163
gptme/llm/_degeneration.py                                     41             74            162
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/util/__init__.py                                         34             30            156
gptme/lessons/skill_commands.py                                47             58            144
gptme/llm/request_limits.py                                    26             19            133
gptme/util/replay.py                                           42             49            129
gptme/k_best.py                                                34             40            125
gptme/util/ask_execute.py                                      26             44            116
gptme/llm/llm_openrouter_subscription.py                       35             43            113
gptme/util/redact.py                                           38            149            110
gptme/util/master_context.py                                   37             57            108
gptme/util/interrupt.py                                        46             38            107
gptme/lessons/matcher.py                                       35             47            103
gptme/util/context_measurement.py                              18             26            100
gptme/__version__.py                                           21             17             99
gptme/util/context_budget.py                                   21             53             92
gptme/constants.py                                             43             50             88
gptme/util/tree.py                                             21             15             87
gptme/util/context_savings.py                                  20              6             77
gptme/util/output_storage.py                                   31             40             76
gptme/util/generate_name.py                                     5              6             74
gptme/llm/llm_anthropic_models_deprecated.py                    5             11             70
gptme/llm/retry_abort.py                                       24             66             70
gptme/session.py                                               39             64             70
gptme/util/_sound_cmd.py                                       22             18             68
gptme/util/file_write.py                                        8             20             68
gptme/llm/retry_policy.py                                      19             24             60
gptme/util/uri.py                                              29             42             59
gptme/util/cost.py                                             20             21             55
gptme/util/history.py                                          17              7             55
gptme/credentials.py                                           16              7             53
gptme/util/context_dedup.py                                    41             93             53
gptme/util/terminal.py                                         28             23             53
gptme/llm/provider_plugins.py                                  40             37             52
gptme/status_provider.py                                       24             60             47
gptme/llm/llm_mock.py                                          16             22             41
gptme/util/file_storage.py                                     30             47             40
gptme/util/keyword_matching.py                                 35             66             39
gptme/__init__.py                                              10              4             38
gptme/util/useredit.py                                         15             18             36
gptme/util/summary.py                                           8              6             33
gptme/util/content.py                                          18             24             30
gptme/util/install.py                                          13             25             30
gptme/util/git_cmd.py                                          12             30             29
gptme/util/notification_ready.py                                9              6             29
gptme/executor.py                                              18             26             25
gptme/util/clock.py                                            13             16             25
gptme/util/conversation_ids.py                                  7              4             22
gptme/lessons/__init__.py                                       7             15             21
gptme/util/multiprompt.py                                       6              8             14
gptme/__main__.py                                               2              0             12
gptme/util/stdio.py                                             8              9             12
gptme/util/rich_text.py                                         6             10              7
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         6963           9815          31385
-----------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC LLM#

$ make cloc-llm
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/llm/*.py --by-file --hide-rate --quiet | tail -n +2
-----------------------------------------------------------------------------------------------
File                                                        blank        comment           code
-----------------------------------------------------------------------------------------------
gptme/llm/llm_openai.py                                       387            617           2237
gptme/llm/llm_anthropic.py                                    277            372           1216
gptme/llm/__init__.py                                         182            318            957
gptme/llm/openai_responses.py                                 115             69            684
gptme/llm/llm_openai_subscription.py                          148            175            637
gptme/llm/llm_openai_models.py                                  6             61            401
gptme/llm/llm_grok_subscription.py                             95             81            381
gptme/llm/local_discovery.py                                   64             35            351
gptme/llm/validate.py                                          45             64            303
gptme/llm/recovery.py                                          52             57            258
gptme/llm/responses_phase.py                                   22             29            181
gptme/llm/llm_gptme.py                                         70            125            174
gptme/llm/utils.py                                             56             92            165
gptme/llm/_degeneration.py                                     41             74            162
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/llm/request_limits.py                                    26             19            133
gptme/llm/llm_openrouter_subscription.py                       35             43            113
gptme/llm/llm_anthropic_models_deprecated.py                    5             11             70
gptme/llm/retry_abort.py                                       24             66             70
gptme/llm/retry_policy.py                                      19             24             60
gptme/llm/provider_plugins.py                                  40             37             52
gptme/llm/llm_mock.py                                          16             22             41
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         1732           2411           8808
-----------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Tools#

$ make cloc-tools
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/tools/*.py gptme/hooks/*.py gptme/plugins/*.py --by-file --hide-rate --quiet | tail -n +2
------------------------------------------------------------------------------------------
File                                                   blank        comment           code
------------------------------------------------------------------------------------------
gptme/tools/shell.py                                     400            746           2929
gptme/tools/computer.py                                  437            864           1659
gptme/hooks/workspace_agents.py                          237            153           1244
gptme/tools/base.py                                      214            344           1067
gptme/tools/convert.py                                   151            139           1004
gptme/tools/watch.py                                     144            195            997
gptme/tools/shell_background.py                          144            155            914
gptme/tools/python_kernel.py                             132            257            836
gptme/tools/chats.py                                     142            189            820
gptme/tools/mcp_adapter.py                               247            272            804
gptme/tools/_browser_playwright.py                       253            327            795
gptme/tools/__init__.py                                  177            219            719
gptme/tools/complete.py                                  111            179            715
gptme/hooks/_secret_reach.py                              50             72            711
gptme/tools/gh.py                                        146            143            709
gptme/tools/browser.py                                   281            457            696
gptme/tools/python.py                                    158            220            671
gptme/tools/shell_validation.py                          153            359            649
gptme/tools/computer_transport.py                        151            125            567
gptme/tools/tmux.py                                      103            203            559
gptme/tools/hashline_edit.py                             128            416            513
gptme/hooks/registry.py                                  102             87            503
gptme/tools/todo.py                                      117            146            475
gptme/tools/read.py                                       66            105            458
gptme/tools/lessons.py                                   121            138            452
gptme/tools/patch_many.py                                 63             82            421
gptme/tools/save.py                                       84             84            393
gptme/tools/restart.py                                    94            126            379
gptme/hooks/anomaly_watchdog.py                          137            207            370
gptme/hooks/dirty_diff.py                                 59            108            369
gptme/tools/mcp.py                                       103            103            339
gptme/hooks/cost_awareness.py                             84             81            337
gptme/tools/shell_flags.py                                60            257            315
gptme/tools/_browser_thread.py                            63             78            313
gptme/plugins/__init__.py                                101            133            295
gptme/tools/precommit.py                                  82            114            284
gptme/hooks/agents_md_inject.py                           64            121            281
gptme/tools/patch.py                                      64            108            277
gptme/plugins/security.py                                 47             76            269
gptme/tools/rag.py                                        91            148            264
gptme/hooks/elicitation.py                                95            136            262
gptme/hooks/__init__.py                                   22             51            231
gptme/hooks/aw_watcher_agent.py                           49             21            217
gptme/hooks/guardrails.py                                 69             91            203
gptme/hooks/auto_snapshots.py                             51             66            201
gptme/tools/morph.py                                      43             56            197
gptme/hooks/script.py                                     21              8            189
gptme/tools/pruner.py                                     44              0            188
gptme/hooks/_credential_output.py                         18             22            181
gptme/hooks/time_awareness.py                             50             74            180
gptme/tools/request_tool_change.py                        35             33            173
gptme/tools/shell_memory.py                               37             29            170
gptme/hooks/cache_awareness.py                           118            186            168
gptme/tools/vision.py                                     38             49            165
gptme/hooks/types.py                                      96            136            163
gptme/hooks/cli_confirm.py                                52             59            156
gptme/tools/form.py                                       42             65            148
gptme/hooks/token_awareness.py                            47             50            147
gptme/tools/elicit.py                                     40            123            138
gptme/hooks/tool_target_instructions.py                   37             47            136
gptme/hooks/injection_screening.py                        33             39            126
gptme/hooks/confirm.py                                    57             95            124
gptme/hooks/form_autodetect.py                            48             65            123
gptme/tools/recall.py                                     25             20            123
gptme/hooks/server_confirm.py                             51             59            122
gptme/tools/vent.py                                       40             67            120
gptme/plugins/registry.py                                 40             41            119
gptme/hooks/server_elicit.py                              52             56            113
gptme/tools/computer_semantic.py                          61            129            110
gptme/tools/choice.py                                     34             41            108
gptme/tools/memory.py                                     35             41            108
gptme/hooks/active_context.py                             25             23            100
gptme/tools/_computer_gate.py                             33             61            100
gptme/tools/screenshot.py                                 30             45            100
gptme/plugins/entrypoints.py                              28             49             91
gptme/tools/_url_safety.py                                32             50             91
gptme/hooks/knowledge_inject.py                           21             37             90
gptme/tools/_browser_lynx.py                              11              8             85
gptme/tools/progress.py                                   24             53             83
gptme/tools/autocommit.py                                 38             58             81
gptme/tools/_browser_perplexity.py                        22             16             60
gptme/tools/clarify.py                                    17             26             57
gptme/hooks/cwd_changed.py                                18             11             54
gptme/hooks/mcp_namespace_hint.py                         21             24             54
gptme/hooks/markdown_validation.py                        36             41             51
gptme/tools/_allowlist.py                                 18             15             48
gptme/hooks/test.py                                       14              6             41
gptme/tools/native_names.py                               10              8             32
gptme/hooks/cwd_awareness.py                              11             18             29
gptme/hooks/auto_confirm.py                               11              9             24
gptme/tools/_hashline_snapshot.py                         16             15             23
gptme/plugins/plugin.py                                   25             39             17
gptme/hooks/_policy_block.py                              10             13             14
gptme/tools/_browser_format.py                             3              5              3
------------------------------------------------------------------------------------------
SUM:                                                    7515          10921          32609
------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Server#

$ make cloc-server
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/server --by-file --hide-rate --quiet | tail -n +2
-------------------------------------------------------------------------------------------
File                                                    blank        comment           code
-------------------------------------------------------------------------------------------
gptme/server/api_v2.py                                    545            501           3277
gptme/server/session_step.py                              194            441           1315
gptme/server/api_v2_sessions.py                           133            202            990
gptme/server/openapi_docs.py                              309            210            941
gptme/server/tasks_api.py                                 193            130            680
gptme/server/a2a_api.py                                   103             46            551
gptme/server/artifacts_api.py                             107            110            538
gptme/server/session_models.py                             88            177            510
gptme/server/workspace_api.py                             101            104            497
gptme/server/external_sessions.py                          59             92            372
gptme/server/cli.py                                        56            105            306
gptme/server/preview_proxy_api.py                          86            150            306
gptme/server/tools_api.py                                  58             49            250
gptme/server/computer_view/computer.html                   12              3            237
gptme/server/auth.py                                       77            118            222
gptme/server/computer_api.py                               51             55            222
gptme/server/api_v2_common.py                             113             96            215
gptme/server/panels_api.py                                 51             51            204
gptme/server/acp_session_runtime.py                        34             30            169
gptme/server/app.py                                        41            143            155
gptme/server/client.py                                     63             79            149
gptme/server/api_v2_agents.py                              25             17            139
gptme/server/skills_api.py                                 32              4            125
gptme/server/metrics.py                                    37             19            124
gptme/server/tts_api.py                                    24             18            101
gptme/server/token_file.py                                 13             13             31
gptme/server/__init__.py                                    5              8              9
gptme/server/constants.py                                   7             11              9
gptme/server/__main__.py                                    1              0              3
-------------------------------------------------------------------------------------------
SUM:                                                     2618           2982          12647
-------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Tests#

$ make cloc-tests
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc tests --by-file --hide-rate --quiet | tail -n +2
----------------------------------------------------------------------------------------------------
File                                                             blank        comment           code
----------------------------------------------------------------------------------------------------
tests/test_subagent_unit.py                                       1532            734           6191
tests/test_server_v2.py                                           1035            405           4618
tests/test_llm_openai.py                                           945            568           3807
tests/test_auto_compact.py                                        1065            574           3660
tests/test_tui.py                                                  694            365           3384
tests/test_util_review.py                                          616            419           3039
tests/test_tools_subagent.py                                       863            444           2893
tests/test_server_v2_sessions.py                                   378            278           2579
tests/test_doctor.py                                               542            222           2461
tests/test_config.py                                               561            596           2240
tests/test_tools_shell.py                                          562            538           1923
tests/test_chat.py                                                 508            288           1782
tests/test_cli.py                                                  459            186           1698
tests/test_init.py                                                 258            147           1597
tests/test_util_cli.py                                             413            245           1585
tests/test_memory_store.py                                         208             79           1571
tests/test_tools_watch.py                                          256             67           1514
tests/test_acp_agent.py                                            410            197           1490
tests/test_codeblock.py                                            550           1068           1419
tests/test_eval_behavioral.py                                      867            967           1357
tests/test_tools_shell_validation.py                               383            258           1321
tests/test_tools_browser.py                                        359             80           1304
tests/test_tools_complete.py                                       250            264           1302
tests/test_util_cli_review_watch.py                                317            189           1283
tests/test_tools_convert.py                                        305            132           1267
tests/test_tools_todo_isolation.py                                 160             11           1265
tests/test_tools_computer.py                                       438            271           1259
tests/test_util_gh.py                                              263            176           1226
tests/test_llm_anthropic.py                                        264             91           1194
tests/test_tools_hashline_edit.py                                  227            228           1170
tests/test_server.py                                               301            206           1147
tests/test_llm_utils.py                                            310            142           1108
tests/test_tools_gh.py                                             186            102           1094
tests/test_tools_base.py                                           340            114           1054
tests/test_eval.py                                                 189            108            999
tests/test_cmd_service.py                                          219            194            981
tests/test_info.py                                                 183             78            972
tests/test_shell_background.py                                     211            104            970
tests/test_lessons_auto_include.py                                 256            220            968
tests/test_tools_patch_many.py                                     190            114            958
tests/test_computer_audit.py                                       264            183            955
tests/test_logmanager.py                                           260            180            942
tests/test_dataset.py                                              192             50            930
tests/test_tools_python_kernel.py                                  303            122            926
tests/test_compaction_recall.py                                    187             17            902
tests/test_mcp_adapter.py                                          222            109            901
tests/test_eval_leaderboard.py                                     126            104            883
tests/test_llm_openai_subscription.py                              186             80            853
tests/test_knowledge.py                                            323             71            842
tests/test_tasks_api.py                                            185             69            831
tests/test_eval_computer_suite.py                                  328            149            819
tests/test_util_gh_mocked.py                                       157            122            819
tests/test_tools_precommit.py                                      136             98            818
tests/test_prompt_templates.py                                     260            193            812
tests/test_context.py                                              319            133            806
tests/test_sandbox.py                                              195            105            801
tests/test_guardrail_secret_reach.py                               163             81            791
tests/test_cost_display.py                                         110             68            776
tests/test_acp_session_runtime.py                                  232             78            750
tests/test_server_workspace.py                                     149            154            743
tests/test_tools.py                                                240            120            722
tests/test_eventlog.py                                             163             94            717
tests/test_hooks_registry.py                                       253             97            716
tests/test_computer_transport.py                                   267             91            713
tests/test_tools_restart.py                                        157             67            708
tests/test_agent.py                                                205            115            707
tests/test_message.py                                              230            148            692
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tests/test_agent_doctor.py                                          74             35            338
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tests/test_ephemeral.py                                             87             56            321
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tests/context/test_adaptive_compressor.py                           58             44            298
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tests/test_sdk_stream_terminal.py                                   27              2            218
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tests/test_fold_mid_system.py                                       74             43            183
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tests/test_k_best.py                                                76             23            182
tests/test_memory_tool.py                                           38             11            181
tests/test_dspy_hybrid.py                                           65             45            179
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tests/test_util_cli_generate.py                                     35              7            172
tests/test_acp_types.py                                             35             12            171
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tests/test_backtrack.py                                             39             11            163
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tests/test_acp_stdout.py                                            76             37            158
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tests/test_util.py                                                  46             86             96
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tests/test_python_backend_selection.py                              22              1             89
tests/test_swebench_utils.py                                        27              2             89
tests/test_commands_rag.py                                          16              2             88
tests/test_server_cors.py                                           33             20             88
tests/test_tools_vision_exif.py                                     12              3             88
tests/test_browser_github_routing.py                                27              0             86
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tests/test_shell_state_contract.py                                   7              4             86
tests/test_output_format.py                                         29             21             84
tests/test_shell_high_fd.py                                         28             29             83
tests/test_cli_llm_generate.py                                      19             12             82
tests/test_cli_sound.py                                             26              2             82
tests/test_tool_description_cap.py                                  29             13             82
tests/test_eval_swebench_retrieval.py                               25              4             81
tests/test_release_preflight.py                                      5              2             81
tests/test_prompt_skills_summary.py                                 44             44             80
tests/test_windows_signing.py                                        5              2             80
tests/fixtures/hol_guard_shell_hook.py                              28             25             77
tests/test_eval_timeouts.py                                         32             33             77
tests/test_xml_format.py                                            33             91             77
tests/test_attachment_loading.py                                    17              5             76
tests/test_acp_recovery.py                                          13              2             75
tests/test_markdown_validation.py                                   43             34             75
tests/test_shell_issue729.py                                        50             52             75
tests/test_logmanager_fork_locking.py                               19            156             74
tests/test_patch_literal_comments.py                                15              1             74
tests/test_setup_api_key.py                                         19              1             74
tests/test_subscription_pricing.py                                  27             14             74
tests/test_pytest_timeout_retry_interaction.py                      21             25             73
tests/test_shell_issue772.py                                        48             47             73
tests/test_llm_empty_stream.py                                      33              4             72
tests/test_python_support.py                                        14              5             72
tests/test_acp_e2e_smoke.py                                         23             27             71
tests/test_server_audio_transcription.py                            20             15             69
tests/test_hooks_form_autodetect.py                                 22             34             68
tests/test_browser_markdown_literals.py                             13              1             67
tests/test_docs_tool_formats_coverage.py                            16             15             67
tests/test_tools_watch_run_utf8.py                                  11              2             67
tests/test_util_context_savings.py                                  12              0             66
tests/test_computer_api.py                                          90            401             65
tests/test_eval_tool_efficiency.py                                  20             11             64
tests/test_tools_native_kwargs.py                                   23              6             64
tests/test_build_apt_retry.py                                        5             30             62
tests/test_cli_hooks_settings_shape.py                              12              1             62
tests/test_entrypoints.py                                           26             37             60
tests/test_llm_mock.py                                              22             12             60
tests/test_shell_escaped_pipes.py                                    9              2             60
tests/test_shell_output_mixing_issue408.py                          25             29             60
tests/test_eval_practical20.py                                      27              8             59
tests/test_logmanager_corrupt_lines.py                              17             11             59
tests/test_server_client.py                                         33             26             59
tests/test_server_metrics.py                                        20             20             59
tests/test_shell_memory_limit.py                                    18             14             59
tests/test_useredit.py                                              16              3             58
tests/test_openrouter_reported_cost.py                              18              1             57
tests/test_webui_redirects.py                                       11              7             57
tests/test_chat_history.py                                          14             12             56
tests/test_cli_init.py                                              19              2             56
tests/test_browser_reconnect_owner.py                               11              3             55
tests/test_computer_artifacts.py                                    14              3             54
tests/test_server_skills_api.py                                     13              1             54
tests/test_context_status.py                                        11              2             53
tests/test_eval_practical17.py                                      33              3             53
tests/test_eval_practical18.py                                      23              4             53
tests/test_eval_practical19.py                                      23              6             53
tests/test_server_tts_api.py                                        21              0             53
tests/test_checkpoint_restart.py                                    10              1             51
tests/test_github_bot.py                                            12              1             51
tests/test_util_generate_name.py                                    19             11             50
tests/fixtures/review/v2_full.json                                   0              0             49
tests/test_execute_msg_defensive.py                                 19             19             49
tests/test_recovery_strict_exhaustion.py                             7              2             48
tests/test_tool_memory_native.py                                    14              2             48
tests/test_pytest_retry_tmp_path_interaction.py                     17             26             47
tests/test_dspy_gepa.py                                             18              9             46
tests/test_import_boundaries.py                                      8             12             46
tests/test_demo_capture.py                                          19              9             45
tests/test_recovery_nested_budget.py                                11              2             45
tests/test-integration.sh                                           22             36             43
tests/test_pdf_to_images.py                                         13             13             43
tests/test_cli_context_non_utf8.py                                  11              1             41
tests/test_check_rst_formatting.py                                  28             59             40
tests/test_tools_read_range_decoding.py                              7              2             40
tests/test_shell_fd_leak.py                                         23             16             39
tests/test_utils.py                                                 14             17             38
tests/test_message_command.py                                       14             13             36
tests/test_python_kernel_review_regressions.py                      13              1             36
tests/snapshots/tui_stream.svg                                       3              0             35
tests/test_tools_pruner.py                                           9              0             35
tests/test_chat_config_readonly.py                                  15              1             34
tests/test_cli_confirm_hook.py                                      24             20             34
tests/test_credentials.py                                           16              0             34
tests/test_logmanager_reader_context.py                              9             62             34
tests/snapshots/tui_idle.svg                                         3              0             33
tests/snapshots/tui_inline.svg                                       3              0             33
tests/test_shell_for_loop_issue724.py                               16             24             33
tests/test_subagent_log_lock.py                                      9              3             33
tests/test_docker_lockfile.py                                        9              3             30
tests/test_project_config_list_types.py                              6              1             30
tests/test_user_config_isolation.py                                 10              3             30
tests/test_agent_merge_project_config.py                            16             11             29
tests/test_package_exports.py                                       10              3             29
tests/test_cmd_init_toml_name.py                                    12              1             28
tests/test_eval_practical16.py                                      11              0             28
tests/test_lessons_frontmatter_name_type.py                         11              1             28
tests/test_tool_preview_content.py                                  12              3             28
tests/data/git-log-oneline.txt                                       0              0             27
tests/test_browser_markdown_packaging.py                             3              1             26
tests/test_quota_skip.py                                             5              3             26
tests/data/example-patch-codeblock.txt                               4              0             25
tests/data/gh-issue-list.txt                                         0              0             25
tests/fixtures/retry_server.py                                      11             13             25
tests/data/example-interrupted.txt                                   8              0             24
tests/test_tool_loading_duplicate.py                                16             15             24
tests/test_credentials_integration.py                                8              0             22
tests/test_constants.py                                             11             13             19
tests/test_server_cli_tools.py                                      12              4             19
tests/test_tools_shell_multiline.py                                  7             19             19
tests/test_browser_format.py                                         8              6             18
tests/test_session_allowlist_isolation.py                           14             31             17
tests/test_llm_summarize_terminal_projection.py                      9              9             15
tests/test_screenshot.py                                             9              6             15
tests/fixtures/review/v2_minimal.json                                0              0             11
tests/retry_compat.py                                                8             22              6
----------------------------------------------------------------------------------------------------
SUM:                                                             52885          31974         210525
----------------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Eval#

$ make cloc-eval
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/eval/**.py --by-file --hide-rate --quiet | tail -n +2
------------------------------------------------------------------------------------------
File                                        blank        comment           code
------------------------------------------------------------------------------------------
gptme/eval/main.py                            110            133            944
gptme/eval/leaderboard.py                     149            485            817
gptme/eval/execenv.py                         114            215            733
gptme/eval/run.py                              75            126            592
gptme/eval/trends.py                           59             31            317
gptme/eval/types.py                            35             69            110
gptme/eval/pass_rate_gate.py                   23             44             75
gptme/eval/filestore.py                        11              8             63
gptme/eval/cost.py                             18             25             40
gptme/eval/__init__.py                          2              2              4
gptme/eval/__main__.py                          1              0              3
------------------------------------------------------------------------------------------
SUM:                                          597           1138           3698
------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Total#

$ make cloc-total
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/agent/service.py gptme/agent/doctor.py gptme/agent/cli.py gptme/agent/workspace.py gptme/agent/__init__.py gptme/oauth/__init__.py gptme/oauth/openrouter.py gptme/tools/shell_flags.py gptme/tools/_browser_format.py gptme/tools/pruner.py gptme/tools/computer_semantic.py gptme/tools/patch.py gptme/tools/chats.py gptme/tools/python.py gptme/tools/memory.py gptme/tools/_browser_thread.py gptme/tools/rag.py gptme/tools/shell.py gptme/tools/native_names.py gptme/tools/convert.py gptme/tools/choice.py gptme/tools/_browser_perplexity.py gptme/tools/shell_background.py gptme/tools/gh.py gptme/tools/browser.py gptme/tools/shell_validation.py gptme/tools/autocompact/context_provider.py gptme/tools/autocompact/native_anthropic.py gptme/tools/autocompact/config.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/hook.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/recovery.py gptme/tools/autocompact/events.py gptme/tools/lessons.py gptme/tools/save.py gptme/tools/progress.py gptme/tools/tmux.py gptme/tools/mcp.py gptme/tools/subagent/hooks.py gptme/tools/subagent/control.py gptme/tools/subagent/batch.py gptme/tools/subagent/concurrency.py gptme/tools/subagent/persistence.py gptme/tools/subagent/types.py gptme/tools/subagent/api.py gptme/tools/subagent/__init__.py gptme/tools/subagent/context.py gptme/tools/subagent/execution.py gptme/tools/_browser_playwright.py gptme/tools/todo.py gptme/tools/form.py gptme/tools/vent.py gptme/tools/morph.py gptme/tools/mcp_adapter.py gptme/tools/_browser_lynx.py gptme/tools/_computer_gate.py gptme/tools/read.py gptme/tools/watch.py gptme/tools/__init__.py gptme/tools/recall.py gptme/tools/_allowlist.py gptme/tools/elicit.py gptme/tools/base.py gptme/tools/complete.py gptme/tools/python_kernel.py gptme/tools/autocommit.py gptme/tools/request_tool_change.py gptme/tools/vision.py gptme/tools/precommit.py gptme/tools/computer_transport.py gptme/tools/restart.py gptme/tools/hashline_edit.py gptme/tools/computer.py gptme/tools/screenshot.py gptme/tools/shell_memory.py gptme/tools/clarify.py gptme/tools/_hashline_snapshot.py gptme/tools/patch_many.py gptme/tools/_url_safety.py gptme/constants.py gptme/hooks/_policy_block.py gptme/hooks/server_confirm.py gptme/hooks/knowledge_inject.py gptme/hooks/active_context.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/agents_md_inject.py gptme/hooks/dirty_diff.py gptme/hooks/token_awareness.py gptme/hooks/auto_snapshots.py gptme/hooks/cost_awareness.py gptme/hooks/guardrails.py gptme/hooks/markdown_validation.py gptme/hooks/_credential_output.py gptme/hooks/server_elicit.py gptme/hooks/types.py gptme/hooks/auto_confirm.py gptme/hooks/workspace_agents.py gptme/hooks/cli_confirm.py gptme/hooks/script.py gptme/hooks/injection_screening.py gptme/hooks/test.py gptme/hooks/aw_watcher_agent.py gptme/hooks/__init__.py gptme/hooks/cwd_awareness.py gptme/hooks/confirm.py gptme/hooks/anomaly_watchdog.py gptme/hooks/elicitation.py gptme/hooks/tool_target_instructions.py gptme/hooks/_secret_reach.py gptme/hooks/form_autodetect.py gptme/hooks/cache_awareness.py gptme/hooks/registry.py gptme/hooks/cwd_changed.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_guardrails.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_anomaly_watchdog.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/time_awareness.py gptme/acp/types.py gptme/acp/agent.py gptme/acp/__init__.py gptme/acp/adapter.py gptme/acp/client.py gptme/acp/__main__.py gptme/util/capabilities_export.py gptme/util/git_worktree.py gptme/util/context_savings.py gptme/util/completion_verification.py gptme/util/master_context.py gptme/util/clipboard.py gptme/util/sound.py gptme/util/_sound_sounddevice.py gptme/util/context_measurement.py gptme/util/cost_tracker.py gptme/util/uri.py gptme/util/gh.py gptme/util/rich_text.py gptme/util/cost_display.py gptme/util/reduce.py gptme/util/multiprompt.py gptme/util/safety.py gptme/util/context_budget.py gptme/util/_sound_cmd.py gptme/util/file_storage.py gptme/util/context_dedup.py gptme/util/interrupt.py gptme/util/git_cmd.py gptme/util/tokens.py gptme/util/useredit.py gptme/util/_telemetry.py gptme/util/prompt.py gptme/util/keyword_matching.py gptme/util/__init__.py gptme/util/generate_name.py gptme/util/tool_display.py gptme/util/output_storage.py gptme/util/content.py gptme/util/tool_format.py gptme/util/export.py gptme/util/stdio.py gptme/util/cost.py gptme/util/terminal.py gptme/util/ask_execute.py gptme/util/review.py gptme/util/summary.py gptme/util/context.py gptme/util/conversation_ids.py gptme/util/tree.py gptme/util/clock.py gptme/util/auto_naming.py gptme/util/file_write.py gptme/util/redact.py gptme/util/history.py gptme/util/notification_ready.py gptme/util/replay.py gptme/util/install.py gptme/workspace_snapshot.py gptme/eval/pass_rate_gate.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/__init__.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/suites/practical8.py gptme/eval/suites/practical21.py gptme/eval/suites/practical9.py gptme/eval/suites/practical20.py gptme/eval/suites/practical23.py gptme/eval/suites/practical6.py gptme/eval/suites/browser.py gptme/eval/suites/practical.py gptme/eval/suites/practical4.py gptme/eval/suites/constraint_satisfaction.py gptme/eval/suites/subagent.py gptme/eval/suites/practical10.py gptme/eval/suites/practical12.py gptme/eval/suites/practical18.py gptme/eval/suites/practical17.py gptme/eval/suites/practical13.py gptme/eval/suites/basic.py gptme/eval/suites/practical27.py gptme/eval/suites/practical31.py gptme/eval/suites/practical14.py gptme/eval/suites/practical3.py gptme/eval/suites/practical33.py gptme/eval/suites/practical30.py gptme/eval/suites/__init__.py gptme/eval/suites/practical24.py gptme/eval/suites/practical29.py gptme/eval/suites/practical16.py gptme/eval/suites/practical28.py gptme/eval/suites/practical11.py gptme/eval/suites/practical32.py gptme/eval/suites/practical19.py gptme/eval/suites/practical2.py gptme/eval/suites/practical7.py gptme/eval/suites/practical22.py gptme/eval/suites/practical26.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical5.py gptme/eval/suites/practical25.py gptme/eval/suites/computer.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/practical15.py gptme/eval/tbench/run.py gptme/eval/tbench/agent.py gptme/eval/tbench/__init__.py gptme/eval/trends.py gptme/eval/filestore.py gptme/eval/types.py gptme/eval/run.py gptme/eval/execenv.py gptme/eval/dspy/signatures.py gptme/eval/dspy/metrics.py gptme/eval/dspy/cli.py gptme/eval/dspy/experiments.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/__init__.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/tasks.py gptme/eval/dspy/__main__.py gptme/eval/main.py gptme/eval/__init__.py gptme/eval/agents/claude_code.py gptme/eval/agents/swebench.py gptme/eval/agents/__init__.py gptme/eval/cost.py gptme/eval/swebench/retrieval.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/utils.py gptme/eval/swebench/info.py gptme/eval/swebench/main.py gptme/eval/swebench/__init__.py gptme/eval/swebench/__main__.py gptme/eval/leaderboard.py gptme/eval/__main__.py gptme/model_attestation.py gptme/context/task_analyzer.py gptme/context/config.py gptme/context/selector/config.py gptme/context/selector/file_integration.py gptme/context/selector/__init__.py gptme/context/selector/rule_based.py gptme/context/selector/file_config.py gptme/context/selector/base.py gptme/context/selector/file_selector.py gptme/context/selector/hybrid.py gptme/context/selector/llm_based.py gptme/context/adaptive_compressor.py gptme/context/compress.py gptme/context/__init__.py gptme/context/scout.py gptme/memory/roots.py gptme/memory/schema.py gptme/memory/__init__.py gptme/memory/recall.py gptme/memory/store.py gptme/memory/policy.py gptme/memory/match.py gptme/session.py gptme/credentials.py gptme/prompts/context_cmd.py gptme/prompts/skills.py gptme/prompts/chat_history.py gptme/prompts/workspace.py gptme/prompts/__init__.py gptme/prompts/templates.py gptme/checkpoint.py gptme/info.py gptme/dataset/trajectory_to_env.py gptme/dataset/__init__.py gptme/chat.py gptme/__version__.py gptme/profiles.py gptme/circuit_breaker.py gptme/telemetry.py gptme/tui/statusline.py gptme/tui/main.py gptme/tui/app.py gptme/tui/__init__.py gptme/dirs.py gptme/lessons/matcher.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/auto_include.py gptme/lessons/selector.py gptme/lessons/parser.py gptme/lessons/hybrid_matcher.py gptme/lessons/skill_events.py gptme/lessons/skill_commands.py gptme/lessons/__init__.py gptme/lessons/installer.py gptme/lessons/commands.py gptme/lessons/index.py gptme/llm/constants.py gptme/llm/llm_mock.py gptme/llm/provider_plugins.py gptme/llm/request_limits.py gptme/llm/local_discovery.py gptme/llm/retry_policy.py gptme/llm/utils.py gptme/llm/llm_openrouter_subscription.py gptme/llm/models/recommended.py gptme/llm/models/types.py gptme/llm/models/__init__.py gptme/llm/models/data.py gptme/llm/models/listing.py gptme/llm/models/resolution.py gptme/llm/responses_phase.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/llm_openai_models.py gptme/llm/openai_responses.py gptme/llm/_degeneration.py gptme/llm/llm_openai_subscription.py gptme/llm/__init__.py gptme/llm/llm_openai.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/retry_abort.py gptme/llm/llm_gptme.py gptme/llm/validate.py gptme/llm/llm_grok_subscription.py gptme/llm/recovery.py gptme/llm/llm_anthropic.py gptme/message.py gptme/mcp/server.py gptme/mcp/__init__.py gptme/mcp/registry.py gptme/mcp/client.py gptme/__init__.py gptme/anti_slop.py gptme/commands/rag.py gptme/commands/meta.py gptme/commands/session.py gptme/commands/checkpoint.py gptme/commands/llm.py gptme/commands/account.py gptme/commands/__init__.py gptme/commands/export.py gptme/commands/backtrack.py gptme/commands/base.py gptme/commands/snapshot.py gptme/prompt_queue.py gptme/cli/cmd_init.py gptme/cli/cmd_mcp_serve.py gptme/cli/cmd_computer.py gptme/cli/cmd_slop.py gptme/cli/cmd_chats.py gptme/cli/cmd_status.py gptme/cli/cmd_review_pr.py gptme/cli/util.py gptme/cli/auth.py gptme/cli/checkpoint.py gptme/cli/cmd_batch.py gptme/cli/cmd_snapshot.py gptme/cli/cmd_attest.py gptme/cli/cmd_stats.py gptme/cli/cmd_memory.py gptme/cli/doctor.py gptme/cli/cmd_skills.py gptme/cli/cmd_mcp.py gptme/cli/cmd_hooks.py gptme/cli/cmd_agents.py gptme/cli/cmd_sound.py gptme/cli/cmd_dataset.py gptme/cli/main.py gptme/cli/cmd_knowledge.py gptme/cli/__init__.py gptme/cli/cmd_resume.py gptme/cli/setup.py gptme/cli/cmd_service.py gptme/cli/onboard.py gptme/cli/wut.py gptme/cli/cmd_review_watch.py gptme/cli/cmd_review.py gptme/cli/cmd_tutorial.py gptme/cli/cmd_explain.py gptme/cli/cmd_capabilities.py gptme/sandbox.py gptme/logmanager/conversations.py gptme/logmanager/manager.py gptme/logmanager/locking.py gptme/logmanager/fork.py gptme/logmanager/__init__.py gptme/logmanager/eventlog.py gptme/logmanager/durability.py gptme/logmanager/cleanup.py gptme/logmanager/conv_checkpoints.py gptme/init.py gptme/codeblock.py gptme/k_best.py gptme/status_provider.py gptme/config/project.py gptme/config/user.py gptme/config/chat.py gptme/config/models.py gptme/config/trust.py gptme/config/core.py gptme/config/__init__.py gptme/config/cli_setup.py gptme/attestation.py gptme/knowledge.py gptme/executor.py gptme/server/tools_api.py gptme/server/constants.py gptme/server/api_v2.py gptme/server/api_v2_common.py gptme/server/auth.py gptme/server/acp_session_runtime.py gptme/server/metrics.py gptme/server/api_v2_sessions.py gptme/server/skills_api.py gptme/server/tasks_api.py gptme/server/preview_proxy_api.py gptme/server/cli.py gptme/server/external_sessions.py gptme/server/session_step.py gptme/server/api_v2_agents.py gptme/server/artifacts_api.py gptme/server/app.py gptme/server/__init__.py gptme/server/openapi_docs.py gptme/server/panels_api.py gptme/server/workspace_api.py gptme/server/token_file.py gptme/server/a2a_api.py gptme/server/computer_api.py gptme/server/client.py gptme/server/tts_api.py gptme/server/session_models.py gptme/server/__main__.py gptme/plugins/entrypoints.py gptme/plugins/__init__.py gptme/plugins/security.py gptme/plugins/registry.py gptme/plugins/plugin.py gptme/__main__.py tests/test_shell_for_loop_issue724.py tests/test_context_budget.py tests/test_tool_use.py tests/test_tools_shell.py tests/test_agent.py tests/test_context.py tests/test_shell_redact_secrets.py tests/test_credential_output_integration.py tests/test_browser_github_routing.py tests/test_sdk_stream_terminal.py tests/test_computer_x11_integration.py tests/test_tools_base.py tests/test_lessons_status.py tests/test_logmanager_reader_context.py tests/test_util_context_dedup.py tests/test_subagent_summary.py tests/test_capabilities_export.py tests/test_acp_agent.py tests/test_tools_time_awareness.py tests/test_browser.py tests/test_lessons_emissions.py tests/test_browser_screenshot.py tests/test_server_api_v2_common.py tests/test_vision_transport.py tests/test_conversation_metadata_readonly.py tests/test_lessons_auto_include.py tests/test_llm_openai_reasoning_effort.py tests/test_k_best.py tests/test_tools_convert_pdf_first_page.py tests/test_computer_api.py tests/test_credentials_integration.py tests/test_computer_run_task_cli.py tests/test_terminal_startup_latency.py tests/test_server_config_workspace_containment.py tests/test_cli_init.py tests/test_tools_tmux_quoting.py tests/test_computer_latency_cmd.py tests/test_tools_convert_literal_paths.py tests/test_chats_stats.py tests/test_subagent_worktree_isolation.py tests/test_timings.py tests/test_llm_validate.py tests/test_subscription_pricing.py tests/test_acp_recovery.py tests/test_guardrail_hook.py tests/test_recovery_nested_budget.py tests/test_hooks_cache_awareness.py tests/test_chat.py tests/test_tui_output_collapse.py tests/test_execute_msg_defensive.py tests/test_util_install.py tests/test_browser_markdown_literals.py tests/test_shell_restart.py tests/test_init.py tests/test_prompt.py tests/test_tools_complete.py tests/test_doctor.py tests/test_tools_watch_timer_deadline.py tests/test_release_preflight.py tests/test_memory_tool.py tests/test_custom_providers.py tests/test_script_hooks.py tests/test_tools_choice.py tests/test_external_sessions.py tests/test_tools_patch_many.py tests/test_server_v2_hooks.py tests/test_toolspec_read_only.py tests/test_cc_memory.py tests/thread_leak.py tests/test_uri.py tests/test_subagent_roundtrip.py tests/test_hooks_form_autodetect.py tests/test_lessons.py tests/retry_compat.py tests/test_util_context_savings.py tests/test_tui_visual.py tests/test_eventlog.py tests/test_build_apt_retry.py tests/test_lessons_index.py tests/test_shell_issue729.py tests/test_llm_generation_recovery.py tests/test_telemetry.py tests/test_sdk_recovery_redirects.py tests/test_docker_lockfile.py tests/test_llm_models_resolution.py tests/test_guardrail_secret_reach.py tests/test_responses_partial_tools.py tests/test_cli_confirm_hook.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_context_scout.py tests/test_tools_read.py tests/test_subagent_tool_format.py tests/test_project_config_list_types.py tests/test_tools_computer.py tests/test_anti_slop.py tests/test_server_elicitation.py tests/test_utils.py tests/test_prompts.py tests/test_tools_convert_orientation.py tests/test_tools_pruner.py tests/test_backtrack.py tests/test_execute_msg_hook_call_id.py tests/test_python_streams.py tests/test_tools_python_kernel.py tests/test_tools_append_hooks.py tests/test_acp_e2e_smoke.py tests/test_lessons_tool.py tests/test_oauth_openrouter.py tests/test_computer_audit.py tests/test_restart_argv.py tests/test_memory_store.py tests/test_config_workspace_publication.py tests/test_cli_stats.py tests/test_chats_export.py tests/test_compaction_recall.py tests/test_tools_form.py tests/test_compaction_native_anthropic.py tests/test_user_config_isolation.py tests/test_demo_capture.py tests/test_commands_llm.py tests/test_pdf_to_images.py tests/test_cli_context_non_utf8.py tests/test_chat_transient_recovery.py tests/test_codeblock.py tests/test_util_export.py tests/test_tui_completion.py tests/test_cli_llm_generate.py tests/test_overflow_recovery.py tests/test_cost_awareness_delayed_warning.py tests/test_tools_gh_pagination.py tests/test_util_cli_review_watch.py tests/test_master_context.py tests/test_executor.py tests/test_output_format.py tests/test_util_output_storage.py tests/test_llm_request_limits.py tests/test_server_client.py tests/test_tools_browser.py tests/test_tools_browser_thread.py tests/test_dirs.py tests/test_eval_swebench_retrieval.py tests/test_util_safety.py tests/test_memory_match.py tests/test_compaction_review_regressions.py tests/test_util_gh_mocked.py tests/test_message.py tests/test_browser_session_persistence.py tests/test_browser_state_publication.py tests/test_llm_openai.py tests/test_cli_resume.py tests/test_commands_account.py tests/test_acp_client.py tests/test_import_boundaries.py tests/test_server.py tests/test_recovery_stream_overload.py tests/test_server_parent_death_watcher.py tests/test_chats_native_snippets.py tests/test_llm_models.py tests/test_setup_api_key.py tests/test_explicit_attachments.py tests/test_docs_tool_formats_coverage.py tests/test_tools_convert_sources.py tests/test_responses_stream_errors.py tests/test_subagent_integration.py tests/test_shell_allowlist_autoconfirm.py tests/test_shell_memory.py tests/test_git_cmd_resolver.py tests/test_util_terminal.py tests/test_computer_screenshot_cli.py tests/test_server_host_validation.py tests/test_llm_anthropic.py tests/test_tui.py tests/test_knowledge.py tests/test_autocompact_scoring.py tests/test_chats_clean.py tests/test_hooks_dirty_diff.py tests/test_prompt_tools.py tests/test_auto_compact.py tests/test_chats_clean_safety.py tests/test_shell_sigterm.py tests/test_util_cli_mcp.py tests/test_server_panels.py tests/test_release_source.py tests/test_tools_convert_publication.py tests/test_tools_native_kwargs.py tests/test_commands.py tests/test_lessons_integration.py tests/test_computer_record.py tests/test_tools_patch_many_confirmation.py tests/test_useredit.py tests/test_shell_background.py tests/test_cli_auth.py tests/test_tools_write_encoding.py tests/test_util_content.py tests/test_transcript_durability.py tests/test_server_subscription_connect.py tests/test_tui_frames.py tests/test_snapshot_list.py tests/test_util_cli_models.py tests/test_setup_completions.py tests/test_util_cost.py tests/test_util_hooks.py tests/test_pytest_timeout_retry_interaction.py tests/test_subagent_planner_roles.py tests/test_opencode_go.py tests/test_python_support.py tests/test_server_auth.py tests/test_tools_screenshot.py tests/test_computer_task.py tests/test_dspy_gepa.py tests/test_shell_foreground_promotion.py tests/test_hooks.py tests/test_conversations.py tests/test_acp_session_runtime.py tests/test_provider_plugins.py tests/test_util_keyword_matching.py tests/test_openrouter_cache_pricing.py tests/test_cli_elicitation.py tests/test_cli_explain.py tests/test_util_cli_batch_stop_metadata.py tests/test_python_kernel_review_regressions.py tests/test_server_tools_query.py tests/test_server_metrics.py tests/test_misc_subprocess_timeouts.py tests/test_swebench_utils.py tests/test_compaction_measurement.py tests/test_json_output.py tests/test_native_tool_names.py tests/test_util.py tests/test_computer_transport.py tests/test_logmanager_corrupt_lines.py tests/test_shell_state_contract.py tests/test_validate_release_package.py tests/test_acp_protocol_logging.py tests/test_tools_save.py tests/test_util_cli_providers.py tests/test_cwe214_docker_env_leak.py tests/test_subagent_persistence.py tests/test_computer_gate.py tests/test_server_tools_allowlist.py tests/test_attachment_loading.py tests/test_entrypoints.py tests/test_gptme_provider.py tests/test_tools_morph.py tests/test_browser_blockage.py tests/test_server_webui_dir.py tests/test_eval_computer_suite.py tests/test_shell_escaped_pipes.py tests/test_checkpoint_restart.py tests/test_pytest_retry_tmp_path_interaction.py tests/test_model_selection_trace_export.py tests/test_webui_redirects.py tests/test_tools_token_awareness.py tests/test_message_command.py tests/test_vent.py tests/test_logmanager.py tests/fixtures/provider_test_scaffold.py tests/fixtures/hol_guard_shell_hook.py tests/fixtures/retry_server.py tests/test_policy_block.py tests/test_tool_loading_duplicate.py tests/test_chats_json.py tests/test_tools_convert_video_filenames.py tests/test_shell_fd_leak.py tests/test_computer_actions.py tests/test_server_workspace.py tests/test_prompt_templates.py tests/test_util_tool_format.py tests/test_prompt_skills_summary.py tests/test_dspy_hybrid.py tests/test_lessons_commands.py tests/test_openrouter_pricing_overrides.py tests/test_preview_proxy.py tests/test_hooks_server_confirm.py tests/test_morph_source_admission.py tests/test_eval_swebench.py tests/test_knowledge_subprocess.py tests/test_lessons_parser.py tests/test_workspace_agents.py tests/test_hooks_cost_awareness.py tests/test_context_status.py tests/test_llm_mock.py tests/test_github_bot.py tests/test_util_cli_batch.py tests/test_server_fresh_bad_input.py tests/test_shell_memory_limit.py tests/test_server_skills_api.py tests/test_tools_vision_exif.py tests/test_agent_doctor.py tests/test_docs_structure.py tests/test_tools_request_tool_change.py tests/test_dspy_integration.py tests/test_shell_issue772.py tests/test_mcp_adapter.py tests/test_info.py tests/test_onboard.py tests/test_prompt_fragments.py tests/test_hybrid_lessons.py tests/lessons/test_wildcard_matching.py tests/lessons/test_bm25_parity.py tests/test_server_audio_transcription.py tests/test_profiles.py tests/test_eval_subagent.py tests/test_computer_settle.py tests/test_tutorial.py tests/test_browser_executable_path_env.py tests/test_file_publication.py tests/test_eval_behavioral_solutions.py tests/test_tools_restart.py tests/test_computer_doctor_cmd.py tests/test_llm_openai_subscription.py tests/test_tools_rag.py tests/test_eval_pass_rate_gate.py tests/test_server_v2_agents.py tests/test_tools_convert_tiff.py tests/test_tools_shell_validation.py tests/conftest.py tests/test_llm_retry_abort.py tests/test_cmd_init_toml_name.py tests/test_util_cli_generate.py tests/test_credential_output.py tests/test_eval_leaderboard.py tests/test_hooks_knowledge_inject.py tests/test_server_artifacts.py tests/test_auto_naming.py tests/test_tools_convert_percent_inputs.py tests/test_backtrack_identity.py tests/test_python_backend_selection.py tests/test_util_clipboard_paste.py tests/test_responses_phase.py tests/test_lessons_frontmatter_name_type.py tests/test_llm_image_attachments.py tests/test_computer_video_frames_cli.py tests/test_tools_gh.py tests/test_tools_convert_document_publication.py tests/test_server_startup.py tests/test_skill_install_replacement.py tests/test_cli_status.py tests/test_tools_tmux_compounds.py tests/test_hooks_cwd_changed.py tests/test_tools_hashline_edit.py tests/test_tools_watch.py tests/test_tui_e2e.py tests/test_browser_state_load_failure.py tests/test_cost_display.py tests/test_computer_milestone_integration.py tests/test_server_path_traversal.py tests/test_patch_exact_uniqueness.py tests/test_config_trust.py tests/test_browser_lynx.py tests/test_llm_summarize_terminal_projection.py tests/test_workspace_api.py tests/test_complete.py tests/test_browser_navigation_live.py tests/test_tools_precommit.py tests/test_util_export_browser.py tests/test_tui_recovery.py tests/test_eval_practical18.py tests/test_summary_model.py tests/test_subagent_log_lock.py tests/test_browser_markdown_packaging.py tests/test_tools_precommit_paths.py tests/test_eval_practical19.py tests/test_sandbox.py tests/test_openai_responses_input.py tests/test_browser_state.py tests/test_tools_parameter_conformance.py tests/test_server_cli_fallback.py tests/test_eval_timeouts.py tests/test_server_default_profile.py tests/test_commands_rag.py tests/test_tools_vision.py tests/test_replay.py tests/test_memory_cli_metadata.py tests/test_circuit_breaker.py tests/test_tauri_apt_setup.py tests/test_server_skill_events.py tests/test_server_v2_sse.py tests/test_local_discovery.py tests/test_skill_events.py tests/test_git_worktree_inspection.py tests/test_thread_leak.py tests/test_util_tree.py tests/test_computer_artifacts.py tests/test_subagent_shell_pgid_kill.py tests/test_build_distribution.py tests/test_acp_types.py tests/test_computer_demo_cmd.py tests/test_tools_todo_isolation.py tests/test_search_alias.py tests/test_dependabot_automerge.py tests/test_subagent_budget.py tests/test_tui_skill_events.py tests/test_util_interrupt.py tests/test_quota_skip.py tests/test_llm_anthropic_system_messages.py tests/test_util_file_storage.py tests/test_package_exports.py tests/test_eval_behavioral.py tests/test_tools_read_range_decoding.py tests/test_tool_description_cap.py tests/test_tools_todo.py tests/test_subscription_terminal_recovery.py tests/test_eval.py tests/test_eval_practical16.py tests/test_llm_utils.py tests/test_tui_before_tool_execution.py tests/test_dataset_history.py tests/test_foreground_output_dedup.py tests/test_lessons_selector.py tests/test_tui_literal_thinking.py tests/test_logmanager_fork_locking.py tests/test_logmanager_locking.py tests/test_check_rst_formatting.py tests/test_llm_retry_policy.py tests/test_plugins.py tests/test_computer_risk_streaming.py tests/test_shell_completion_wait.py tests/test_config_encoding.py tests/test_mcp_discovery.py tests/test_subagent_concurrency.py tests/test_cmd_service.py tests/test_server_v2_auto_stepping.py tests/test_cli_non_utf8_input.py tests/test_patch_literal_comments.py tests/test_track_tokens.py tests/test_tools_convert_docx_hyperlinks.py tests/test_tool_preview_content.py tests/test_server_tts_api.py tests/test_workspace_snapshot.py tests/test_tools_autocommit.py tests/test_chats_external_search.py tests/test_skill_installer.py tests/test_appimage_release.py tests/test_prompt_queue.py tests/test_python_kernel_raster_limits.py tests/test_agent_workspace_timeouts.py tests/test_cli_sound.py tests/test_chat_config.py tests/test_execenv.py tests/test_chats_rename.py tests/test_windows_signing.py tests/test_cli_fatal_error_envelope.py tests/test_tool_memory_native.py tests/test_python_kernel_raster.py tests/test_tools_convert_docx.py tests/test_xml_format.py tests/test_memory_migrate_knowledge.py tests/test_completion_verification.py tests/test_tools_elicit.py tests/test_memory_index_policy.py tests/test_util_gh.py tests/test_computer_use_integration.py tests/test_generation_pre_snapshot_boundary.py tests/test_util_cli_attest.py tests/test_shell_max_output_bytes.py tests/test_eval_practical20.py tests/test_cli_from_turn.py tests/test_credentials.py tests/test_chats_matching_snippets.py tests/test_hooks_mcp_namespace_hint.py tests/test_tools_lessons.py tests/test_openrouter_reported_cost.py tests/test_server_v2_tool_confirmation.py tests/test_skill_metrics.py tests/test_tool_conditionals.py tests/test_perf.py tests/test_shell_output_boundaries.py tests/test_cli.py tests/test_perf_tui.py tests/test_browser_reconnect_owner.py tests/test_python_kernel_stdin.py tests/test_shell_output_mixing_issue408.py tests/test_tools_tmux.py tests/test_shell_completion_loop.py tests/test_recovery_strict_exhaustion.py tests/test_eval_format_routing.py tests/test_subagent_unit.py tests/test_tools_convert_docx_literals.py tests/test_server_bad_input.py tests/test_subagent_parent_isolation.py tests/test_active_context.py tests/test_browser_navigation.py tests/test_unified_plugins.py tests/test_util_review.py tests/test_util_generate_name.py tests/test_session_allowlist_isolation.py tests/test_agent_memory.py tests/test_relevance_pruning.py tests/test_computer_semantic_fixtures.py tests/test_llm_empty_stream.py tests/test_cli_hooks_settings_shape.py tests/test_build_changelog.py tests/test_hol_guard_shell_hook.py tests/test_skill_commands.py tests/test_agent_merge_project_config.py tests/test_github_ci_self_heal.py tests/test_session.py tests/test_server_v2.py tests/test_tools_patch.py tests/test_constants.py tests/test_cost_cache_cold_warning.py tests/test_context_providers.py tests/test_tools_convert_literal_inputs.py tests/test_dataset.py tests/test_git_worktree.py tests/test_server_perf.py tests/test_tools_shell_multiline.py tests/test_snapshot_command.py tests/test_chat_config_readonly.py tests/test_browser_open_page_session.py tests/test_tools_tmux_native_panes.py tests/test_eval_constraint_satisfaction.py tests/test_screenshot.py tests/test_lessons_matcher.py tests/test_agents_md_inject.py tests/test_shell_high_fd.py tests/test_url_safety.py tests/test_tree.py tests/test_hashline_confirmation_ownership.py tests/test_command_completion.py tests/test_shell_parser.py tests/test_acp_adapter.py tests/test_hooks_registry.py tests/test_util_tokens.py tests/test_treeofthoughts.py tests/test_server_a2a.py tests/test_util_cli_skills.py tests/test_cost_tracker.py tests/test_tools_subagent.py tests/test_agent_fork_command.py tests/test_server_cli_tools.py tests/test_ephemeral.py tests/test_server_etag.py tests/test_eval_claude_code.py tests/test_server_session_models.py tests/test_eval_tool_efficiency.py tests/test_fold_mid_system.py tests/test_util_cli.py tests/test_server_v2_sessions.py tests/test_workspace_memory_policy.py tests/test_chat_history.py tests/test_server_cors.py tests/test_config.py tests/test_workspace_snapshot_namespace.py tests/test_markdown_validation.py tests/test_tools_mcp.py tests/test_dspy_basic.py tests/test_checkpoint.py tests/test_served_model_metadata.py tests/test_mcp.py tests/test_browser_format.py tests/test_computer_docker_config.py tests/test_tools_watch_run_utf8.py tests/test_compaction_reminder.py tests/test_tools_chats.py tests/test_tools.py tests/test_integration_phase4.py tests/test_eval_trends.py tests/test_eval_practical17.py tests/test_agent_service_timeouts.py tests/test_tasks_api.py tests/test_shell_stream_oneshot.py tests/test_tools_convert.py tests/test_acp_stdout.py tests/test_reduce.py tests/test_file_selector_integration.py tests/test_tools_python.py tests/test_llm_auth.py tests/test_cli_context_files.py tests/test_save_confirmation_baseline.py tests/test_context_selector.py tests/test_chats_read.py tests/test_llm_grok_subscription.py tests/test_llm_openai_sampling.py tests/test_mcp_server.py tests/test_tools_gh_merge_guards.py tests/test_model_attestation.py scripts/verify_cloudflare_pages_deep_links.py scripts/validate_release_package.py scripts/github_ci_self_heal.py scripts/smoke_frozen_server.py scripts/eval_leaderboard.py scripts/check_rst_formatting.py scripts/auto_rename_logs.py scripts/demo_capture.py scripts/treeofthoughts.py scripts/eval_phase0_pruning.py scripts/docs_structure.py scripts/eval_trends.py scripts/analyze_compression.py scripts/github_bot.py scripts/check_model_freshness.py scripts/measure_output_capture.py scripts/check_docs_repo_links.py scripts/train/collect.py  --by-file --hide-rate --quiet | tail -n +2
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File                                                                                        blank        comment           code
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tests/test_subagent_unit.py                                                                  1532            734           6191
tests/test_server_v2.py                                                                      1035            405           4618
tests/test_llm_openai.py                                                                      945            568           3807
tests/test_auto_compact.py                                                                   1065            574           3660
tests/test_tui.py                                                                             694            365           3384
gptme/server/api_v2.py                                                                        545            501           3277
gptme/tui/app.py                                                                              480            953           3079
tests/test_util_review.py                                                                     616            419           3039
gptme/tools/shell.py                                                                          400            746           2929
tests/test_tools_subagent.py                                                                  863            444           2893
tests/test_server_v2_sessions.py                                                              378            278           2579
tests/test_doctor.py                                                                          542            222           2461
tests/test_config.py                                                                          561            596           2240
gptme/llm/llm_openai.py                                                                       387            617           2237
tests/test_tools_shell.py                                                                     562            538           1923
tests/test_chat.py                                                                            508            288           1782
tests/test_cli.py                                                                             459            186           1698
gptme/cli/doctor.py                                                                           216            189           1672
gptme/tools/computer.py                                                                       437            864           1659
tests/test_init.py                                                                            258            147           1597
tests/test_util_cli.py                                                                        413            245           1585
gptme/cli/cmd_computer.py                                                                     242            295           1576
tests/test_memory_store.py                                                                    208             79           1571
gptme/cli/util.py                                                                             328            318           1529
tests/test_tools_watch.py                                                                     256             67           1514
tests/test_acp_agent.py                                                                       410            197           1490
tests/test_codeblock.py                                                                       550           1068           1419
tests/test_eval_behavioral.py                                                                 867            967           1357
gptme/tools/subagent/api.py                                                                   222            497           1340
gptme/cli/main.py                                                                             223            310           1339
tests/test_tools_shell_validation.py                                                          383            258           1321
gptme/server/session_step.py                                                                  194            441           1315
tests/test_tools_browser.py                                                                   359             80           1304
tests/test_tools_complete.py                                                                  250            264           1302
gptme/logmanager/manager.py                                                                   220            373           1288
tests/test_util_cli_review_watch.py                                                           317            189           1283
tests/test_tools_convert.py                                                                   305            132           1267
tests/test_tools_todo_isolation.py                                                            160             11           1265
tests/test_tools_computer.py                                                                  438            271           1259
gptme/hooks/workspace_agents.py                                                               237            153           1244
gptme/acp/agent.py                                                                            206            344           1233
tests/test_util_gh.py                                                                         263            176           1226
gptme/util/gh.py                                                                              244            303           1219
gptme/llm/llm_anthropic.py                                                                    277            372           1216
tests/test_llm_anthropic.py                                                                   264             91           1194
tests/test_tools_hashline_edit.py                                                             227            228           1170
tests/test_server.py                                                                          301            206           1147
gptme/tools/autocompact/resume.py                                                             159            328           1112
tests/test_llm_utils.py                                                                       310            142           1108
gptme/tools/subagent/execution.py                                                             189            445           1099
tests/test_tools_gh.py                                                                        186            102           1094
gptme/tools/base.py                                                                           214            344           1067
tests/test_tools_base.py                                                                      340            114           1054
gptme/tools/convert.py                                                                        151            139           1004
tests/test_eval.py                                                                            189            108            999
gptme/tools/watch.py                                                                          144            195            997
gptme/server/api_v2_sessions.py                                                               133            202            990
gptme/util/review.py                                                                          183            336            989
tests/test_cmd_service.py                                                                     219            194            981
tests/test_info.py                                                                            183             78            972
tests/test_shell_background.py                                                                211            104            970
tests/test_lessons_auto_include.py                                                            256            220            968
tests/test_tools_patch_many.py                                                                190            114            958
gptme/llm/__init__.py                                                                         182            318            957
gptme/hooks/tests/test_workspace_agents.py                                                    193             49            956
tests/test_computer_audit.py                                                                  264            183            955
gptme/eval/main.py                                                                            110            133            944
tests/test_logmanager.py                                                                      260            180            942
gptme/server/openapi_docs.py                                                                  309            210            941
tests/test_dataset.py                                                                         192             50            930
tests/test_tools_python_kernel.py                                                             303            122            926
gptme/tools/shell_background.py                                                               144            155            914
tests/test_compaction_recall.py                                                               187             17            902
tests/test_mcp_adapter.py                                                                     222            109            901
gptme/util/context.py                                                                         181            296            886
tests/test_eval_leaderboard.py                                                                126            104            883
gptme/cli/cmd_review_pr.py                                                                    148            342            882
gptme/chat.py                                                                                 128            285            864
tests/test_llm_openai_subscription.py                                                         186             80            853
tests/test_knowledge.py                                                                       323             71            842
gptme/tools/python_kernel.py                                                                  132            257            836
tests/test_tasks_api.py                                                                       185             69            831
gptme/tools/chats.py                                                                          142            189            820
tests/test_eval_computer_suite.py                                                             328            149            819
tests/test_util_gh_mocked.py                                                                  157            122            819
tests/test_tools_precommit.py                                                                 136             98            818
gptme/eval/leaderboard.py                                                                     149            485            817
gptme/codeblock.py                                                                             85            405            812
tests/test_prompt_templates.py                                                                260            193            812
tests/test_context.py                                                                         319            133            806
gptme/tools/mcp_adapter.py                                                                    247            272            804
tests/test_sandbox.py                                                                         195            105            801
gptme/tools/_browser_playwright.py                                                            253            327            795
tests/test_guardrail_secret_reach.py                                                          163             81            791
tests/test_cost_display.py                                                                    110             68            776
gptme/llm/models/data.py                                                                       18            172            767
gptme/config/user.py                                                                          139            205            751
tests/test_acp_session_runtime.py                                                             232             78            750
tests/test_server_workspace.py                                                                149            154            743
gptme/eval/execenv.py                                                                         114            215            733
gptme/cli/cmd_review_watch.py                                                                 122            233            732
gptme/eval/suites/computer.py                                                                 111            245            732
tests/test_tools.py                                                                           240            120            722
gptme/tools/__init__.py                                                                       177            219            719
tests/test_eventlog.py                                                                        163             94            717
tests/test_hooks_registry.py                                                                  253             97            716
gptme/eval/suites/basic.py                                                                    138             55            715
gptme/tools/complete.py                                                                       111            179            715
tests/test_computer_transport.py                                                              267             91            713
gptme/hooks/_secret_reach.py                                                                   50             72            711
gptme/cli/setup.py                                                                            154             72            710
gptme/tools/subagent/batch.py                                                                 135            482            710
gptme/tools/gh.py                                                                             146            143            709
tests/test_tools_restart.py                                                                   157             67            708
tests/test_agent.py                                                                           205            115            707
gptme/cli/cmd_memory.py                                                                       100            102            704
gptme/tools/browser.py                                                                        281            457            696
tests/test_message.py                                                                         230            148            692
gptme/llm/openai_responses.py                                                                 115             69            684
gptme/server/tasks_api.py                                                                     193            130            680
tests/test_tui_e2e.py                                                                         108            134            680
tests/test_llm_models_resolution.py                                                           223            181            677
tests/test_relevance_pruning.py                                                               266            134            672
gptme/tools/python.py                                                                         158            220            671
tests/test_tools_lessons.py                                                                   145             53            664
gptme/lessons/installer.py                                                                    151            179            653
gptme/tools/shell_validation.py                                                               153            359            649
tests/test_json_output.py                                                                     114             84            643
tests/test_cli_status.py                                                                      246            138            642
tests/test_context_scout.py                                                                   109             89            641
gptme/eval/dspy/tasks.py                                                                      170            374            639
gptme/llm/llm_openai_subscription.py                                                          148            175            637
gptme/util/completion_verification.py                                                          81             28            635
tests/test_subagent_budget.py                                                                 166            144            626
tests/test_commands.py                                                                        180             74            623
tests/test_skill_install_replacement.py                                                       131              3            613
tests/test_prompts.py                                                                         179            111            611
tests/test_chat_transient_recovery.py                                                         103             16            609
tests/test_explicit_attachments.py                                                             84              9            609
tests/test_computer_doctor_cmd.py                                                              88             58            607
tests/conftest.py                                                                             168            291            598
tests/test_dirs.py                                                                            135             93            598
tests/test_tools_read.py                                                                      193             70            598
scripts/github_bot.py                                                                         109            107            597
tests/test_mcp_server.py                                                                      139             49            596
gptme/eval/run.py                                                                              75            126            592
gptme/prompts/__init__.py                                                                      78             90            588
tests/test_server_panels.py                                                                    65             40            585
tests/test_server_subscription_connect.py                                                     160             39            584
tests/test_tui_completion.py                                                                   82             11            582
tests/test_tools_request_tool_change.py                                                       117             43            578
tests/test_server_session_models.py                                                           198            157            576
gptme/hooks/tests/test_anomaly_watchdog.py                                                    157            141            573
tests/test_served_model_metadata.py                                                           116             24            573
tests/test_lessons_index.py                                                                   185            171            568
gptme/tools/computer_transport.py                                                             151            125            567
gptme/util/capabilities_export.py                                                              60             71            560
gptme/tools/tmux.py                                                                           103            203            559
tests/test_llm_models.py                                                                      174            118            558
tests/test_util_cli_mcp.py                                                                    130             68            552
gptme/server/a2a_api.py                                                                       103             46            551
tests/test_memory_index_policy.py                                                              98             39            551
gptme/cli/cmd_chats.py                                                                        110            100            549
tests/test_eval_subagent.py                                                                   119             56            547
tests/test_computer_actions.py                                                                165            125            546
tests/test_subagent_persistence.py                                                             68              1            543
tests/test_execenv.py                                                                          99             68            539
tests/test_server_path_traversal.py                                                           139            105            539
gptme/server/artifacts_api.py                                                                 107            110            538
scripts/github_ci_self_heal.py                                                                111             49            537
tests/test_model_attestation.py                                                               115             30            537
tests/test_memory_migrate_knowledge.py                                                         82             30            534
tests/test_responses_phase.py                                                                  54             16            534
tests/test_gptme_provider.py                                                                  176             84            532
tests/test_cc_memory.py                                                                       113            108            530
gptme/memory/store.py                                                                          77            113            528
gptme/hooks/tests/test_agents_md_inject.py                                                    103             60            527
tests/test_hooks_cost_awareness.py                                                             73             61            525
tests/test_server_bad_input.py                                                                122            106            524
gptme/message.py                                                                              139            273            523
tests/test_lessons.py                                                                         156            153            517
gptme/tools/hashline_edit.py                                                                  128            416            513
gptme/server/session_models.py                                                                 88            177            510
tests/test_workspace_api.py                                                                   116             22            508
tests/test_capabilities_export.py                                                              65             27            506
tests/test_file_publication.py                                                                 96             23            504
gptme/hooks/registry.py                                                                       102             87            503
tests/test_overflow_recovery.py                                                                72              8            498
gptme/server/workspace_api.py                                                                 101            104            497
gptme/dataset/trajectory_to_env.py                                                             95            140            495
tests/test_checkpoint.py                                                                      127             23            495
tests/test_config_workspace_publication.py                                                     79             14            492
tests/test_conversations.py                                                                    70             44            492
gptme/tools/autocompact/hook.py                                                                60            164            487
tests/test_hooks_cache_awareness.py                                                           151             44            484
tests/test_computer_demo_cmd.py                                                               144             75            482
gptme/util/prompt.py                                                                          104            159            478
tests/test_snapshot_command.py                                                                117             57            476
gptme/tools/todo.py                                                                           117            146            475
gptme/hooks/tests/test_cost_awareness.py                                                       84             53            472
tests/test_llm_openai_sampling.py                                                              99             12            469
tests/test_shell_foreground_promotion.py                                                      104             23            464
tests/test_chats_stats.py                                                                      83             34            462
tests/test_tools_save.py                                                                      124             42            462
tests/test_server_skill_events.py                                                              58              4            461
tests/test_skill_installer.py                                                                 138            154            459
gptme/tools/read.py                                                                            66            105            458
tests/test_llm_auth.py                                                                        153             55            458
gptme/telemetry.py                                                                            103             74            456
gptme/lessons/index.py                                                                        126            167            452
gptme/tools/lessons.py                                                                        121            138            452
scripts/check_rst_formatting.py                                                               112            124            450
tests/test_tools_browser_thread.py                                                            117             49            450
gptme/hooks/tests/test_time_awareness.py                                                       90             69            447
tests/test_cli_from_turn.py                                                                    81             23            447
scripts/analyze_compression.py                                                                103             68            446
scripts/demo_capture.py                                                                       104             83            445
tests/test_hooks_dirty_diff.py                                                                178             27            444
gptme/util/_telemetry.py                                                                      112            159            443
tests/test_telemetry.py                                                                       112            232            443
tests/test_python_kernel_raster.py                                                             62             13            440
gptme/tools/subagent/hooks.py                                                                  98            149            439
tests/test_util_cli_providers.py                                                               93             42            438
gptme/lessons/auto_include.py                                                                 108            211            436
tests/test_cli_resume.py                                                                      100             22            436
tests/test_compaction_native_anthropic.py                                                      78             23            436
tests/test_tools_rag.py                                                                       115             39            436
gptme/config/chat.py                                                                           68            129            431
gptme/workspace_snapshot.py                                                                    54             70            425
tests/test_cost_tracker.py                                                                     50             27            424
tests/test_lessons_commands.py                                                                157             82            422
gptme/tools/patch_many.py                                                                      63             82            421
tests/test_external_sessions.py                                                               116             67            421
gptme/eval/dspy/prompt_optimizer.py                                                           109             89            420
tests/test_reduce.py                                                                          125            157            420
tests/test_chats_clean_safety.py                                                               81             21            419
gptme/agent/workspace.py                                                                      131            231            418
tests/context/test_task_analyzer.py                                                            90             44            418
gptme/cli/auth.py                                                                              84             56            417
gptme/prompts/workspace.py                                                                     52             97            417
tests/test_lessons_parser.py                                                                  188            239            417
tests/test_unified_plugins.py                                                                 110             44            417
gptme/cli/cmd_service.py                                                                      130            377            415
tests/test_server_artifacts.py                                                                 66             32            415
tests/test_llm_grok_subscription.py                                                           121             28            414
tests/test_subagent_worktree_isolation.py                                                     129             70            414
gptme/tools/autocompact/engine.py                                                              91            199            410
tests/test_provider_plugins.py                                                                100             39            409
gptme/tools/subagent/types.py                                                                  87            192            407
tests/test_tools_precommit_paths.py                                                            56             25            407
gptme/util/cost_display.py                                                                     81             80            406
tests/test_llm_validate.py                                                                     78             64            404
gptme/logmanager/conversations.py                                                              91            136            402
gptme/cli/cmd_hooks.py                                                                        109             81            401
gptme/llm/llm_openai_models.py                                                                  6             61            401
gptme/agent/service.py                                                                        108            103            400
tests/test_tools_mcp.py                                                                       102             20            398
tests/test_mcp_discovery.py                                                                   114             43            397
tests/test_tools_morph.py                                                                     101             70            396
tests/test_hybrid_lessons.py                                                                  100             58            395
tests/test_profiles.py                                                                         88             37            395
gptme/agent/cli.py                                                                            108            137            394
gptme/eval/suites/subagent.py                                                                  90             70            394
scripts/eval_phase0_pruning.py                                                                 74            107            394
gptme/tools/save.py                                                                            84             84            393
tests/test_computer_latency_cmd.py                                                             93             42            393
gptme/agent/doctor.py                                                                          90             45            391
tests/test_chats_external_search.py                                                            87             63            389
tests/test_tui_literal_thinking.py                                                             52              3            386
tests/test_util_cli_attest.py                                                                  91              7            386
tests/test_guardrail_hook.py                                                                   95             74            385
tests/test_search_alias.py                                                                     65             56            385
tests/test_server_v2_auto_stepping.py                                                          72             55            383
gptme/init.py                                                                                  72            122            382
gptme/llm/llm_grok_subscription.py                                                             95             81            381
gptme/tools/restart.py                                                                         94            126            379
tests/test_lessons_selector.py                                                                 55             38            374
gptme/server/external_sessions.py                                                              59             92            372
gptme/cli/cmd_status.py                                                                        95            103            371
tests/test_github_ci_self_heal.py                                                              71              6            371
gptme/hooks/anomaly_watchdog.py                                                               137            207            370
tests/test_anti_slop.py                                                                       108             61            370
tests/test_preview_proxy.py                                                                    98             46            370
tests/test_server_v2_agents.py                                                                 67             28            370
gptme/hooks/dirty_diff.py                                                                      59            108            369
tests/test_lessons_emissions.py                                                                59              3            368
gptme/hooks/tests/test_guardrails.py                                                          116             58            367
gptme/info.py                                                                                  98             80            365
gptme/eval/dspy/cli.py                                                                         73             57            364
gptme/lessons/hybrid_matcher.py                                                               122            162            364
tests/test_computer_record.py                                                                 119             30            364
tests/test_eval_behavioral_solutions.py                                                       281            848            364
gptme/checkpoint.py                                                                            81             53            363
tests/test_replay.py                                                                          120            110            361
tests/test_subscription_terminal_recovery.py                                                   42              5            360
gptme/config/models.py                                                                        117            103            358
gptme/mcp/client.py                                                                            99            138            356
tests/test_context_providers.py                                                               183            121            356
tests/test_workspace_agents.py                                                                154             59            353
tests/test_lessons_matcher.py                                                                  99             86            352
tests/test_tools_convert_publication.py                                                        55             17            352
gptme/llm/local_discovery.py                                                                   64             35            351
tests/test_complete.py                                                                         84             72            351
gptme/eval/dspy/experiments.py                                                                 94             60            350
gptme/hooks/tests/test_tool_target_instructions.py                                             61             50            350
gptme/sandbox.py                                                                               95            208            350
tests/test_computer_use_integration.py                                                        140            143            349
scripts/docs_structure.py                                                                      61             25            348
gptme/hooks/tests/test_confirm.py                                                             108             60            347
tests/test_dataset_history.py                                                                  43             36            347
tests/test_util_hooks.py                                                                       85             93            347
gptme/eval/dspy/metrics.py                                                                     97             98            345
gptme/hooks/tests/test_elicitation.py                                                          91             45            343
tests/test_skill_commands.py                                                                  113             49            342
tests/test_computer_semantic_fixtures.py                                                       92            107            340
tests/test_hol_guard_shell_hook.py                                                             52             10            340
gptme/tools/mcp.py                                                                            103            103            339
tests/test_agent_doctor.py                                                                     74             35            338
gptme/hooks/cost_awareness.py                                                                  84             81            337
tests/test_completion_verification.py                                                          78              1            337
tests/test_script_hooks.py                                                                     55              7            336
tests/test_eval_trends.py                                                                      35             22            335
tests/test_context_selector.py                                                                 94             48            334
tests/test_shell_redact_secrets.py                                                             68             11            334
tests/test_llm_anthropic_system_messages.py                                                    41              5            331
tests/test_tools_python.py                                                                    133             74            331
tests/test_tools_vision.py                                                                     65             40            331
gptme/util/safety.py                                                                           57             63            330
gptme/cli/cmd_knowledge.py                                                                     63            114            329
gptme/tools/subagent/__init__.py                                                               65            225            329
gptme/eval/suites/practical.py                                                                 35             30            326
tests/test_llm_generation_recovery.py                                                          82              2            326
tests/test_tools_tmux_quoting.py                                                               33              8            325
tests/test_circuit_breaker.py                                                                  98             69            322
tests/test_util_tool_format.py                                                                 78             32            322
tests/test_ephemeral.py                                                                        87             56            321
tests/test_mcp.py                                                                              94             62            321
tests/test_util_safety.py                                                                      96             22            321
scripts/treeofthoughts.py                                                                      59             91            320
tests/test_workspace_snapshot.py                                                              105             46            319
tests/test_browser_open_page_session.py                                                        66             49            318
gptme/eval/trends.py                                                                           59             31            317
tests/test_util_cli_batch.py                                                                   64             12            317
gptme/tools/shell_flags.py                                                                     60            257            315
tests/test_util_cli_skills.py                                                                 118             89            315
gptme/context/scout.py                                                                         83            106            314
gptme/tools/_browser_thread.py                                                                 63             78            313
gptme/commands/llm.py                                                                          58             61            312
tests/test_skill_metrics.py                                                                    38              2            312
tests/test_util_export.py                                                                      72             29            309
tests/test_browser.py                                                                         140             71            308
gptme/attestation.py                                                                           71              2            307
gptme/server/cli.py                                                                            56            105            306
gptme/server/preview_proxy_api.py                                                              86            150            306
tests/test_hooks_knowledge_inject.py                                                           74              6            305
gptme/llm/validate.py                                                                          45             64            303
tests/test_llm_request_limits.py                                                               55              2            301
tests/test_config_encoding.py                                                                 154            195            300
tests/test_llm_openai_reasoning_effort.py                                                      87             19            300
tests/context/test_adaptive_compressor.py                                                      58             44            298
tests/test_responses_partial_tools.py                                                          39              1            298
gptme/prompts/templates.py                                                                     70            154            297
gptme/plugins/__init__.py                                                                     101            133            295
gptme/util/reduce.py                                                                           73             90            294
tests/test_eval_swebench.py                                                                    78             41            294
tests/test_tui_frames.py                                                                       49             40            293
tests/test_plugins.py                                                                         110             85            292
tests/test_git_worktree.py                                                                     73             41            291
gptme/acp/client.py                                                                            67            127            290
gptme/knowledge.py                                                                             76            101            288
gptme/cli/cmd_init.py                                                                          94            164            287
gptme/cli/cmd_skills.py                                                                        75             45            287
gptme/commands/snapshot.py                                                                     43             32            287
tests/lessons/test_wildcard_matching.py                                                       114            125            287
gptme/hooks/tests/test_token_awareness.py                                                      40             28            285
tests/test_hooks_server_confirm.py                                                             78             33            285
gptme/tools/precommit.py                                                                       82            114            284
tests/test_server_a2a.py                                                                       64             20            283
gptme/eval/dspy/hybrid_optimizer.py                                                           141            345            282
tests/test_util_tokens.py                                                                     130             71            282
gptme/hooks/agents_md_inject.py                                                                64            121            281
gptme/eval/swe_extra/swe_bench_test_spec.py                                                    53             29            280
tests/test_shell_completion_loop.py                                                            26             11            280
gptme/llm/models/listing.py                                                                    61             63            279
gptme/tools/patch.py                                                                           64            108            277
tests/test_auto_naming.py                                                                      80             48            277
tests/test_commands_llm.py                                                                     32              1            276
gptme/cli/onboard.py                                                                           73             79            275
tests/test_computer_video_frames_cli.py                                                        67             12            274
tests/test_tool_conditionals.py                                                                89              1            274
tests/test_tools_todo.py                                                                      126             83            274
gptme/util/tool_display.py                                                                     36             23            273
tests/test_python_kernel_raster_limits.py                                                      55              5            273
tests/test_transcript_durability.py                                                            51             22            272
gptme/llm/models/resolution.py                                                                 62             86            271
tests/test_computer_docker_config.py                                                           59             92            271
tests/test_hooks.py                                                                           130             49            271
gptme/plugins/security.py                                                                      47             76            269
gptme/profiles.py                                                                              66             68            268
gptme/cli/cmd_resume.py                                                                        48             42            266
tests/lessons/test_bm25_parity.py                                                              67             70            266
tests/test_url_safety.py                                                                      113             38            266
gptme/memory/schema.py                                                                         49             24            264
gptme/tools/rag.py                                                                             91            148            264
tests/test_compaction_review_regressions.py                                                    45             13            264
tests/test_shell_completion_wait.py                                                            47              5            263
gptme/hooks/elicitation.py                                                                     95            136            262
tests/test_server_startup.py                                                                   39             65            261
gptme/anti_slop.py                                                                             43            112            260
tests/test_tools_parameter_conformance.py                                                      54             79            260
tests/test_tools_autocommit.py                                                                 99             47            259
gptme/llm/recovery.py                                                                          52             57            258
gptme/logmanager/eventlog.py                                                                   74             70            258
tests/test_terminal_startup_latency.py                                                         77             32            257
gptme/eval/suites/constraint_satisfaction.py                                                  101            196            256
tests/test_tool_use.py                                                                         60             66            255
tests/test_opencode_go.py                                                                      24              4            254
gptme/hooks/tests/test_form_autodetect.py                                                      73             25            253
gptme/tools/autocompact/scoring.py                                                             97            180            253
tests/test_custom_providers.py                                                                 74            103            253
tests/test_eval_claude_code.py                                                                 66             27            253
tests/test_lessons_integration.py                                                              97             66            252
gptme/eval/suites/practical16.py                                                               64            100            251
scripts/check_model_freshness.py                                                               53             40            251
gptme/server/tools_api.py                                                                      58             49            250
tests/test_prompt_tools.py                                                                     57             30            249
tests/test_tools_screenshot.py                                                                 59             52            249
tests/test_vision_transport.py                                                                 39              4            249
tests/test_util_cli_models.py                                                                  43             44            248
gptme/hooks/tests/test_injection_screening.py                                                  78             13            247
tests/test_skill_events.py                                                                     49              2            246
tests/test_agents_md_inject.py                                                                 44             40            245
tests/test_track_tokens.py                                                                     63             29            245
tests/test_util_clipboard_paste.py                                                             55             30            243
tests/test_llm_retry_policy.py                                                                 90             19            242
tests/test_local_discovery.py                                                                  63             18            242
tests/test_tools_convert_tiff.py                                                               20             10            242
tests/test_tools_patch_many_confirmation.py                                                    47              4            242
tests/test_cli_context_files.py                                                                31             23            241
tests/test_compaction_measurement.py                                                           43             12            241
tests/test_responses_stream_errors.py                                                          37              3            241
tests/test_tools_convert_sources.py                                                            36             21            241
tests/test_computer_x11_integration.py                                                         87             87            240
gptme/eval/swebench/main.py                                                                    32             23            239
gptme/commands/meta.py                                                                         54             20            238
gptme/context/task_analyzer.py                                                                100            124            237
tests/test_model_selection_trace_export.py                                                     70             19            237
tests/test_server_default_profile.py                                                           78             44            236
tests/test_memory_match.py                                                                     34              9            235
tests/test_tools_patch.py                                                                     118            226            235
gptme/tui/main.py                                                                              37             34            234
tests/test_cli_stats.py                                                                        62             27            234
gptme/context/adaptive_compressor.py                                                           76            130            232
tests/test_onboard.py                                                                          56             49            232
tests/test_util_cli_batch_stop_metadata.py                                                     52              9            232
gptme/hooks/__init__.py                                                                        22             51            231
tests/test_shell_allowlist_autoconfirm.py                                                      58             62            231
tests/test_subagent_roundtrip.py                                                               74             52            230
gptme/lessons/parser.py                                                                        77            124            229
tests/test_computer_settle.py                                                                  90             78            228
tests/test_hooks_cwd_changed.py                                                                55             24            227
gptme/cli/cmd_mcp.py                                                                           64             52            226
gptme/util/auto_naming.py                                                                      67             74            226
tests/test_chats_json.py                                                                       32             17            225
tests/test_cli_fatal_error_envelope.py                                                         46             40            225
tests/test_release_source.py                                                                   20             10            225
tests/test_shell_restart.py                                                                    62             45            225
gptme/mcp/registry.py                                                                          59             70            224
tests/test_server_fresh_bad_input.py                                                           46             44            224
gptme/eval/suites/behavioral/__init__.py                                                        9             11            223
gptme/model_attestation.py                                                                     63             78            223
gptme/server/auth.py                                                                           77            118            222
gptme/server/computer_api.py                                                                   51             55            222
scripts/measure_output_capture.py                                                              15             20            222
tests/test_tui_recovery.py                                                                     31              7            222
gptme/eval/suites/practical6.py                                                                56             46            221
tests/test_browser_lynx.py                                                                     70             16            220
tests/test_server_tools_query.py                                                               59             39            220
gptme/lessons/commands.py                                                                      91             48            219
gptme/hooks/tests/test_cli_confirm.py                                                          75             23            218
gptme/lessons/selector.py                                                                      18             21            218
gptme/util/_sound_sounddevice.py                                                               57             50            218
tests/test_sdk_stream_terminal.py                                                              27              2            218
tests/test_util_keyword_matching.py                                                            75             46            218
gptme/hooks/aw_watcher_agent.py                                                                49             21            217
tests/test_chats_read.py                                                                       29              4            217
tests/test_lessons_tool.py                                                                     62             34            216
tests/test_llm_retry_abort.py                                                                  85             62            216
gptme/server/api_v2_common.py                                                                 113             96            215
gptme/commands/base.py                                                                         71             76            214
gptme/commands/session.py                                                                      69             57            214
gptme/cli/cmd_batch.py                                                                         32              6            213
gptme/config/cli_setup.py                                                                      37             61            213
gptme/eval/swe_extra/swe_bench_extra_data.py                                                   69             51            213
tests/test_config_trust.py                                                                     94             43            212
tests/test_conversation_metadata_readonly.py                                                   31             16            212
tests/test_perf.py                                                                             67             54            212
tests/test_tools_append_hooks.py                                                               43              1            212
tests/test_context_budget.py                                                                   72             38            209
tests/test_executor.py                                                                         50             31            209
tests/test_server_api_v2_common.py                                                             55             52            209
tests/test_workspace_memory_policy.py                                                          40              3            209
gptme/eval/swebench/evaluate.py                                                                39             61            208
gptme/lessons/skill_events.py                                                                  33             26            208
tests/test_autocompact_scoring.py                                                              86             39            208
tests/test_browser_state.py                                                                    83             33            208
tests/test_server_v2_hooks.py                                                                  80             60            207
tests/test_cli_elicitation.py                                                                  45              2            206
tests/test_tui_skill_events.py                                                                 24              5            206
tests/test_oauth_openrouter.py                                                                 62              9            205
gptme/server/panels_api.py                                                                     51             51            204
gptme/util/git_worktree.py                                                                     42             71            204
tests/test_shell_stream_oneshot.py                                                             71             44            204
gptme/hooks/guardrails.py                                                                      69             91            203
tests/test_perf_tui.py                                                                         57             51            203
tests/test_util_file_storage.py                                                                51             36            203
tests/test_subagent_parent_isolation.py                                                        56             30            202
gptme/eval/suites/practical7.py                                                                57             81            201
gptme/hooks/auto_snapshots.py                                                                  51             66            201
tests/test_acp_client.py                                                                       72             36            201
gptme/util/sound.py                                                                            65             72            200
tests/test_recovery_stream_overload.py                                                         27              3            200
tests/test_tutorial.py                                                                         85              7            200
tests/test_tools_tmux_compounds.py                                                             37              1            199
gptme/hooks/tests/test_active_context.py                                                       37             29            198
tests/test_browser_state_load_failure.py                                                       19              6            198
tests/test_vent.py                                                                             39             10            198
gptme/tools/morph.py                                                                           43             56            197
gptme/util/export.py                                                                           40             41            197
gptme/hooks/tests/test_server_elicit.py                                                        58             23            196
tests/test_chats_clean.py                                                                      46             18            196
tests/test_execute_msg_hook_call_id.py                                                         70             52            196
tests/test_shell_memory.py                                                                     43              7            196
tests/test_util_interrupt.py                                                                   68             44            196
gptme/util/clipboard.py                                                                        26             19            193
tests/test_save_confirmation_baseline.py                                                       32              1            193
tests/test_tools_convert_percent_inputs.py                                                     19              4            192
gptme/eval/suites/practical8.py                                                                68             62            191
gptme/hooks/script.py                                                                          21              8            189
tests/test_computer_task.py                                                                   116             31            189
tests/test_credential_output_integration.py                                                    34             25            189
tests/test_summary_model.py                                                                    46              3            189
gptme/prompt_queue.py                                                                          49             35            188
gptme/tools/pruner.py                                                                          44              0            188
tests/test_openrouter_pricing_overrides.py                                                     31              5            188
gptme/config/core.py                                                                           59             86            187
gptme/eval/agents/claude_code.py                                                               41             33            187
gptme/memory/recall.py                                                                         35             14            187
gptme/hooks/tests/test_server_confirm.py                                                       48             32            186
tests/test_file_selector_integration.py                                                        53             24            186
tests/test_tools_convert_docx.py                                                               33              3            186
gptme/eval/suites/practical14.py                                                               64             52            185
tests/test_tools_convert_docx_literals.py                                                      19              3            185
gptme/mcp/server.py                                                                            51             68            184
gptme/tools/autocompact/recovery.py                                                            25             37            184
tests/test_chats_matching_snippets.py                                                          13              6            184
tests/test_native_tool_names.py                                                                28              1            184
tests/test_tools_chats.py                                                                      43             22            184
tests/test_tools_gh_pagination.py                                                              24              1            184
tests/test_workspace_snapshot_namespace.py                                                     17              3            184
tests/test_computer_screenshot_cli.py                                                          53             12            183
tests/test_fold_mid_system.py                                                                  74             43            183
tests/test_foreground_output_dedup.py                                                          38             16            182
tests/test_k_best.py                                                                           76             23            182
gptme/context/selector/file_selector.py                                                        50             63            181
gptme/hooks/_credential_output.py                                                              18             22            181
gptme/llm/responses_phase.py                                                                   22             29            181
tests/test_memory_tool.py                                                                      38             11            181
gptme/cli/cmd_stats.py                                                                         51             36            180
gptme/hooks/time_awareness.py                                                                  50             74            180
gptme/tools/autocompact/events.py                                                              30             25            179
tests/test_dspy_hybrid.py                                                                      65             45            179
tests/test_tools_tmux.py                                                                       77             65            179
tests/test_dspy_basic.py                                                                       66             44            177
gptme/cli/cmd_tutorial.py                                                                      50             37            176
gptme/eval/suites/practical4.py                                                                47             24            176
tests/test_sdk_recovery_redirects.py                                                           15              2            176
gptme/llm/models/types.py                                                                      69            123            175
gptme/util/tokens.py                                                                           54             76            175
tests/test_chats_native_snippets.py                                                            31              2            175
gptme/llm/llm_gptme.py                                                                         70            125            174
tests/test_subagent_shell_pgid_kill.py                                                         40             31            174
gptme/tools/request_tool_change.py                                                             35             33            173
tests/test_tools_choice.py                                                                     59             26            173
tests/test_chats_export.py                                                                     48             17            172
tests/test_util_cli_generate.py                                                                35              7            172
gptme/circuit_breaker.py                                                                       49             72            171
gptme/eval/suites/practical10.py                                                               55             65            171
tests/test_acp_types.py                                                                        35             12            171
tests/test_toolspec_read_only.py                                                               40             12            171
gptme/eval/agents/swebench.py                                                                  35             22            170
gptme/tools/shell_memory.py                                                                    37             29            170
tests/test_browser_navigation_live.py                                                          28              9            170
gptme/server/acp_session_runtime.py                                                            34             30            169
gptme/util/cost_tracker.py                                                                     56             99            169
gptme/util/tool_format.py                                                                      48             76            169
tests/test_tools_form.py                                                                       34             19            169
gptme/hooks/cache_awareness.py                                                                118            186            168
gptme/oauth/openrouter.py                                                                      48             43            168
tests/test_util_terminal.py                                                                    52             34            168
tests/test_memory_cli_metadata.py                                                              16              8            167
tests/test_python_streams.py                                                                   27              2            167
tests/test_tauri_apt_setup.py                                                                  19             10            167
tests/test_tools_elicit.py                                                                     50             25            167
tests/test_tools_time_awareness.py                                                             52             34            167
gptme/llm/utils.py                                                                             56             92            165
gptme/tools/vision.py                                                                          38             49            165
gptme/eval/suites/practical2.py                                                                46             18            164
tests/test_chat_config.py                                                                      65             51            164
tests/test_tui_visual.py                                                                       50             47            164
gptme/dirs.py                                                                                  72            101            163
gptme/hooks/types.py                                                                           96            136            163
tests/test_backtrack.py                                                                        39             11            163
tests/test_util_cost.py                                                                        29             26            163
gptme/cli/cmd_dataset.py                                                                       26             31            162
gptme/llm/_degeneration.py                                                                     41             74            162
gptme/cli/cmd_explain.py                                                                       33             26            161
tests/test_acp_protocol_logging.py                                                             56             15            160
tests/test_tree.py                                                                             64             40            160
gptme/eval/suites/practical3.py                                                                27             19            158
tests/test_acp_stdout.py                                                                       76             37            158
tests/test_server_v2_tool_confirmation.py                                                      33             33            158
tests/test_uri.py                                                                              55             30            158
gptme/llm/llm_openai_models_deprecated.py                                                       5             14            157
gptme/tools/autocompact/handlers.py                                                            32             31            157
tests/test_tools_convert_orientation.py                                                        34             11            157
gptme/hooks/cli_confirm.py                                                                     52             59            156
gptme/util/__init__.py                                                                         34             30            156
tests/test_commands_account.py                                                                 37              6            156
tests/test_openai_responses_input.py                                                           17              9            156
gptme/server/app.py                                                                            41            143            155
gptme/eval/suites/practical15.py                                                               65             92            154
tests/test_eval_pass_rate_gate.py                                                              48              9            154
tests/test_git_cmd_resolver.py                                                                 45             34            154
tests/test_patch_exact_uniqueness.py                                                           19              2            153
tests/test_server_config_workspace_containment.py                                              42             46            153
tests/test_timings.py                                                                          66             50            153
tests/test_subagent_integration.py                                                             48             21            152
gptme/commands/account.py                                                                      46             20            151
gptme/eval/suites/behavioral/add_deprecation_warning.py                                        73            138            151
gptme/eval/suites/practical9.py                                                                69             76            151
gptme/eval/swebench/retrieval.py                                                               46             62            151
tests/test_prompt_queue.py                                                                     48             17            151
tests/test_util_tree.py                                                                        44             33            151
gptme/tools/subagent/persistence.py                                                            29             36            150
tests/test_shell_max_output_bytes.py                                                           63             80            150
gptme/server/client.py                                                                         63             79            149
tests/test_tools_gh_merge_guards.py                                                            18              1            149
gptme/tools/form.py                                                                            42             65            148
tests/fixtures/provider_test_scaffold.py                                                       76             68            148
tests/test_util_install.py                                                                     34             31            148
gptme/eval/agents/__init__.py                                                                  24             15            147
gptme/hooks/token_awareness.py                                                                 47             50            147
tests/test_master_context.py                                                                   39             24            147
gptme/acp/__main__.py                                                                          52             57            146
tests/test_misc_subprocess_timeouts.py                                                         48             30            146
tests/test_tools_watch_timer_deadline.py                                                       20              2            146
tests/test_tui_output_collapse.py                                                              20              4            145
gptme/lessons/skill_commands.py                                                                47             58            144
tests/test_credential_output.py                                                                 8              2            144
tests/test_subagent_concurrency.py                                                             37             16            144
gptme/commands/checkpoint.py                                                                   21              4            143
gptme/hooks/tests/test_aw_watcher_agent.py                                                     26              6            143
tests/test_dependabot_automerge.py                                                             27             11            141
tests/test_server_elicitation.py                                                               47             17            141
tests/test_backtrack_identity.py                                                               27              2            140
tests/test_tools_token_awareness.py                                                            59             47            140
gptme/server/api_v2_agents.py                                                                  25             17            139
tests/test_dspy_integration.py                                                                 54             32            139
gptme/commands/backtrack.py                                                                    31             29            138
gptme/config/trust.py                                                                          54             45            138
gptme/eval/suites/practical5.py                                                                67             80            138
gptme/tools/elicit.py                                                                          40            123            138
tests/test_computer_milestone_integration.py                                                   61             59            138
tests/test_subagent_summary.py                                                                 19              2            138
tests/test_tools_convert_pdf_first_page.py                                                     16              8            138
tests/test_util_content.py                                                                     49             25            137
gptme/hooks/tool_target_instructions.py                                                        37             47            136
tests/test_browser_blockage.py                                                                 46             97            136
gptme/eval/swebench/utils.py                                                                   30             10            135
gptme/tools/autocompact/context_provider.py                                                    51             54            135
tests/test_browser_executable_path_env.py                                                      28             32            135
tests/test_cli_explain.py                                                                      53             18            135
tests/test_prompt_fragments.py                                                                 20              1            135
gptme/commands/export.py                                                                       32             25            134
tests/test_browser_state_publication.py                                                        18              4            134
gptme/llm/request_limits.py                                                                    26             19            133
tests/test_computer_gate.py                                                                    76             40            133
gptme/cli/cmd_attest.py                                                                        21              5            131
gptme/eval/suites/practical17.py                                                               64            137            131
tests/test_git_worktree_inspection.py                                                          19              2            131
tests/test_shell_parser.py                                                                     31             17            131
gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py                   41             72            130
gptme/util/replay.py                                                                           42             49            129
tests/test_agent_workspace_timeouts.py                                                         41             22            129
tests/test_morph_source_admission.py                                                           19             20            129
tests/test_snapshot_list.py                                                                    45              7            129
tests/test_acp_adapter.py                                                                      42             33            128
tests/test_build_distribution.py                                                               14              7            128
tests/test_cwe214_docker_env_leak.py                                                           42             41            128
tests/test_server_webui_dir.py                                                                 61             23            128
gptme/hooks/tests/test_markdown_validation.py                                                  29             21            127
tests/test_server_tools_allowlist.py                                                           47              2            127
gptme/eval/suites/practical21.py                                                               76            184            126
gptme/hooks/injection_screening.py                                                             33             39            126
tests/test_active_context.py                                                                   41             22            126
tests/test_docs_structure.py                                                                   31             29            126
gptme/hooks/tests/test_cache_awareness.py                                                      47             34            125
gptme/k_best.py                                                                                34             40            125
gptme/server/skills_api.py                                                                     32              4            125
tests/test_chats_rename.py                                                                     48             19            125
tests/test_util_context_dedup.py                                                               61             43            125
gptme/hooks/confirm.py                                                                         57             95            124
gptme/server/metrics.py                                                                        37             19            124
tests/test_treeofthoughts.py                                                                   34             23            124
gptme/eval/suites/behavioral/handle_specific_exception.py                                      15              8            123
gptme/hooks/form_autodetect.py                                                                 48             65            123
gptme/tools/recall.py                                                                          25             20            123
tests/test_computer_risk_streaming.py                                                          54             44            123
tests/test_llm_image_attachments.py                                                            17              1            123
tests/test_prompt.py                                                                           36             36            123
gptme/eval/suites/practical11.py                                                               53             26            122
gptme/eval/suites/practical12.py                                                               56             49            122
gptme/hooks/server_confirm.py                                                                  51             59            122
tests/test_subagent_planner_roles.py                                                           39             30            121
gptme/tools/vent.py                                                                            40             67            120
tests/test_eval_format_routing.py                                                              30             25            120
tests/test_tui_before_tool_execution.py                                                        21              9            120
gptme/plugins/registry.py                                                                      40             41            119
tests/test_integration_phase4.py                                                               22             19            119
gptme/eval/suites/practical20.py                                                               77            190            118
tests/test_compaction_reminder.py                                                              29              1            118
tests/test_cost_cache_cold_warning.py                                                          33              8            118
tests/test_cli_non_utf8_input.py                                                               28              8            117
gptme/eval/suites/behavioral/add_type_hints.py                                                 40             97            116
gptme/util/ask_execute.py                                                                      26             44            116
tests/test_agent_service_timeouts.py                                                           19             18            116
scripts/auto_rename_logs.py                                                                    34             23            115
tests/test_browser_navigation.py                                                               20              4            115
tests/test_server_cli_fallback.py                                                              18             13            115
tests/thread_leak.py                                                                           34             55            115
gptme/eval/suites/practical18.py                                                               52            117            114
tests/test_tools_tmux_native_panes.py                                                          22              2            114
gptme/hooks/server_elicit.py                                                                   52             56            113
gptme/llm/llm_openrouter_subscription.py                                                       35             43            113
tests/test_cli_auth.py                                                                         24              4            113
tests/test_lessons_status.py                                                                   67             96            113
tests/test_server_host_validation.py                                                           46             29            112
tests/test_subagent_tool_format.py                                                             31             17            112
tests/test_tools_convert_document_publication.py                                               17              5            112
tests/test_hashline_confirmation_ownership.py                                                  12              2            111
tests/test_tools_write_encoding.py                                                             20              2            111
gptme/eval/types.py                                                                            35             69            110
gptme/tools/computer_semantic.py                                                               61            129            110
gptme/util/redact.py                                                                           38            149            110
tests/test_python_kernel_stdin.py                                                              16              3            110
tests/test_tools_convert_video_filenames.py                                                     9              2            110
gptme/tui/statusline.py                                                                        15             11            109
tests/test_computer_run_task_cli.py                                                            40             14            109
gptme/tools/choice.py                                                                          34             41            108
gptme/tools/memory.py                                                                          35             41            108
gptme/util/master_context.py                                                                   37             57            108
tests/test_browser_session_persistence.py                                                      62             33            108
tests/test_cost_awareness_delayed_warning.py                                                   42             32            108
tests/test_restart_argv.py                                                                      9              3            108
tests/test_util_export_browser.py                                                              14             14            108
tests/test_validate_release_package.py                                                         29              2            108
gptme/eval/suites/practical29.py                                                               69            129            107
gptme/util/interrupt.py                                                                        46             38            107
tests/test_build_changelog.py                                                                  24             13            107
tests/test_server_perf.py                                                                      23             38            107
gptme/eval/suites/practical28.py                                                               66            155            106
tests/test_setup_completions.py                                                                32              6            106
gptme/cli/checkpoint.py                                                                        23             14            105
gptme/eval/suites/behavioral/implement_lru_cache.py                                            56            101            105
gptme/eval/suites/practical13.py                                                               47             47            105
gptme/eval/suites/practical19.py                                                               58            133            105
gptme/eval/suites/behavioral/implement_event_emitter.py                                        48             94            104
gptme/eval/suites/practical22.py                                                               76            174            104
scripts/train/collect.py                                                                       35             52            104
gptme/lessons/matcher.py                                                                       35             47            103
tests/test_server_parent_death_watcher.py                                                      25             38            103
tests/test_util_output_storage.py                                                              23             13            103
gptme/eval/suites/practical23.py                                                               75            190            102
gptme/eval/suites/practical30.py                                                               68            110            102
gptme/tools/autocompact/decision.py                                                            36             75            102
tests/test_appimage_release.py                                                                  9              5            102
gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py                                     55             93            101
gptme/eval/suites/behavioral/root_cause_pipeline_debug.py                                      48            117            101
gptme/eval/suites/practical25.py                                                               70            147            101
gptme/eval/suites/practical27.py                                                               70            154            101
gptme/eval/suites/practical33.py                                                               68            109            101
gptme/server/tts_api.py                                                                        24             18            101
gptme/eval/suites/behavioral/refactor_for_testability.py                                       22             45            100
gptme/eval/suites/practical32.py                                                               70            134            100
gptme/hooks/active_context.py                                                                  25             23            100
gptme/tools/_computer_gate.py                                                                  33             61            100
gptme/tools/autocompact/native_anthropic.py                                                    30             30            100
gptme/tools/screenshot.py                                                                      30             45            100
gptme/util/context_measurement.py                                                              18             26            100
tests/test_command_completion.py                                                               33             23            100
tests/test_eval_constraint_satisfaction.py                                                     24              8            100
tests/test_hooks_mcp_namespace_hint.py                                                         30             14            100
gptme/__version__.py                                                                           21             17             99
gptme/eval/suites/practical24.py                                                               78            204             99
gptme/eval/suites/practical26.py                                                               72            162             99
gptme/eval/suites/practical31.py                                                               69            112             99
gptme/eval/swe_extra/run_swe_extra.py                                                          25             15             99
tests/test_generation_pre_snapshot_boundary.py                                                 38             39             99
tests/test_knowledge_subprocess.py                                                              8              4             99
tests/test_shell_output_boundaries.py                                                          13              4             99
tests/test_tools_convert_docx_hyperlinks.py                                                    21              4             99
gptme/eval/suites/behavioral/implement_priority_queue.py                                       61            109             98
tests/test_thread_leak.py                                                                      29              7             98
tests/test_server_auth.py                                                                      46             25             97
gptme/eval/suites/behavioral/optimize_n_squared.py                                             31             43             96
tests/test_util.py                                                                             46             86             96
tests/test_agent_fork_command.py                                                               18              5             95
tests/test_openrouter_cache_pricing.py                                                         28              5             95
tests/test_policy_block.py                                                                     29              9             95
tests/test_session.py                                                                          40             21             95
tests/test_server_v2_sse.py                                                                    26             27             94
gptme/config/__init__.py                                                                        7             16             93
tests/test_tools_convert_literal_inputs.py                                                      7              1             93
tests/test_tools_convert_literal_paths.py                                                       9              1             93
gptme/cli/cmd_slop.py                                                                          17             10             92
gptme/util/context_budget.py                                                                   21             53             92
gptme/plugins/entrypoints.py                                                                   28             49             91
gptme/prompts/chat_history.py                                                                  34             27             91
gptme/tools/_url_safety.py                                                                     32             50             91
scripts/smoke_frozen_server.py                                                                 15             14             91
tests/test_logmanager_locking.py                                                               20              5             91
tests/test_server_etag.py                                                                      22              5             91
tests/test_shell_sigterm.py                                                                    11             57             91
gptme/acp/types.py                                                                             25             13             90
gptme/hooks/knowledge_inject.py                                                                21             37             90
tests/test_agent_memory.py                                                                     26             17             90
gptme/eval/tbench/run.py                                                                       16             12             89
tests/test_python_backend_selection.py                                                         22              1             89
tests/test_swebench_utils.py                                                                   27              2             89
gptme/commands/__init__.py                                                                     16             21             88
gptme/constants.py                                                                             43             50             88
gptme/llm/models/recommended.py                                                                19             31             88
tests/test_commands_rag.py                                                                     16              2             88
tests/test_server_cors.py                                                                      33             20             88
tests/test_tools_vision_exif.py                                                                12              3             88
gptme/eval/suites/behavioral/circuit_breaker.py                                                53            118             87
gptme/prompts/context_cmd.py                                                                   12             18             87
gptme/util/tree.py                                                                             21             15             87
scripts/verify_cloudflare_pages_deep_links.py                                                  17              1             87
tests/test_browser_github_routing.py                                                           27              0             86
tests/test_browser_screenshot.py                                                               14              1             86
tests/test_shell_state_contract.py                                                              7              4             86
gptme/eval/suites/behavioral/implement_memoization.py                                          50            112             85
gptme/logmanager/fork.py                                                                       16             13             85
gptme/tools/_browser_lynx.py                                                                   11              8             85
tests/test_output_format.py                                                                    29             21             84
gptme/eval/suites/behavioral/validate_user_input.py                                            33             55             83
gptme/hooks/tests/test_cwd_awareness.py                                                        16             13             83
gptme/tools/progress.py                                                                        24             53             83
tests/test_shell_high_fd.py                                                                    28             29             83
gptme/eval/suites/behavioral/add_docstrings.py                                                 47            103             82
gptme/eval/suites/behavioral/add_feature_preserve_default.py                                   27             40             82
gptme/logmanager/conv_checkpoints.py                                                           25             23             82
tests/test_cli_llm_generate.py                                                                 19             12             82
tests/test_cli_sound.py                                                                        26              2             82
tests/test_tool_description_cap.py                                                             29             13             82
gptme/tools/autocommit.py                                                                      38             58             81
tests/test_eval_swebench_retrieval.py                                                          25              4             81
tests/test_release_preflight.py                                                                 5              2             81
tests/test_prompt_skills_summary.py                                                            44             44             80
tests/test_windows_signing.py                                                                   5              2             80
gptme/cli/cmd_agents.py                                                                        19             14             79
gptme/eval/suites/behavioral/rate_limiting.py                                                  52            118             78
gptme/llm/models/__init__.py                                                                    4             12             77
gptme/logmanager/cleanup.py                                                                    12             20             77
gptme/util/context_savings.py                                                                  20              6             77
tests/fixtures/hol_guard_shell_hook.py                                                         28             25             77
tests/test_eval_timeouts.py                                                                    32             33             77
tests/test_xml_format.py                                                                       33             91             77
gptme/cli/cmd_capabilities.py                                                                   8              6             76
gptme/cli/cmd_sound.py                                                                         26             15             76
gptme/context/compress.py                                                                      63            131             76
gptme/util/output_storage.py                                                                   31             40             76
tests/test_attachment_loading.py                                                               17              5             76
gptme/eval/pass_rate_gate.py                                                                   23             44             75
gptme/memory/policy.py                                                                         11              7             75
scripts/check_docs_repo_links.py                                                               14             14             75
tests/test_acp_recovery.py                                                                     13              2             75
tests/test_markdown_validation.py                                                              43             34             75
tests/test_shell_issue729.py                                                                   50             52             75
gptme/eval/suites/behavioral/retry_with_backoff.py                                             30             49             74
gptme/tools/subagent/control.py                                                                19              3             74
gptme/util/generate_name.py                                                                     5              6             74
tests/test_logmanager_fork_locking.py                                                          19            156             74
tests/test_patch_literal_comments.py                                                           15              1             74
tests/test_setup_api_key.py                                                                    19              1             74
tests/test_subscription_pricing.py                                                             27             14             74
tests/test_pytest_timeout_retry_interaction.py                                                 21             25             73
tests/test_shell_issue772.py                                                                   48             47             73
tests/test_llm_empty_stream.py                                                                 33              4             72
tests/test_python_support.py                                                                   14              5             72
gptme/context/selector/llm_based.py                                                            30             37             71
tests/test_acp_e2e_smoke.py                                                                    23             27             71
gptme/llm/llm_anthropic_models_deprecated.py                                                    5             11             70
gptme/llm/retry_abort.py                                                                       24             66             70
gptme/session.py                                                                               39             64             70
gptme/config/project.py                                                                        23             28             69
gptme/memory/match.py                                                                          16             13             69
tests/test_server_audio_transcription.py                                                       20             15             69
gptme/util/_sound_cmd.py                                                                       22             18             68
gptme/util/file_write.py                                                                        8             20             68
scripts/validate_release_package.py                                                            14              4             68
tests/test_hooks_form_autodetect.py                                                            22             34             68
tests/test_browser_markdown_literals.py                                                        13              1             67
tests/test_docs_tool_formats_coverage.py                                                       16             15             67
tests/test_tools_watch_run_utf8.py                                                             11              2             67
gptme/eval/swe_extra/swe_bench_constants.py                                                     9              9             66
gptme/tools/autocompact/__init__.py                                                             3             14             66
tests/test_util_context_savings.py                                                             12              0             66
gptme/eval/suites/behavioral/fix_mutable_default.py                                            31             57             65
gptme/eval/tbench/agent.py                                                                     20             24             65
tests/test_computer_api.py                                                                     90            401             65
tests/test_eval_tool_efficiency.py                                                             20             11             64
tests/test_tools_native_kwargs.py                                                              23              6             64
gptme/eval/filestore.py                                                                        11              8             63
gptme/lessons/skills/python-repl/python_helpers.py                                             28             26             63
gptme/memory/roots.py                                                                          18             16             63
gptme/context/config.py                                                                        20             46             62
gptme/eval/suites/__init__.py                                                                  22             18             62
gptme/eval/suites/behavioral/test_driven_error_handling.py                                     35             56             62
gptme/eval/suites/init_projects.py                                                             21              1             62
tests/test_build_apt_retry.py                                                                   5             30             62
tests/test_cli_hooks_settings_shape.py                                                         12              1             62
gptme/eval/suites/behavioral/add_logging.py                                                    27             39             61
gptme/llm/retry_policy.py                                                                      19             24             60
gptme/tools/_browser_perplexity.py                                                             22             16             60
tests/test_entrypoints.py                                                                      26             37             60
tests/test_llm_mock.py                                                                         22             12             60
tests/test_shell_escaped_pipes.py                                                               9              2             60
tests/test_shell_output_mixing_issue408.py                                                     25             29             60
gptme/context/selector/rule_based.py                                                           20             13             59
gptme/eval/suites/behavioral/merge_conflict_resolution.py                                      31             63             59
gptme/eval/suites/behavioral/noisy_worktree_fix.py                                             45             77             59
gptme/eval/suites/behavioral/scope_discipline_bugfix.py                                        37             52             59
gptme/util/uri.py                                                                              29             42             59
tests/test_eval_practical20.py                                                                 27              8             59
tests/test_logmanager_corrupt_lines.py                                                         17             11             59
tests/test_server_client.py                                                                    33             26             59
tests/test_server_metrics.py                                                                   20             20             59
tests/test_shell_memory_limit.py                                                               18             14             59
gptme/eval/suites/behavioral/fix_data_mutation.py                                              26             44             58
gptme/eval/suites/behavioral/fix_security_path_traversal.py                                    23             31             58
gptme/logmanager/durability.py                                                                 13             21             58
gptme/prompts/skills.py                                                                        16             10             58
tests/test_useredit.py                                                                         16              3             58
gptme/tools/clarify.py                                                                         17             26             57
tests/test_openrouter_reported_cost.py                                                         18              1             57
tests/test_webui_redirects.py                                                                  11              7             57
gptme/eval/dspy/signatures.py                                                                  19             21             56
gptme/eval/suites/behavioral/extract_function_refactor.py                                      30             52             56
tests/test_chat_history.py                                                                     14             12             56
tests/test_cli_init.py                                                                         19              2             56
gptme/context/selector/file_integration.py                                                     13             10             55
gptme/eval/suites/behavioral/write_test_suite.py                                               24             33             55
gptme/util/cost.py                                                                             20             21             55
gptme/util/history.py                                                                          17              7             55
tests/test_browser_reconnect_owner.py                                                          11              3             55
gptme/hooks/cwd_changed.py                                                                     18             11             54
gptme/hooks/mcp_namespace_hint.py                                                              21             24             54
tests/test_computer_artifacts.py                                                               14              3             54
tests/test_server_skills_api.py                                                                13              1             54
gptme/credentials.py                                                                           16              7             53
gptme/util/context_dedup.py                                                                    41             93             53
gptme/util/terminal.py                                                                         28             23             53
tests/test_context_status.py                                                                   11              2             53
tests/test_eval_practical17.py                                                                 33              3             53
tests/test_eval_practical18.py                                                                 23              4             53
tests/test_eval_practical19.py                                                                 23              6             53
tests/test_server_tts_api.py                                                                   21              0             53
gptme/llm/provider_plugins.py                                                                  40             37             52
gptme/hooks/markdown_validation.py                                                             36             41             51
tests/test_checkpoint_restart.py                                                               10              1             51
tests/test_github_bot.py                                                                       12              1             51
gptme/eval/suites/behavioral/remove_dead_code.py                                               40             63             50
tests/test_util_generate_name.py                                                               19             11             50
gptme/cli/cmd_snapshot.py                                                                      12              6             49
gptme/eval/suites/behavioral/multi_file_rename.py                                              27             42             49
gptme/eval/suites/behavioral/use_existing_helper.py                                            32             45             49
gptme/eval/swebench/info.py                                                                     8              3             49
gptme/logmanager/locking.py                                                                     9             11             49
gptme/tools/subagent/concurrency.py                                                            12             10             49
tests/test_execute_msg_defensive.py                                                            19             19             49
gptme/tools/_allowlist.py                                                                      18             15             48
tests/test_recovery_strict_exhaustion.py                                                        7              2             48
tests/test_tool_memory_native.py                                                               14              2             48
gptme/eval/suites/behavioral/git_selective_commit.py                                           21             59             47
gptme/status_provider.py                                                                       24             60             47
tests/test_pytest_retry_tmp_path_interaction.py                                                17             26             47
gptme/context/selector/hybrid.py                                                               14             18             46
tests/test_dspy_gepa.py                                                                        18              9             46
tests/test_import_boundaries.py                                                                 8             12             46
gptme/eval/suites/behavioral/debug_data_pipeline.py                                            30             61             45
tests/test_demo_capture.py                                                                     19              9             45
tests/test_recovery_nested_budget.py                                                           11              2             45
gptme/logmanager/__init__.py                                                                    4              9             44
tests/test_pdf_to_images.py                                                                    13             13             43
gptme/eval/suites/behavioral/stage_new_files.py                                                12             18             42
gptme/cli/cmd_mcp_serve.py                                                                     14             17             41
gptme/context/selector/file_config.py                                                          10              8             41
gptme/hooks/test.py                                                                            14              6             41
gptme/llm/llm_mock.py                                                                          16             22             41
tests/test_cli_context_non_utf8.py                                                             11              1             41
gptme/eval/cost.py                                                                             18             25             40
gptme/util/file_storage.py                                                                     30             47             40
tests/test_check_rst_formatting.py                                                             28             59             40
tests/test_tools_read_range_decoding.py                                                         7              2             40
gptme/util/keyword_matching.py                                                                 35             66             39
tests/test_shell_fd_leak.py                                                                    23             16             39
gptme/__init__.py                                                                              10              4             38
tests/test_utils.py                                                                            14             17             38
gptme/cli/wut.py                                                                               13             12             36
gptme/commands/rag.py                                                                          17              8             36
gptme/util/useredit.py                                                                         15             18             36
tests/test_message_command.py                                                                  14             13             36
tests/test_python_kernel_review_regressions.py                                                 13              1             36
gptme/eval/suites/behavioral/iterative_debug.py                                                28             39             35
tests/test_tools_pruner.py                                                                      9              0             35
tests/test_chat_config_readonly.py                                                             15              1             34
tests/test_cli_confirm_hook.py                                                                 24             20             34
tests/test_credentials.py                                                                      16              0             34
tests/test_logmanager_reader_context.py                                                         9             62             34
gptme/context/__init__.py                                                                       8              8             33
gptme/memory/__init__.py                                                                        3              4             33
gptme/util/summary.py                                                                           8              6             33
tests/test_shell_for_loop_issue724.py                                                          16             24             33
tests/test_subagent_log_lock.py                                                                 9              3             33
gptme/eval/suites/behavioral/_common.py                                                         9              5             32
gptme/hooks/tests/test_auto_confirm.py                                                         12              4             32
gptme/tools/native_names.py                                                                    10              8             32
gptme/context/selector/__init__.py                                                             12             16             31
gptme/server/token_file.py                                                                     13             13             31
gptme/util/content.py                                                                          18             24             30
gptme/util/install.py                                                                          13             25             30
tests/test_docker_lockfile.py                                                                   9              3             30
tests/test_project_config_list_types.py                                                         6              1             30
tests/test_user_config_isolation.py                                                            10              3             30
gptme/hooks/cwd_awareness.py                                                                   11             18             29
gptme/util/git_cmd.py                                                                          12             30             29
gptme/util/notification_ready.py                                                                9              6             29
tests/test_agent_merge_project_config.py                                                       16             11             29
tests/test_package_exports.py                                                                  10              3             29
gptme/eval/swebench/__init__.py                                                                 1              0             28
tests/test_cmd_init_toml_name.py                                                               12              1             28
tests/test_eval_practical16.py                                                                 11              0             28
tests/test_lessons_frontmatter_name_type.py                                                    11              1             28
tests/test_tool_preview_content.py                                                             12              3             28
gptme/context/selector/config.py                                                                9              9             26
tests/test_browser_markdown_packaging.py                                                        3              1             26
tests/test_quota_skip.py                                                                        5              3             26
gptme/acp/adapter.py                                                                           19             22             25
gptme/executor.py                                                                              18             26             25
gptme/util/clock.py                                                                            13             16             25
tests/fixtures/retry_server.py                                                                 11             13             25
gptme/hooks/auto_confirm.py                                                                    11              9             24
gptme/tools/autocompact/config.py                                                              11             16             24
tests/test_tool_loading_duplicate.py                                                           16             15             24
gptme/cli/cmd_review.py                                                                        23             34             23
gptme/context/selector/base.py                                                                 14             23             23
gptme/mcp/__init__.py                                                                           4              3             23
gptme/tools/_hashline_snapshot.py                                                              16             15             23
gptme/util/conversation_ids.py                                                                  7              4             22
tests/test_credentials_integration.py                                                           8              0             22
gptme/acp/__init__.py                                                                           5             13             21
gptme/lessons/__init__.py                                                                       7             15             21
gptme/agent/__init__.py                                                                         3              6             19
tests/test_constants.py                                                                        11             13             19
tests/test_server_cli_tools.py                                                                 12              4             19
tests/test_tools_shell_multiline.py                                                             7             19             19
tests/test_browser_format.py                                                                    8              6             18
gptme/eval/dspy/__init__.py                                                                    11             13             17
gptme/eval/suites/browser.py                                                                    5              0             17
gptme/plugins/plugin.py                                                                        25             39             17
tests/test_session_allowlist_isolation.py                                                      14             31             17
gptme/cli/__init__.py                                                                          10             13             15
tests/test_llm_summarize_terminal_projection.py                                                 9              9             15
tests/test_screenshot.py                                                                        9              6             15
gptme/hooks/_policy_block.py                                                                   10             13             14
gptme/util/multiprompt.py                                                                       6              8             14
gptme/__main__.py                                                                               2              0             12
gptme/util/stdio.py                                                                             8              9             12
gptme/server/__init__.py                                                                        5              8              9
gptme/server/constants.py                                                                       7             11              9
gptme/eval/tbench/__init__.py                                                                  13             22              8
gptme/tools/subagent/context.py                                                                 4             10              8
gptme/util/rich_text.py                                                                         6             10              7
tests/retry_compat.py                                                                           8             22              6
gptme/llm/constants.py                                                                          2              6              5
scripts/eval_trends.py                                                                          2              1              5
gptme/eval/__init__.py                                                                          2              2              4
scripts/eval_leaderboard.py                                                                     2              1              4
gptme/eval/__main__.py                                                                          1              0              3
gptme/eval/dspy/__main__.py                                                                     3              5              3
gptme/eval/swebench/__main__.py                                                                 1              0              3
gptme/server/__main__.py                                                                        1              0              3
gptme/tools/_browser_format.py                                                                  3              5              3
gptme/dataset/__init__.py                                                                       4              7              2
gptme/oauth/__init__.py                                                                         1              4              0
gptme/tui/__init__.py                                                                           4             12              0
-------------------------------------------------------------------------------------------------------------------------------
SUM:                                                                                        86237          78192         356705
-------------------------------------------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

Code Metrics#

$ make metrics
make[2]: Entering directory '/home/runner/work/gptme/gptme'
=== Code Metrics Summary ===

Project Overview:
  Files: 1113
  Total blocks: 24342
  Average complexity: 3.9873469723112316

Most Complex Functions (D+):
  gptme/agent/doctor.py
      F 344:0 check_lessons - E
  gptme/tools/shell_flags.py
      F 414:0 _split_lines - D
      F 560:0 _check_segment - D
  gptme/tools/chats.py
      F 427:0 _format_message_with_context - D
      F 545:0 read_chat - D
  gptme/tools/python.py
      F 655:0 execute_python - E
  gptme/tools/shell.py
      M 1195:4 ShellSession._run_pipe - E
      M 1417:4 ShellSession._read_output_windows - E
      F 3507:0 _explicit_timeout_seconds - D
      M 941:4 ShellSession._run_with_tty - D
  gptme/tools/convert.py
      M 786:4 DocumentToTextConverter._convert - E
      M 527:4 ImageConverter._convert - D
  gptme/tools/shell_background.py
      M 177:4 BackgroundJob._read_output - D
  gptme/tools/gh.py
      F 222:0 _wait_for_checks - D
      F 545:0 _handle_pr_merge - D
  gptme/tools/shell_validation.py
      F 395:0 _has_sensitive_args - D
      F 1023:0 check_with_shellcheck - D
      F 869:0 _interpreter_gets_program - D
  gptme/tools/autocompact/resume.py
      F 943:0 _apply_native_compaction - E
  gptme/tools/autocompact/hook.py
  gptme/tools/autocompact/engine.py
  gptme/tools/lessons.py
      F 401:0 _auto_include_lessons - E
  gptme/tools/save.py
      F 175:0 execute_save_impl - D
  gptme/tools/tmux.py
  gptme/tools/mcp.py
  gptme/tools/subagent/batch.py
  gptme/tools/subagent/types.py
      M 501:4 Subagent._read_log - E
  gptme/tools/subagent/api.py
  gptme/tools/subagent/execution.py
      F 121:0 _resolve_profile_tools - D
      F 747:0 _run_subagent_subprocess - D
  gptme/tools/todo.py
      F 218:0 _restore_todos - E
  gptme/tools/mcp_adapter.py
      F 575:0 load_mcp_server - D
  gptme/tools/read.py
      F 485:0 execute_read - D
  gptme/tools/watch.py
      F 1105:0 _watch - E
  gptme/tools/__init__.py
      F 318:0 _init_file_plugin_tools - D
      F 532:0 get_toolchain - D
      F 419:0 init_tools - D
  gptme/tools/base.py
      F 396:0 render_tool_conditionals - D
  gptme/tools/complete.py
      F 143:0 _run_verify_cmd - D
      F 839:0 stuck_detect_hook - D
  gptme/tools/python_kernel.py
      M 628:4 KernelBackend._ensure_started - D
  gptme/tools/vision.py
      F 67:0 view_image - D
  gptme/tools/precommit.py
      F 180:0 run_precommit_checks - D
  gptme/tools/restart.py
      F 349:0 _filter_same_interface_args - D
  gptme/tools/hashline_edit.py
      F 852:0 execute_hashline_edit - D
  gptme/tools/computer.py
      F 1386:0 _dispatch_transport - D
  gptme/tools/patch_many.py
      F 262:0 _publish_patches - D
  gptme/hooks/token_awareness.py
      F 93:0 add_token_usage_warning - D
  gptme/hooks/guardrails.py
      F 252:0 guardrail_hook - D
  gptme/hooks/_credential_output.py
      F 115:0 _command_reason - D
      F 175:0 credential_output_reason - D
      F 41:0 _unwrap - D
  gptme/hooks/workspace_agents.py
      F 1345:0 scan_agents - D
  gptme/hooks/cli_confirm.py
      F 173:0 _looks_like_diff - D
  gptme/hooks/__init__.py
      F 115:0 init_hooks - D
  gptme/hooks/elicitation.py
      F 343:0 _cli_form - D
  gptme/hooks/tool_target_instructions.py
      F 67:0 _extract_paths - D
  gptme/hooks/_secret_reach.py
      F 654:0 _matches_values - E
      F 68:0 _parse_grep - E
      F 512:0 _glob_patterns - D
  gptme/hooks/registry.py
      M 178:4 HookRegistry.trigger - D
  gptme/hooks/time_awareness.py
      F 161:0 add_time_message - E
  gptme/acp/agent.py
      M 655:4 GptmeAgent.new_session - E
      M 1128:4 GptmeAgent.prompt - D
  gptme/util/capabilities_export.py
      F 549:0 validate_snapshot - D
  gptme/util/completion_verification.py
      F 136:0 _split_shell_statements - E
      F 229:0 _mask_inert_shell_text - D
      F 670:0 discover_verification_command - D
  gptme/util/gh.py
      F 1103:0 get_github_run_logs - E
      F 1304:0 search_github_issues - D
      F 1410:0 search_github_prs - D
      F 1512:0 merge_github_pr - D
  gptme/util/cost_display.py
      F 392:0 display_costs - D
      F 227:0 gather_conversation_costs - D
  gptme/util/reduce.py
      F 291:0 _drop_orphaned_tool_pairs - D
      F 362:0 limit_log - D
  gptme/util/_telemetry.py
      F 326:0 init_telemetry - D
  gptme/util/prompt.py
  gptme/util/tool_format.py
      F 104:0 format_tools_list - D
  gptme/util/ask_execute.py
      F 69:0 execute_with_confirmation - D
  gptme/util/review.py
      F 1422:0 validate_artifact_dict - D
      M 893:4 ReviewArtifact._from_forge_neutral - D
      M 262:4 ReviewFinding.from_dict - D
  gptme/util/context.py
  gptme/workspace_snapshot.py
      F 463:0 prune_by_age - D
  gptme/eval/suites/constraint_satisfaction.py
      F 255:0 check_boundary_domain_no_infra_import - D
  gptme/eval/suites/practical16.py
      F 68:0 check_queue_all_producers_mentioned - D
  gptme/eval/trends.py
      F 157:0 compute_diff - D
  gptme/eval/run.py
      F 333:0 execute - E
  gptme/eval/dspy/hybrid_optimizer.py
      C 239:0 TaskComplexity - D
      M 283:4 TaskComplexity.analyze - D
  gptme/eval/main.py
  gptme/eval/leaderboard.py
      F 928:0 compute_rate_trends - D
      F 692:0 aggregate_per_test - D
  gptme/context/selector/rule_based.py
      M 27:4 RuleBasedSelector.select - D
  gptme/context/selector/file_selector.py
  gptme/memory/schema.py
  gptme/prompts/chat_history.py
      F 20:0 prompt_chat_history - E
  gptme/prompts/workspace.py
  gptme/prompts/__init__.py
      F 261:0 _build_prompt_sections - E
  gptme/prompts/templates.py
      F 91:0 prompt_gptme - E
  gptme/info.py
      F 431:0 format_version_info - D
  gptme/chat.py
      F 910:0 _should_prompt_for_input - D
      F 213:0 chat - D
      F 1104:0 step - D
  gptme/telemetry.py
      F 442:0 record_llm_request - E
      F 362:0 _calculate_llm_cost - D
  gptme/tui/app.py
      M 3873:4 GptmeApp._generation_body - E
      M 1250:4 StreamingMessage._update_hidden_segments - D
      M 1909:4 ChatInput._on_key - D
      F 1541:0 renderables_for_message - D
      F 1699:0 complete_input - D
      M 1998:4 ChatInput._cycle_completion - D
  gptme/lessons/auto_include.py
      F 270:0 _classify_lesson - D
  gptme/lessons/selector.py
  gptme/lessons/parser.py
      F 284:0 parse_lesson - D
  gptme/lessons/hybrid_matcher.py
      M 394:4 HybridLessonMatcher._match_with_bm25 - D
  gptme/lessons/installer.py
      F 288:0 _install_local_skill - E
      F 438:0 install_skill - D
      F 683:0 check_dependencies - D
  gptme/lessons/index.py
      M 97:4 LessonIndex._default_dirs - E
      M 508:4 LessonIndex._load_manifest_skill_stubs - D
      M 331:4 LessonIndex._index_directory - D
  gptme/llm/models/resolution.py
  gptme/llm/openai_responses.py
      M 486:4 _ResponseFunctionCalls.get - D
      F 349:0 _messages_to_responses_input - D
      F 551:0 _stream_responses_events - D
  gptme/llm/__init__.py
  gptme/llm/llm_openai.py
      F 2744:0 _transform_msgs_for_special_provider - E
      F 613:0 init - E
      F 905:0 _handle_openai_transient_error - E
      F 1622:0 extra_body - D
      F 2449:0 _handle_tools - D
      F 282:0 _record_usage - D
  gptme/llm/recovery.py
      F 226:0 is_transient_provider_error - D
  gptme/llm/llm_anthropic.py
      F 1697:0 _prepare_messages_for_api - E
      F 1554:0 _transform_system_messages - D
      F 949:0 chat - D
  gptme/message.py
      F 696:0 format_msgs - D
      F 803:0 print_msg - D
  gptme/commands/meta.py
      F 142:0 cmd_plugin - E
  gptme/commands/checkpoint.py
      F 43:0 cmd_checkpoint - D
  gptme/commands/llm.py
      F 198:0 cmd_tools - D
      F 289:0 cmd_context - D
  gptme/commands/export.py
      F 107:0 _replay_tool - D
  gptme/commands/backtrack.py
      F 66:0 cmd_backtrack - D
  gptme/commands/snapshot.py
      F 42:0 _print_prunable - D
  gptme/cli/cmd_computer.py
      F 1248:0 doctor_cmd - E
      F 1009:0 latency_cmd - D
      F 1590:0 demo_cmd - D
  gptme/cli/cmd_review_pr.py
      F 1107:0 review_pr - D
      F 657:0 _spawn_review_session - D
  gptme/cli/util.py
      F 1033:0 context_files - E
      F 1227:0 llm_generate - D
      F 1915:0 models_test - D
      F 1820:0 models_info - D
  gptme/cli/auth.py
      F 57:0 auth_login - D
  gptme/cli/cmd_memory.py
      F 544:0 memory_migrate_knowledge_jsonl - E
  gptme/cli/doctor.py
      F 1585:0 _check_plugins - E
      F 417:0 _provider_repair_needed - D
      F 1004:0 _check_computer - D
  gptme/cli/cmd_skills.py
      F 18:0 skills_list - D
  gptme/cli/cmd_hooks.py
      F 264:0 run - D
  gptme/cli/cmd_agents.py
      F 25:0 run_scan - D
  gptme/cli/main.py
      M 104:4 _DynamicHelpCommand.parse_args - D
  gptme/cli/cmd_knowledge.py
      F 288:0 knowledge_search_cmd - D
  gptme/cli/cmd_resume.py
      F 60:0 _task_from_user_content - D
  gptme/cli/cmd_service.py
      F 597:0 init - E
  gptme/cli/cmd_review_watch.py
  gptme/logmanager/manager.py
      M 783:4 LogManager.write - D
      M 292:4 LogManager.__init__ - D
  gptme/init.py
      F 159:0 init_model - D
      F 319:0 _record_selection_trace - D
  gptme/codeblock.py
      F 103:0 _find_heredoc_terminator - E
      F 241:0 _scan_ipython_triple_quote - D
  gptme/config/user.py
      F 966:0 _merge_config_data - E
  gptme/config/chat.py
      M 165:4 ChatConfig.from_dict - E
      M 322:4 ChatConfig._workspace_transition - D
  gptme/config/models.py
      M 407:4 ProjectConfig.from_dict - D
  gptme/config/core.py
      M 90:4 Config.mcp - D
  gptme/config/cli_setup.py
  gptme/server/api_v2.py
      F 1736:0 api_conversation_put - E
      F 2215:0 api_conversation_edit_message - E
      F 2997:0 api_conversation_config_patch - E
      F 1597:0 api_conversation - E
      F 1970:0 api_conversation_post - E
      F 651:0 _parse_mcp_request - D
  gptme/server/api_v2_sessions.py
      F 678:0 api_conversation_tool_confirm - E
      F 1168:0 api_conversation_transcript - D
      F 932:0 api_conversation_rerun - D
  gptme/server/tasks_api.py
      F 396:0 get_git_status - D
      F 856:0 api_tasks_update - D
  gptme/server/session_step.py
      F 478:0 _acp_step - D
  gptme/server/api_v2_agents.py
      F 57:0 api_agents_put - D
  gptme/server/openapi_docs.py
      F 1179:0 _convert_to_openapi_nullable - D
  gptme/server/a2a_api.py
      F 494:0 _task_from_conversation - D
  gptme/server/session_models.py
      M 569:4 SessionManager.clean_inactive_sessions - D
  gptme/plugins/__init__.py
      F 205:0 _load_plugin - D
  tests/test_tools_convert_literal_paths.py
      F 21:0 test_image_output_filename_is_literal - D
  tests/test_memory_store.py
      M 789:4 TestStore.test_concurrent_supersede_keeps_links_consistent - D
  tests/test_commands_llm.py
      F 219:0 test_commands_refresh_runtime_fragments_from_live_config - D
  tests/test_server.py
      F 315:0 test_api_conversation_list_detail_flag - D
  tests/test_release_source.py
      F 133:0 test_stable_publish_does_not_rewind_master - D
  tests/test_tui_frames.py
      F 230:0 test_prompt_queued_during_tool_waits_below_it_then_joins - D
  tests/test_tools_vision_exif.py
      F 42:0 test_large_exif_display_pixels - D
  tests/test_eval_behavioral_solutions.py
      F 55:0 _apply_solution - E
  tests/test_responses_phase.py
      F 555:0 test_review_attachments_decline_text_only_replay - D
  tests/test_llm_image_attachments.py
      F 75:0 test_provider_preserves_image_attachment - D
  tests/test_browser_state_load_failure.py
      F 95:0 test_real_browser_preserves_draft_and_loads_valid_state - D
  tests/test_workspace_api.py
      M 501:4 TestAttachmentResourceEndpoint.test_model_relative_resources_and_legacy_routes - D
  tests/test_tui_recovery.py
      F 40:0 test_retry_resets_only_uncommitted_preview - D
  tests/test_openai_responses_input.py
      F 19:0 test_missing_tool_results_are_paired_without_replacing_real_results - D
  tests/test_tools_parameter_conformance.py
      F 110:0 _extract_executor_kwargs_keys - E
  tests/test_server_default_profile.py
      F 255:0 test_runtime_fragments_survive_patch_and_restart - D
  tests/test_skill_events.py
      F 32:0 test_queue_is_not_completion_and_terminal_requires_valid_transition - D
  tests/test_build_distribution.py
      F 33:0 test_build_distribution_roundtrip - E
  tests/test_tui_before_tool_execution.py
      F 27:0 test_reply_visible_before_tools_and_not_duplicated - D
  tests/test_dataset_history.py
      F 67:0 history - D
  tests/test_server_v2_auto_stepping.py
      F 16:0 test_auto_stepping - E
      F 382:0 test_multi_tool_per_message - D
  tests/test_memory_migrate_knowledge.py
      F 468:0 test_migrate_preserves_unparseable_occupied_destinations - D
  tests/test_cli_from_turn.py
      F 432:0 test_chats_fork_retains_only_explicit_policy - D
  tests/test_server_v2_tool_confirmation.py
      F 15:0 test_tool_confirmation_flow - D
  tests/test_skill_metrics.py
      F 100:0 test_ledger_and_metrics_agree_without_duplicate_terminal_counts - E
  tests/test_util_review.py
      M 3817:4 TestSchemaFixtures.test_full_fixture_preserves_all_union_fields - D
  tests/test_hashline_confirmation_ownership.py
      F 23:0 test_confirmation_preserves_target_ownership - D
  tests/test_util_cli.py
      F 779:0 test_tools_list - D
      F 992:0 test_models_list - D
      F 835:0 test_tools_info - D
      F 1534:0 test_context_tree_respects_gitignore_anchored_and_negation - D
  tests/test_config.py
      F 2222:0 test_runtime_config_builtin_defaults_lifecycle - E
      F 989:0 test_project_config_loaded_from_toml - D
      F 1026:0 test_project_config_loaded_from_json - D
  scripts/check_rst_formatting.py
      F 66:0 check_lines - E
  scripts/auto_rename_logs.py
      F 32:0 auto_rename_logs - D
  scripts/demo_capture.py
      F 485:0 main - D
  scripts/treeofthoughts.py
      F 183:0 tree_search - D
  scripts/eval_phase0_pruning.py
      F 376:0 main - D
  scripts/docs_structure.py
      F 263:0 check_nav - E
  scripts/github_bot.py
      F 554:0 main - D
  scripts/measure_output_capture.py
      F 80:0 measure - D

Largest Files (>300 SLOC):
  6193 tests/test_subagent_unit.py
  4630 tests/test_server_v2.py
  3821 tests/test_llm_openai.py
  3701 tests/test_auto_compact.py
  3384 tests/test_tui.py
  3342 gptme/tui/app.py
  3278 gptme/server/api_v2.py
  3079 tests/test_util_review.py
  3025 gptme/tools/shell.py
  2898 tests/test_tools_subagent.py
  2590 tests/test_config.py
  2581 tests/test_server_v2_sessions.py
  2461 tests/test_doctor.py
  2252 tests/test_eval_behavioral.py
  2237 gptme/llm/llm_openai.py
  2132 tests/test_tools_shell.py
  1939 gptme/tools/computer.py
  1833 tests/test_codeblock.py
  1832 tests/test_chat.py
  1708 tests/test_cli.py
  1672 gptme/cli/doctor.py
  1597 tests/test_init.py
  1589 tests/test_util_cli.py
  1579 tests/test_memory_store.py
  1577 gptme/cli/cmd_computer.py
  1535 gptme/cli/util.py
  1514 tests/test_tools_watch.py
  1490 tests/test_acp_agent.py
  1390 gptme/cli/main.py
  1341 tests/test_tools_shell_validation.py
  1340 gptme/tools/subagent/api.py
  1315 gptme/server/session_step.py
  1306 tests/test_tools_complete.py
  1304 tests/test_tools_browser.py
  1300 tests/test_tools_computer.py
  1293 gptme/logmanager/manager.py
  1285 tests/test_util_cli_review_watch.py
  1267 tests/test_tools_convert.py
  1265 tests/test_tools_todo_isolation.py
  1245 gptme/hooks/workspace_agents.py
  1236 gptme/util/gh.py
  1233 gptme/acp/agent.py
  1230 tests/test_tools_hashline_edit.py
  1226 tests/test_util_gh.py
  1219 gptme/llm/llm_anthropic.py
  1196 tests/test_llm_anthropic.py
  1187 gptme/eval/leaderboard.py
  1153 tests/test_server.py
  1136 gptme/tools/autocompact/resume.py
  1127 tests/test_eval_behavioral_solutions.py
  1108 tests/test_llm_utils.py
  1099 gptme/tools/subagent/execution.py
  1094 tests/test_tools_gh.py
  1086 tests/test_tools_base.py
  1073 gptme/tools/base.py
  1033 tests/test_tools_patch_many.py
  1018 tests/test_eval.py
  1007 gptme/tools/convert.py
   999 gptme/tools/watch.py
   993 gptme/server/api_v2_sessions.py
   990 gptme/util/review.py
   987 tests/test_lessons_auto_include.py
   982 tests/test_cmd_service.py
   972 tests/test_info.py
   970 tests/test_shell_background.py
   965 gptme/server/openapi_docs.py
   957 gptme/llm/__init__.py
   956 gptme/hooks/tests/test_workspace_agents.py
   947 gptme/eval/dspy/tasks.py
   946 gptme/eval/main.py
   942 tests/test_logmanager.py
   934 gptme/tools/python_kernel.py
   930 tests/test_dataset.py
   926 tests/test_tools_python_kernel.py
   917 gptme/tools/shell_background.py
   906 gptme/util/context.py
   903 gptme/cli/cmd_review_pr.py
   902 tests/test_compaction_recall.py
   901 tests/test_mcp_adapter.py
   901 gptme/llm/models/data.py
   889 tests/test_eval_leaderboard.py
   867 tests/test_guardrail_secret_reach.py
   864 gptme/chat.py
   856 tests/test_llm_openai_subscription.py
   844 gptme/tools/chats.py
   843 tests/test_knowledge.py
   831 tests/test_tasks_api.py
   826 tests/test_util_gh_mocked.py
   820 gptme/eval/suites/computer.py
   820 gptme/codeblock.py
   819 tests/test_eval_computer_suite.py
   818 tests/test_tools_precommit.py
   816 tests/test_prompt_templates.py
   810 gptme/tools/_browser_playwright.py
   806 tests/test_context.py
   804 gptme/tools/mcp_adapter.py
   801 tests/test_sandbox.py
   781 tests/test_cost_display.py
   781 gptme/tools/browser.py
   767 gptme/tools/gh.py
   758 tests/test_tools.py
   753 gptme/config/user.py
   751 gptme/eval/execenv.py
   750 tests/test_acp_session_runtime.py
   743 tests/test_server_workspace.py
   740 gptme/tools/hashline_edit.py
   732 gptme/cli/cmd_review_watch.py
   726 gptme/tools/complete.py
   722 gptme/tools/__init__.py
   720 gptme/tools/python.py
   719 gptme/cli/setup.py
   717 tests/test_eventlog.py
   716 tests/test_hooks_registry.py
   715 gptme/tools/subagent/batch.py
   715 gptme/eval/suites/basic.py
   713 tests/test_computer_transport.py
   711 gptme/hooks/_secret_reach.py
   708 tests/test_tools_restart.py
   707 tests/test_agent.py
   704 gptme/cli/cmd_memory.py
   703 tests/test_message.py
   684 gptme/llm/openai_responses.py
   683 gptme/cli/cmd_service.py
   680 tests/test_tui_e2e.py
   680 gptme/server/tasks_api.py
   677 tests/test_llm_models_resolution.py
   677 gptme/tools/shell_validation.py
   672 tests/test_relevance_pruning.py
   671 gptme/lessons/installer.py
   664 tests/test_tools_lessons.py
   660 gptme/llm/llm_openai_subscription.py
   643 tests/test_json_output.py
   643 gptme/tools/tmux.py
   642 tests/test_context_scout.py
   635 gptme/util/completion_verification.py
   628 tests/test_prompts.py
   626 tests/test_subagent_budget.py
   623 tests/test_telemetry.py
   623 tests/test_commands.py
   619 tests/conftest.py
   613 tests/test_skill_install_replacement.py
   612 tests/test_lessons.py
   609 tests/test_explicit_attachments.py
   609 tests/test_chat_transient_recovery.py
   609 scripts/github_bot.py
   607 tests/test_computer_doctor_cmd.py
   602 tests/test_lessons_index.py
   599 gptme/util/capabilities_export.py
   598 tests/test_tools_read.py
   598 tests/test_dirs.py
   596 tests/test_mcp_server.py
   595 tests/test_server_panels.py
   593 gptme/eval/run.py
   591 gptme/prompts/__init__.py
   585 tests/test_server_subscription_connect.py
   582 tests/test_tui_completion.py
   578 tests/test_tools_request_tool_change.py
   576 tests/test_server_session_models.py
   576 tests/test_lessons_parser.py
   573 tests/test_skill_installer.py
   573 tests/test_served_model_metadata.py
   573 gptme/hooks/tests/test_anomaly_watchdog.py
   567 scripts/github_ci_self_heal.py
   567 gptme/tools/computer_transport.py
   558 tests/test_llm_models.py
   555 gptme/server/a2a_api.py
   554 tests/test_eval_subagent.py
   552 tests/test_util_cli_mcp.py
   551 tests/test_memory_index_policy.py
   549 gptme/cli/cmd_chats.py
   546 tests/test_computer_actions.py
   543 tests/test_subagent_persistence.py
   543 gptme/tools/subagent/__init__.py
   541 gptme/server/artifacts_api.py
   539 tests/test_server_path_traversal.py
   539 tests/test_execenv.py
   538 tests/test_cc_memory.py
   537 tests/test_model_attestation.py
   534 tests/test_responses_phase.py
   534 tests/test_memory_migrate_knowledge.py
   534 tests/test_gptme_provider.py
   530 gptme/message.py
   528 gptme/memory/store.py
   527 gptme/hooks/tests/test_agents_md_inject.py
   525 tests/test_hooks_cost_awareness.py
   524 tests/test_server_bad_input.py
   523 gptme/tools/todo.py
   522 tests/test_file_publication.py
   510 gptme/server/session_models.py
   508 tests/test_workspace_api.py
   506 tests/test_capabilities_export.py
   503 gptme/hooks/registry.py
   498 tests/test_overflow_recovery.py
   498 gptme/util/prompt.py
   497 gptme/server/workspace_api.py
   496 gptme/dataset/trajectory_to_env.py
   495 tests/test_checkpoint.py
   495 gptme/tools/autocompact/hook.py
   492 tests/test_conversations.py
   492 tests/test_config_workspace_publication.py
   491 gptme/tools/read.py
   484 tests/test_hooks_cache_awareness.py
   482 tests/test_computer_demo_cmd.py
   477 tests/test_snapshot_command.py
   472 gptme/tools/lessons.py
   472 gptme/hooks/tests/test_cost_awareness.py
   469 tests/test_llm_openai_sampling.py
   467 gptme/agent/workspace.py
   466 tests/test_shell_foreground_promotion.py
   462 tests/test_tools_save.py
   462 tests/test_chats_stats.py
   461 tests/test_server_skill_events.py
   458 tests/test_llm_auth.py
   456 gptme/telemetry.py
   454 gptme/llm/llm_openai_models.py
   452 gptme/tools/patch_many.py
   452 gptme/lessons/index.py
   451 scripts/demo_capture.py
   451 scripts/check_rst_formatting.py
   450 tests/test_tools_browser_thread.py
   447 tests/test_cli_from_turn.py
   447 gptme/util/_telemetry.py
   447 gptme/hooks/tests/test_time_awareness.py
   445 scripts/analyze_compression.py
   444 tests/test_hooks_dirty_diff.py
   442 gptme/tools/shell_flags.py
   440 tests/test_python_kernel_raster.py
   439 gptme/tools/subagent/hooks.py
   438 tests/test_util_cli_providers.py
   436 tests/test_tools_rag.py
   436 tests/test_computer_api.py
   436 tests/test_compaction_native_anthropic.py
   436 tests/test_cli_resume.py
   436 gptme/lessons/auto_include.py
   433 tests/test_chats_clean_safety.py
   431 gptme/config/chat.py
   427 gptme/workspace_snapshot.py
   424 tests/test_cost_tracker.py
   423 tests/test_external_sessions.py
   422 tests/test_lessons_commands.py
   421 tests/test_tools_patch.py
   421 gptme/eval/dspy/prompt_optimizer.py
   420 tests/test_reduce.py
   419 gptme/agent/service.py
   418 tests/context/test_task_analyzer.py
   418 gptme/tools/save.py
   417 tests/test_unified_plugins.py
   417 gptme/prompts/workspace.py
   417 gptme/cli/auth.py
   415 tests/test_server_artifacts.py
   414 tests/test_subagent_worktree_isolation.py
   414 tests/test_llm_grok_subscription.py
   410 gptme/tools/autocompact/engine.py
   409 tests/test_provider_plugins.py
   407 tests/test_tools_precommit_paths.py
   407 gptme/tools/subagent/types.py
   406 gptme/util/cost_display.py
   405 tests/test_lessons_selector.py
   404 tests/test_llm_validate.py
   404 gptme/logmanager/conversations.py
   402 gptme/tools/restart.py
   401 gptme/cli/cmd_hooks.py
   399 gptme/eval/suites/subagent.py
   398 tests/test_tools_mcp.py
   397 tests/test_mcp_discovery.py
   397 gptme/cli/cmd_init.py
   396 tests/test_tools_morph.py
   395 tests/test_profiles.py
   395 tests/test_hybrid_lessons.py
   395 gptme/prompts/templates.py
   394 gptme/agent/cli.py
   393 tests/test_computer_latency_cmd.py
   393 scripts/eval_phase0_pruning.py
   391 gptme/agent/doctor.py
   389 tests/test_chats_external_search.py
   386 tests/test_util_cli_attest.py
   386 tests/test_tui_literal_thinking.py
   385 tests/test_search_alias.py
   385 tests/test_guardrail_hook.py
   384 gptme/init.py
   383 tests/test_util_hooks.py
   383 tests/test_server_v2_auto_stepping.py
   383 tests/test_computer_use_integration.py
   381 gptme/llm/llm_grok_subscription.py
   372 tests/test_lessons_matcher.py
   372 tests/test_anti_slop.py
   372 gptme/server/external_sessions.py
   371 tests/test_github_ci_self_heal.py
   371 gptme/cli/cmd_status.py
   370 tests/test_server_v2_agents.py
   370 tests/test_preview_proxy.py
   370 gptme/hooks/dirty_diff.py
   370 gptme/hooks/anomaly_watchdog.py
   368 tests/test_lessons_emissions.py
   367 gptme/hooks/tests/test_guardrails.py
   365 tests/test_util_cli_skills.py
   365 tests/test_tools_convert_publication.py
   365 gptme/info.py
   364 tests/test_computer_record.py
   364 gptme/lessons/hybrid_matcher.py
   364 gptme/eval/dspy/cli.py
   364 gptme/checkpoint.py
   363 tests/test_replay.py
   362 tests/test_subscription_terminal_recovery.py
   362 gptme/sandbox.py
   358 gptme/config/models.py
   356 tests/test_context_providers.py
   356 gptme/mcp/client.py
   355 gptme/eval/dspy/experiments.py
   354 gptme/tools/mcp.py
   353 tests/test_workspace_agents.py
   353 tests/test_complete.py
   351 gptme/llm/local_discovery.py
   350 scripts/docs_structure.py
   350 gptme/hooks/tests/test_tool_target_instructions.py
   350 gptme/eval/dspy/metrics.py
   347 tests/test_skill_commands.py
   347 tests/test_dataset_history.py
   347 gptme/hooks/tests/test_confirm.py
   346 tests/test_browser_open_page_session.py
   346 tests/lessons/test_wildcard_matching.py
   343 gptme/hooks/tests/test_elicitation.py
   342 tests/test_script_hooks.py
   340 tests/test_tools_python.py
   340 tests/test_hol_guard_shell_hook.py
   340 tests/test_context_selector.py
   340 tests/test_computer_semantic_fixtures.py
   338 tests/test_agent_doctor.py
   337 tests/test_completion_verification.py
   337 gptme/hooks/cost_awareness.py
   336 tests/test_eval_trends.py
   334 tests/test_shell_redact_secrets.py
   332 gptme/eval/suites/constraint_satisfaction.py
   332 gptme/cli/cmd_knowledge.py
   331 tests/test_tools_vision.py
   331 tests/test_llm_anthropic_system_messages.py
   330 gptme/util/safety.py
   327 tests/test_mcp.py
   326 tests/test_llm_generation_recovery.py
   326 scripts/treeofthoughts.py
   326 gptme/eval/suites/practical.py
   325 tests/test_tools_tmux_quoting.py
   322 tests/test_workspace_snapshot.py
   322 tests/test_util_tool_format.py
   322 tests/test_circuit_breaker.py
   321 tests/test_util_safety.py
   321 tests/test_ephemeral.py
   317 tests/test_util_cli_batch.py
   317 gptme/tools/patch.py
   317 gptme/eval/suites/practical16.py
   316 tests/test_custom_providers.py
   316 gptme/tools/rag.py
   316 gptme/eval/trends.py
   314 tests/test_eval_swebench.py
   313 gptme/tools/_browser_thread.py
   312 tests/test_skill_metrics.py
   312 tests/test_plugins.py
   312 gptme/commands/llm.py
   311 tests/test_util_export.py
   308 tests/test_browser.py
   307 gptme/attestation.py
   306 gptme/server/preview_proxy_api.py
   306 gptme/server/cli.py
   305 tests/test_hooks_knowledge_inject.py
   303 gptme/llm/validate.py
   301 tests/test_llm_request_limits.py

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 - hooks/tests/test_agents_md_inject.py [157:74 - 172:40] (16 lines, 71 tokens)
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 - hooks/tests/test_agents_md_inject.py [247:21 - 256:19] (10 lines, 50 tokens)
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 - hooks/tests/test_agents_md_inject.py [336:68 - 351:35] (16 lines, 71 tokens)
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 - hooks/tests/test_agents_md_inject.py [508:57 - 516:8] (9 lines, 54 tokens)
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 - hooks/tests/test_anomaly_watchdog.py [320:60 - 327:24] (8 lines, 56 tokens)
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 - hooks/tests/test_confirm.py [421:48 - 431:13] (11 lines, 57 tokens)
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 - hooks/tests/test_cost_awareness.py [363:78 - 377:29] (15 lines, 56 tokens)
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 - hooks/tests/test_cost_awareness.py [484:72 - 501:46] (18 lines, 62 tokens)
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 - hooks/tests/test_server_confirm.py [254:35 - 266:34] (13 lines, 83 tokens)
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 - hooks/tests/test_time_awareness.py [128:36 - 134:21] (7 lines, 52 tokens)
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 - hooks/tests/test_time_awareness.py [128:36 - 134:21] (7 lines, 52 tokens)
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 - hooks/tests/test_time_awareness.py [362:88 - 368:64] (7 lines, 56 tokens)
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 - hooks/tests/test_time_awareness.py [490:28 - 496:76] (7 lines, 52 tokens)
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 - hooks/tests/test_tool_target_instructions.py [132:43 - 140:62] (9 lines, 55 tokens)
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 - hooks/tests/test_tool_target_instructions.py [134:31 - 141:25] (8 lines, 53 tokens)
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 - hooks/tests/test_workspace_agents.py [296:9 - 316:58] (21 lines, 124 tokens)
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 - hooks/tests/test_workspace_agents.py [733:13 - 745:44] (13 lines, 57 tokens)
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Clone found (python)
 - init.py [361:5 - 366:6] (6 lines, 52 tokens)
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 - knowledge.py [275:5 - 282:14] (8 lines, 63 tokens)
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 - llm/__init__.py [406:21 - 412:32] (7 lines, 67 tokens)
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 - llm/__init__.py [597:19 - 605:5] (9 lines, 56 tokens)
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 - llm/__init__.py [628:9 - 654:17] (27 lines, 102 tokens)
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 - llm/llm_anthropic.py [219:29 - 236:68] (18 lines, 77 tokens)
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 - llm/llm_anthropic.py [587:5 - 604:21] (18 lines, 61 tokens)
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 - llm/llm_anthropic.py [733:13 - 751:30] (19 lines, 63 tokens)
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 - llm/llm_anthropic.py [949:9 - 956:32] (8 lines, 56 tokens)
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 - llm/llm_anthropic.py [950:5 - 956:32] (7 lines, 55 tokens)
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 - llm/llm_anthropic.py [973:5 - 1008:6] (36 lines, 161 tokens)
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 - llm/llm_anthropic.py [1095:28 - 1104:51] (10 lines, 77 tokens)
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Clone found (python)
 - llm/llm_grok_subscription.py [236:63 - 250:14] (15 lines, 51 tokens)
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 - llm/llm_grok_subscription.py [280:36 - 286:75] (7 lines, 53 tokens)
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Clone found (python)
 - llm/llm_mock.py [49:9 - 57:5] (9 lines, 55 tokens)
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 - llm/llm_openai.py [1245:9 - 1253:5] (9 lines, 52 tokens)
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 - llm/llm_openai.py [1246:5 - 1253:5] (8 lines, 51 tokens)
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 - llm/llm_openai.py [1353:5 - 1370:82] (18 lines, 111 tokens)
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 - llm/llm_openai.py [1922:15 - 1930:18] (9 lines, 63 tokens)
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 - llm/llm_openai.py [2791:48 - 2798:52] (8 lines, 50 tokens)
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 - llm/llm_openai_models.py [384:20 - 393:7] (10 lines, 51 tokens)
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 - llm/llm_openai_models.py [384:20 - 393:7] (10 lines, 51 tokens)
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 - llm/llm_openai_models.py [425:24 - 434:7] (10 lines, 51 tokens)
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 - llm/llm_openai_models.py [425:24 - 434:7] (10 lines, 51 tokens)
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Clone found (python)
 - llm/models/data.py [192:26 - 205:15] (14 lines, 58 tokens)
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 - llm/models/data.py [277:35 - 287:11] (11 lines, 55 tokens)
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 - llm/openai_responses.py [335:74 - 346:59] (12 lines, 51 tokens)
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 - llm/openai_responses.py [551:29 - 556:59] (6 lines, 54 tokens)
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 - llm/validate.py [299:9 - 309:4] (11 lines, 55 tokens)
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 - llm/validate.py [361:48 - 377:4] (17 lines, 78 tokens)
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 - llm/validate.py [361:48 - 374:64] (14 lines, 77 tokens)
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 - logmanager/manager.py [717:13 - 722:18] (6 lines, 60 tokens)
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 - plugins/__init__.py [481:5 - 506:4] (26 lines, 110 tokens)
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 - prompt_queue.py [176:40 - 186:68] (11 lines, 58 tokens)
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 - prompts/__init__.py [457:21 - 469:39] (13 lines, 91 tokens)
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 - prompts/__init__.py [473:5 - 490:6] (18 lines, 73 tokens)
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 - server/api_v2.py [1210:84 - 1228:4] (19 lines, 69 tokens)
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 - server/api_v2.py [1230:5 - 1246:15] (17 lines, 118 tokens)
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 - server/api_v2.py [1972:5 - 1979:76] (8 lines, 61 tokens)
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 - server/api_v2.py [2009:5 - 2029:30] (21 lines, 95 tokens)
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 - server/api_v2.py [2017:31 - 2029:30] (13 lines, 54 tokens)
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 - server/api_v2.py [2189:118 - 2204:11] (16 lines, 54 tokens)
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 - server/api_v2.py [2249:5 - 2267:40] (19 lines, 82 tokens)
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 - server/api_v2.py [2267:86 - 2286:14] (20 lines, 80 tokens)
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 - server/api_v2.py [2494:5 - 2505:10] (12 lines, 61 tokens)
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 - server/api_v2.py [3240:58 - 3253:38] (14 lines, 94 tokens)
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 - server/api_v2.py [3244:5 - 3253:38] (10 lines, 73 tokens)
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 - server/api_v2.py [3281:74 - 3292:15] (12 lines, 54 tokens)
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 - server/api_v2.py [3395:53 - 3400:76] (6 lines, 51 tokens)
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 - server/api_v2.py [3395:53 - 3402:40] (8 lines, 59 tokens)
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 - server/api_v2.py [3395:53 - 3400:76] (6 lines, 51 tokens)
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 - server/api_v2.py [3395:53 - 3400:76] (6 lines, 51 tokens)
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 - server/api_v2.py [3395:53 - 3400:76] (6 lines, 51 tokens)
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 - server/api_v2.py [3396:14 - 3403:12] (8 lines, 57 tokens)
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Clone found (python)
 - server/api_v2_agents.py [59:5 - 65:15] (7 lines, 52 tokens)
   server/tasks_api.py [746:5 - 752:7]
Clone found (python)
 - server/api_v2_sessions.py [358:96 - 370:81] (13 lines, 74 tokens)
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 - server/api_v2_sessions.py [374:5 - 385:15] (12 lines, 51 tokens)
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 - server/api_v2_sessions.py [707:9 - 722:19] (16 lines, 79 tokens)
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Clone found (python)
 - server/api_v2_sessions.py [708:27 - 722:19] (15 lines, 67 tokens)
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Clone found (python)
 - server/api_v2_sessions.py [1032:13 - 1045:14] (14 lines, 53 tokens)
   server/session_step.py [1234:13 - 1247:14]
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 - server/session_models.py [636:25 - 648:46] (13 lines, 76 tokens)
   server/session_models.py [698:29 - 710:42]
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 - server/session_models.py [665:21 - 683:8] (19 lines, 70 tokens)
   server/session_models.py [725:17 - 743:8]
Clone found (python)
 - server/session_step.py [724:5 - 731:69] (8 lines, 52 tokens)
   server/session_step.py [1802:5 - 1809:69]
Clone found (python)
 - server/tasks_api.py [505:73 - 514:64] (10 lines, 53 tokens)
   server/tasks_api.py [518:51 - 527:64]
Clone found (python)
 - server/workspace_api.py [55:68 - 62:6] (8 lines, 63 tokens)
   server/workspace_api.py [76:5 - 83:6]
Clone found (python)
 - server/workspace_api.py [349:74 - 358:26] (10 lines, 73 tokens)
   server/workspace_api.py [622:77 - 631:26]
Clone found (python)
 - server/workspace_api.py [349:74 - 358:26] (10 lines, 73 tokens)
   server/workspace_api.py [689:9 - 698:26]
Clone found (python)
 - server/workspace_api.py [573:9 - 593:67] (21 lines, 149 tokens)
   server/workspace_api.py [661:9 - 681:67]
Clone found (python)
 - telemetry.py [66:24 - 88:8] (23 lines, 135 tokens)
   util/_telemetry.py [323:34 - 345:8]
Clone found (python)
 - telemetry.py [119:9 - 128:45] (10 lines, 60 tokens)
   telemetry.py [597:5 - 606:41]
Clone found (python)
 - tools/_browser_playwright.py [945:9 - 960:8] (16 lines, 89 tokens)
   tools/browser.py [1132:9 - 1147:8]
Clone found (python)
 - tools/_browser_playwright.py [962:60 - 974:52] (13 lines, 95 tokens)
   tools/browser.py [1046:68 - 1058:52]
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 - tools/_browser_playwright.py [1096:69 - 1109:27] (14 lines, 77 tokens)
   tools/browser.py [1230:44 - 1243:27]
Clone found (python)
 - tools/_browser_playwright.py [1284:1 - 1299:43] (16 lines, 61 tokens)
   tools/browser.py [1357:1 - 1372:43]
Clone found (python)
 - tools/autocompact/engine.py [545:13 - 554:18] (10 lines, 57 tokens)
   tools/autocompact/engine.py [597:17 - 606:22]
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 - tools/autocompact/resume.py [1042:9 - 1048:64] (7 lines, 57 tokens)
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Clone found (python)
 - tools/autocompact/resume.py [1058:5 - 1072:25] (15 lines, 87 tokens)
   tools/autocompact/resume.py [1282:9 - 1297:29]
Clone found (python)
 - tools/clarify.py [45:5 - 60:31] (16 lines, 83 tokens)
   tools/complete.py [333:5 - 348:31]
Clone found (python)
 - tools/complete.py [590:5 - 598:15] (9 lines, 50 tokens)
   tools/complete.py [664:5 - 672:15]
Clone found (python)
 - tools/computer.py [1484:13 - 1501:14] (18 lines, 71 tokens)
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 - tools/computer.py [1630:13 - 1649:37] (20 lines, 93 tokens)
   tools/computer_transport.py [262:13 - 281:37]
Clone found (python)
 - tools/computer.py [1662:53 - 1673:30] (12 lines, 52 tokens)
   tools/computer.py [1689:49 - 1700:30]
Clone found (python)
 - tools/computer.py [1749:9 - 1758:19] (10 lines, 50 tokens)
   tools/computer.py [1843:9 - 1852:19]
Clone found (python)
 - tools/convert.py [524:19 - 539:35] (16 lines, 70 tokens)
   tools/convert.py [954:18 - 969:35]
Clone found (python)
 - tools/convert.py [525:9 - 539:35] (15 lines, 69 tokens)
   tools/convert.py [784:34 - 798:35]
Clone found (python)
 - tools/convert.py [527:5 - 539:35] (13 lines, 68 tokens)
   tools/convert.py [680:5 - 692:35]
Clone found (python)
 - tools/convert.py [685:9 - 695:18] (11 lines, 61 tokens)
   tools/convert.py [791:9 - 801:18]
Clone found (python)
 - tools/patch.py [327:5 - 339:23] (13 lines, 55 tokens)
   tools/save.py [187:5 - 199:23]
Clone found (python)
 - tools/python_kernel.py [1039:36 - 1046:53] (8 lines, 57 tokens)
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Clone found (python)
 - tools/save.py [191:5 - 204:34] (14 lines, 56 tokens)
   tools/save.py [322:5 - 335:34]
Clone found (python)
 - tools/shell.py [477:5 - 488:58] (12 lines, 71 tokens)
   tools/shell_background.py [85:5 - 96:58]
Clone found (python)
 - tools/shell.py [598:71 - 619:4] (22 lines, 95 tokens)
   tools/subagent/execution.py [1128:75 - 1149:4]
Clone found (python)
 - tools/shell.py [1417:29 - 1431:11] (15 lines, 76 tokens)
   tools/shell.py [1849:26 - 1863:11]
Clone found (python)
 - tools/shell.py [1555:21 - 1564:40] (10 lines, 50 tokens)
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Clone found (python)
 - tools/shell.py [1555:21 - 1574:26] (20 lines, 94 tokens)
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Clone found (python)
 - tools/shell.py [1555:21 - 1574:26] (20 lines, 94 tokens)
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Clone found (python)
 - tools/shell.py [1556:25 - 1576:39] (21 lines, 103 tokens)
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Clone found (python)
 - tools/shell.py [1563:69 - 1577:27] (15 lines, 64 tokens)
   tools/shell.py [1706:69 - 1720:31]
Clone found (python)
 - tools/shell.py [1669:64 - 1689:30] (21 lines, 95 tokens)
   tools/shell.py [1773:39 - 1793:26]
Clone found (python)
 - tools/shell.py [1678:73 - 1691:25] (14 lines, 53 tokens)
   tools/shell.py [1734:73 - 1747:25]
Clone found (python)
 - tools/shell.py [2782:5 - 2792:31] (11 lines, 55 tokens)
   tools/shell.py [2833:5 - 2843:31]
Clone found (python)
 - tools/shell_validation.py [259:9 - 267:21] (9 lines, 53 tokens)
   tools/shell_validation.py [626:9 - 634:21]
Clone found (python)
 - tools/subagent/batch.py [494:33 - 507:5] (14 lines, 90 tokens)
   tools/subagent/batch.py [1101:25 - 1114:5]
Clone found (python)
 - tools/subagent/batch.py [531:53 - 541:43] (11 lines, 118 tokens)
   tools/subagent/batch.py [665:54 - 675:43]
Clone found (python)
 - tools/subagent/batch.py [536:27 - 541:81] (6 lines, 72 tokens)
   tools/subagent/batch.py [1144:81 - 1149:81]
Clone found (python)
 - tools/subagent/batch.py [809:13 - 824:14] (16 lines, 59 tokens)
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Clone found (python)
 - tools/watch.py [448:32 - 453:53] (6 lines, 56 tokens)
   tools/watch.py [566:73 - 571:53]
Clone found (python)
 - tui/app.py [693:69 - 699:21] (7 lines, 54 tokens)
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Clone found (python)
 - tui/app.py [713:41 - 720:15] (8 lines, 83 tokens)
   tui/app.py [727:38 - 734:15]
Clone found (python)
 - util/_sound_sounddevice.py [61:46 - 72:56] (12 lines, 73 tokens)
   util/_sound_sounddevice.py [102:46 - 113:56]
Clone found (python)
 - util/gh.py [542:28 - 551:23] (10 lines, 51 tokens)
   util/gh.py [1350:13 - 1359:23]
Clone found (python)
 - util/gh.py [1334:17 - 1348:7] (15 lines, 55 tokens)
   util/gh.py [1438:14 - 1452:7]
Clone found (python)
 - util/redact.py [28:9 - 41:9] (14 lines, 73 tokens)
   util/redact.py [97:9 - 105:9]
Clone found (python)
 - util/redact.py [29:9 - 39:16] (11 lines, 60 tokens)
   util/redact.py [56:9 - 66:16]
Clone found (python)
 - util/review.py [806:9 - 818:65] (13 lines, 96 tokens)
   util/review.py [1160:9 - 1172:65]
Clone found (python)
 - util/review.py [820:73 - 842:10] (23 lines, 121 tokens)
   util/review.py [1175:61 - 1197:10]
Clone found (python)
 - util/review.py [850:9 - 855:67] (6 lines, 66 tokens)
   util/review.py [1126:9 - 1131:67]
Clone found (python)
 - util/review.py [872:36 - 893:8] (22 lines, 73 tokens)
   util/review.py [1209:42 - 1230:8]
Clone found (python)
 - util/tool_format.py [139:79 - 153:10] (15 lines, 54 tokens)
   util/tool_format.py [172:65 - 186:10]
Clone found (python)
 - workspace_snapshot.py [435:5 - 449:26] (15 lines, 88 tokens)
   workspace_snapshot.py [513:5 - 527:26]
Clone found (python)
 - analyze_compression.py [55:82 - 67:32] (13 lines, 63 tokens)
   analyze_compression.py [152:54 - 164:32]
Clone found (python)
 - analyze_compression.py [116:9 - 127:34] (12 lines, 61 tokens)
   analyze_compression.py [220:9 - 231:34]
Clone found (python)
 - generate_sounds.py [91:16 - 97:69] (7 lines, 53 tokens)
   generate_sounds.py [165:18 - 171:69]
┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format     │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash       │ 11             │ 828         │ 3454         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css        │ 1              │ 174         │ 1100         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1              │ 621         │ 3369         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ lua        │ 1              │ 18          │ 70           │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown   │ 8              │ 2011        │ 16292        │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup     │ 2              │ 487         │ 3265         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python     │ 526            │ 227133      │ 1109744      │ 210          │ 2739 (1.21%)     │ 14716 (1.33%)     │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ rest       │ 54             │ 14259       │ 123052       │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ text       │ 2              │ 26          │ 267          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ txt        │ 1              │ 25          │ 247          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ yaml       │ 3              │ 257         │ 1647         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total:     │ 610            │ 245839      │ 1262507      │ 210          │ 2739 (1.11%)     │ 14716 (1.17%)     │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 210 clones.
time: 574.478ms
make[3]: Leaving directory '/home/runner/work/gptme/gptme'
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

The metrics above show:

  • Project Overview: Basic stats about the codebase size and complexity

  • Complex Functions: Functions rated D+ (high complexity, should be refactored)

  • Large Files: Files over 300 SLOC (should be split into smaller modules)

  • Duplicated Files: Using jscpd to find duplicated code

We should aim to:

  • Keep average complexity below 4.0

  • Have no E-rated functions (extremely complex)

  • Have few D-rated functions (very complex)

  • Keep files under 300 SLOC where possible