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
     101436 |       anthropic.lib.vertex._client
     101510 |     anthropic.lib.vertex
     123685 |     anthropic.types
     128198 | gptme.chat
     181636 |           anthropic.types.beta
     181652 |         anthropic.types.beta.beta_message
     182841 |       anthropic.lib.middleware._fallbacks
     182906 |     anthropic.lib.middleware
     479336 |   anthropic
     479349 | anthropic._types

real	0m0.982s
user	0m0.796s
sys	0m0.164s
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):      53.1 ms ±   0.4 ms    [User: 43.1 ms, System: 9.9 ms]
  Range (min … max):    52.6 ms …  53.9 ms    10 runs
 
Benchmark 2: gptme --help
  Time (mean ± σ):     885.9 ms ±  42.5 ms    [User: 757.6 ms, System: 128.1 ms]
  Range (min … max):   856.7 ms … 1000.9 ms    10 runs
 
Benchmark 3: full start/exit cycle
  Time (mean ± σ):      1.882 s ±  0.038 s    [User: 1.683 s, System: 1.236 s]
  Range (min … max):    1.840 s …  1.953 s    10 runs
 
Summary
  import gptme.cli.main ran
   16.69 ± 0.81 times faster than gptme --help
   35.46 ± 0.76 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                                       389            625           2246
gptme/util/gh.py                                              248            319           1243
gptme/llm/llm_anthropic.py                                    277            372           1216
gptme/chat.py                                                 172            343           1146
gptme/tools/base.py                                           215            349           1090
gptme/util/review.py                                          183            336            989
gptme/llm/__init__.py                                         182            318            958
gptme/codeblock.py                                             96            488            954
gptme/util/context.py                                         182            303            893
gptme/tools/__init__.py                                       177            219            719
gptme/llm/openai_responses.py                                 118             77            691
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/prompt.py                                          137            179            611
gptme/lessons/index.py                                        153            196            599
gptme/util/capabilities_export.py                              60             71            560
gptme/message.py                                              139            284            533
gptme/telemetry.py                                            103             74            456
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                             94             81            379
gptme/info.py                                                  98             80            365
gptme/lessons/hybrid_matcher.py                               122            162            364
gptme/checkpoint.py                                            81             54            363
gptme/llm/local_discovery.py                                   64             35            351
gptme/sandbox.py                                               95            208            350
gptme/util/safety.py                                           57             63            330
gptme/util/reduce.py                                           79            100            318
gptme/attestation.py                                           71              2            307
gptme/llm/validate.py                                          45             64            303
gptme/util/output_storage.py                                   89             94            299
gptme/plugins/__init__.py                                     101            133            295
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            241
gptme/util/redact.py                                           61            199            232
gptme/llm/llm_gptme.py                                         74            136            230
gptme/lessons/parser.py                                        77            124            229
gptme/util/auto_naming.py                                      67             74            226
gptme/model_attestation.py                                     63             78            223
gptme/prompt_queue.py                                          44             39            223
gptme/lessons/commands.py                                      91             48            219
gptme/lessons/selector.py                                      19             21            219
gptme/util/git_worktree.py                                     48             81            219
gptme/util/_sound_sounddevice.py                               57             50            218
gptme/lessons/skill_events.py                                  33             26            208
gptme/util/sound.py                                            65             72            200
gptme/util/export.py                                           40             42            197
gptme/util/clipboard.py                                        26             19            193
gptme/llm/responses_phase.py                                   22             29            181
gptme/util/tokens.py                                           54             76            175
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/util/__init__.py                                         37             33            160
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/lessons/skill_commands.py                                47             58            149
gptme/llm/request_limits.py                                    26             19            133
gptme/util/replay.py                                           42             49            129
gptme/util/program_status.py                                   32             46            128
gptme/k_best.py                                                34             40            125
gptme/util/ask_execute.py                                      26             45            119
gptme/llm/llm_openrouter_subscription.py                       35             43            113
gptme/lessons/matcher.py                                       41             56            112
gptme/util/master_context.py                                   37             57            108
gptme/peers.py                                                 18             27            107
gptme/util/interrupt.py                                        46             38            107
gptme/util/context_measurement.py                              18             26            100
gptme/__version__.py                                           21             17             95
gptme/util/context_budget.py                                   21             53             92
gptme/constants.py                                             43             50             88
gptme/util/context_savings.py                                  22              9             87
gptme/util/tree.py                                             21             15             87
gptme/llm/provider_plugins.py                                  40             39             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/util/uri.py                                              29             43             63
gptme/util/terminal.py                                         36             32             61
gptme/llm/retry_policy.py                                      19             24             60
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/keyword_matching.py                                 37             73             49
gptme/util/file_storage.py                                     30             50             48
gptme/status_provider.py                                       24             60             47
gptme/lessons/__init__.py                                      12             21             45
gptme/llm/llm_mock.py                                          16             22             41
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/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:                                                         7257          10318          32994
-----------------------------------------------------------------------------------------------
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                                       389            625           2246
gptme/llm/llm_anthropic.py                                    277            372           1216
gptme/llm/__init__.py                                         182            318            958
gptme/llm/openai_responses.py                                 118             77            691
gptme/llm/llm_openai_subscription.py                          148            175            637
gptme/llm/llm_openai_models.py                                  6             61            401
gptme/llm/llm_grok_subscription.py                             94             81            379
gptme/llm/local_discovery.py                                   64             35            351
gptme/llm/validate.py                                          45             64            303
gptme/llm/recovery.py                                          52             57            258
gptme/llm/llm_gptme.py                                         74            136            230
gptme/llm/responses_phase.py                                   22             29            181
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/provider_plugins.py                                  40             39             76
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/llm_mock.py                                          16             22             41
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         1740           2440           8903
-----------------------------------------------------------------------------------------------
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                                     404            770           2980
gptme/tools/shell_background.py                          192            296           1731
gptme/tools/computer.py                                  437            867           1657
gptme/hooks/workspace_agents.py                          238            155           1248
gptme/tools/base.py                                      215            349           1090
gptme/tools/watch.py                                     155            208           1061
gptme/tools/convert.py                                   156            154           1025
gptme/tools/mcp_adapter.py                               262            312            948
gptme/tools/complete.py                                  167            288            928
gptme/tools/python_kernel.py                             132            257            836
gptme/tools/chats.py                                     140            176            830
gptme/tools/gh.py                                        155            166            818
gptme/tools/_browser_playwright.py                       253            327            795
gptme/tools/__init__.py                                  177            219            719
gptme/hooks/_secret_reach.py                              50             72            711
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/lessons.py                                   129            150            491
gptme/tools/todo.py                                      117            146            475
gptme/tools/read.py                                       66            107            462
gptme/plugins/security.py                                 72            148            437
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                          138            213            373
gptme/hooks/dirty_diff.py                                 59            108            369
gptme/tools/mcp.py                                       103            103            340
gptme/hooks/cost_awareness.py                             84             81            337
gptme/hooks/time_awareness.py                             66             95            316
gptme/tools/shell_flags.py                                60            257            315
gptme/tools/_browser_thread.py                            63             78            313
gptme/hooks/agents_md_inject.py                           69            146            310
gptme/plugins/__init__.py                                101            133            295
gptme/tools/precommit.py                                  82            114            284
gptme/tools/patch.py                                      64            108            277
gptme/hooks/elicitation.py                                96            136            264
gptme/tools/rag.py                                        91            148            264
gptme/hooks/__init__.py                                   22             51            241
gptme/tools/yield_checkpoint.py                           41             58            221
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/memory.py                                     34             38            189
gptme/tools/pruner.py                                     44              0            188
gptme/hooks/_credential_output.py                         18             22            181
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/hooks/cli_confirm.py                                52             59            165
gptme/tools/vision.py                                     38             49            165
gptme/hooks/types.py                                      96            136            163
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/confirm.py                                    58             98            127
gptme/hooks/injection_screening.py                        33             39            126
gptme/hooks/server_confirm.py                             52             59            125
gptme/hooks/form_autodetect.py                            48             65            123
gptme/tools/recall.py                                     25             20            123
gptme/tools/vent.py                                       40             67            120
gptme/plugins/registry.py                                 40             41            119
gptme/plugins/entrypoints.py                              28             60            114
gptme/hooks/server_elicit.py                              52             56            113
gptme/tools/computer_semantic.py                          61            129            110
gptme/tools/choice.py                                     34             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/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                                   28             59             85
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/hooks/peer_messages.py                               6              2             11
gptme/tools/_browser_format.py                             3              5              3
------------------------------------------------------------------------------------------
SUM:                                                    7771          11498          34808
------------------------------------------------------------------------------------------
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            503           3289
gptme/server/session_step.py                              221            509           1494
gptme/server/api_v2_sessions.py                           134            203            982
gptme/server/openapi_docs.py                              309            210            941
gptme/server/session_models.py                            111            225            709
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/workspace_api.py                             101            104            497
gptme/server/external_sessions.py                          59             92            372
gptme/server/cli.py                                        56            105            307
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            216
gptme/server/panels_api.py                                 51             51            204
gptme/server/acp_session_runtime.py                        34             30            169
gptme/server/app.py                                        41            145            159
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:                                                     2669           3103          13035
-------------------------------------------------------------------------------------------
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                                       1595            753           6518
tests/test_server_v2.py                                           1038            406           4655
tests/test_llm_openai.py                                           957            576           3893
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                                       899            464           3006
tests/test_doctor.py                                               596            241           2820
tests/test_config.py                                               674            648           2743
tests/test_server_v2_sessions.py                                   387            278           2728
tests/test_tools_shell.py                                          581            567           1970
tests/test_chat.py                                                 510            290           1798
tests/test_codeblock.py                                            637           1141           1761
tests/test_cli.py                                                  459            186           1698
tests/test_memory_store.py                                         219             81           1685
tests/test_tools_complete.py                                       331            274           1684
tests/test_init.py                                                 258            147           1597
tests/test_util_cli.py                                             415            246           1593
tests/test_tools_watch.py                                          256             67           1522
tests/test_acp_agent.py                                            410            197           1490
tests/test_util_gh.py                                              289            196           1417
tests/test_tools_convert.py                                        318            144           1394
tests/test_tools_gh.py                                             206            103           1379
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_util_cli_review_watch.py                                317            189           1283
tests/test_tools_todo_isolation.py                                 160             11           1265
tests/test_tools_computer.py                                       438            271           1259
tests/test_mcp_adapter.py                                          274            137           1222
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_base.py                                           340            114           1054
tests/test_eval.py                                                 189            108            999
tests/test_shell_background.py                                     214            105            993
tests/test_cmd_service.py                                          219            194            981
tests/test_info.py                                                 183             78            972
tests/test_logmanager.py                                           270            192            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_dataset.py                                              192             50            930
tests/test_tools_python_kernel.py                                  303            122            926
tests/test_compaction_recall.py                                    187             17            902
tests/test_eval_leaderboard.py                                     126            104            883
tests/test_subagent_persistence.py                                 139             34            870
tests/test_noninteractive_drain.py                                 164             20            858
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_cli_completion.py                                       128              4            808
tests/test_context.py                                              319            133            806
tests/test_tui_work_view.py                                        139             84            805
tests/test_sandbox.py                                              195            105            801
tests/test_guardrail_secret_reach.py                               163             81            791
tests/test_tools_lessons.py                                        164             58            788
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tests/test_build_changelog.py                                       24             13            107
tests/test_server_perf.py                                           23             38            107
tests/test_server_parent_death_watcher.py                           25             38            103
tests/test_appimage_release.py                                       9              5            102
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
tests/test_python_support.py                                        18              8            100
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
tests/test_thread_leak.py                                           29              7             98
tests/test_server_auth.py                                           46             25             97
tests/test_util.py                                                  46             86             96
tests/test_util_context_savings.py                                  21              6             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
tests/test_tools_convert_literal_inputs.py                           7              1             93
tests/test_tools_convert_literal_paths.py                            9              1             93
tests/test_logmanager_locking.py                                    20              5             91
tests/test_server_etag.py                                           22              5             91
tests/test_shell_sigterm.py                                         11             57             91
tests/test_agent_memory.py                                          26             17             90
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
tests/test_browser_screenshot.py                                    14              1             86
tests/test_shell_state_contract.py                                   7              4             86
tests/test_subagent_drain_cancel.py                                 10              3             86
tests/test_mcp_client_env.py                                        17              2             85
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_cli_mcp_cleanup.py                                       26              8             80
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_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_chat_turn_boundary.py                                    16              2             67
tests/test_docs_tool_formats_coverage.py                            16             15             67
tests/test_tools_watch_run_utf8.py                                  11              2             67
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_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_nvidia.py                                                15              2             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_cli_peers.py                                             10              1             37
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_logs_home_isolation.py                                   10              1             31
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_check_model_freshness.py                                  8              5             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/test_peer_messages_hook.py                                     4              1             25
tests/data/example-interrupted.txt                                   8              0             24
tests/test_tool_loading_duplicate.py                                16             15             24
tests/test_confirmation_header_tui.py                                6              1             22
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:                                                             56461          33406         229748
----------------------------------------------------------------------------------------------------
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/mcp/display.py gptme/mcp/server.py gptme/mcp/registry.py gptme/mcp/client.py gptme/mcp/__init__.py gptme/dataset/trajectory_to_env.py gptme/dataset/__init__.py gptme/session.py gptme/sandbox.py gptme/prompts/chat_history.py gptme/prompts/workspace.py gptme/prompts/context_cmd.py gptme/prompts/skills.py gptme/prompts/__init__.py gptme/prompts/templates.py gptme/context/task_analyzer.py gptme/context/scout.py gptme/context/adaptive_compressor.py gptme/context/config.py gptme/context/__init__.py gptme/context/compress.py gptme/context/selector/hybrid.py gptme/context/selector/file_config.py gptme/context/selector/base.py gptme/context/selector/config.py gptme/context/selector/file_selector.py gptme/context/selector/file_integration.py gptme/context/selector/llm_based.py gptme/context/selector/__init__.py gptme/context/selector/rule_based.py gptme/lessons/hybrid_matcher.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/skill_events.py gptme/lessons/skill_commands.py gptme/lessons/index.py gptme/lessons/selector.py gptme/lessons/installer.py gptme/lessons/__init__.py gptme/lessons/parser.py gptme/lessons/auto_include.py gptme/lessons/commands.py gptme/lessons/matcher.py gptme/chat.py gptme/telemetry.py gptme/circuit_breaker.py gptme/__version__.py gptme/knowledge.py gptme/memory/recall.py gptme/memory/schema.py gptme/memory/match.py gptme/memory/roots.py gptme/memory/policy.py gptme/memory/__init__.py gptme/memory/store.py gptme/config/chat.py gptme/config/cli_setup.py gptme/config/validate.py gptme/config/trust.py gptme/config/user.py gptme/config/core.py gptme/config/__init__.py gptme/config/models.py gptme/config/project.py gptme/util/redact.py gptme/util/keyword_matching.py gptme/util/completion_verification.py gptme/util/history.py gptme/util/summary.py gptme/util/cost_tracker.py gptme/util/context_measurement.py gptme/util/context_dedup.py gptme/util/install.py gptme/util/gh.py gptme/util/context_savings.py gptme/util/sound.py gptme/util/interrupt.py gptme/util/tokens.py gptme/util/uri.py gptme/util/safety.py gptme/util/context.py gptme/util/git_worktree.py gptme/util/review.py gptme/util/tool_format.py gptme/util/auto_naming.py gptme/util/cost.py gptme/util/git_cmd.py gptme/util/useredit.py gptme/util/notification_ready.py gptme/util/master_context.py gptme/util/multiprompt.py gptme/util/ask_execute.py gptme/util/reduce.py gptme/util/export.py gptme/util/file_write.py gptme/util/_sound_sounddevice.py gptme/util/_telemetry.py gptme/util/stdio.py gptme/util/cost_display.py gptme/util/clock.py gptme/util/__init__.py gptme/util/rich_text.py gptme/util/prompt.py gptme/util/content.py gptme/util/generate_name.py gptme/util/file_storage.py gptme/util/terminal.py gptme/util/output_storage.py gptme/util/program_status.py gptme/util/capabilities_export.py gptme/util/tree.py gptme/util/tool_display.py gptme/util/replay.py gptme/util/clipboard.py gptme/util/_sound_cmd.py gptme/util/context_budget.py gptme/util/conversation_ids.py gptme/constants.py gptme/anti_slop.py gptme/tools/patch.py gptme/tools/complete.py gptme/tools/save.py gptme/tools/shell_validation.py gptme/tools/lessons.py gptme/tools/mcp_adapter.py gptme/tools/_browser_lynx.py gptme/tools/recall.py gptme/tools/_computer_gate.py gptme/tools/subagent/concurrency.py gptme/tools/subagent/control.py gptme/tools/subagent/drain.py gptme/tools/subagent/api.py gptme/tools/subagent/context.py gptme/tools/subagent/persistence.py gptme/tools/subagent/execution.py gptme/tools/subagent/types.py gptme/tools/subagent/hooks.py gptme/tools/subagent/__init__.py gptme/tools/subagent/batch.py gptme/tools/morph.py gptme/tools/screenshot.py gptme/tools/_browser_playwright.py gptme/tools/gh.py gptme/tools/python_kernel.py gptme/tools/elicit.py gptme/tools/tmux.py gptme/tools/computer_semantic.py gptme/tools/precommit.py gptme/tools/_browser_perplexity.py gptme/tools/rag.py gptme/tools/_browser_thread.py gptme/tools/computer_transport.py gptme/tools/restart.py gptme/tools/shell_background.py gptme/tools/_url_safety.py gptme/tools/vent.py gptme/tools/mcp.py gptme/tools/computer.py gptme/tools/memory.py gptme/tools/shell_flags.py gptme/tools/chats.py gptme/tools/request_tool_change.py gptme/tools/pruner.py gptme/tools/shell.py gptme/tools/progress.py gptme/tools/base.py gptme/tools/_hashline_snapshot.py gptme/tools/clarify.py gptme/tools/convert.py gptme/tools/read.py gptme/tools/autocompact/context_provider.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/recovery.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/native_anthropic.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/config.py gptme/tools/autocompact/events.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/hook.py gptme/tools/autocompact/decision.py gptme/tools/python.py gptme/tools/hashline_edit.py gptme/tools/browser.py gptme/tools/_allowlist.py gptme/tools/choice.py gptme/tools/patch_many.py gptme/tools/__init__.py gptme/tools/native_names.py gptme/tools/autocommit.py gptme/tools/vision.py gptme/tools/todo.py gptme/tools/watch.py gptme/tools/yield_checkpoint.py gptme/tools/form.py gptme/tools/_browser_format.py gptme/tools/shell_memory.py gptme/credentials.py gptme/codeblock.py gptme/status_provider.py gptme/acp/client.py gptme/acp/agent.py gptme/acp/types.py gptme/acp/__main__.py gptme/acp/__init__.py gptme/acp/adapter.py gptme/commands/session.py gptme/commands/snapshot.py gptme/commands/llm.py gptme/commands/rag.py gptme/commands/account.py gptme/commands/base.py gptme/commands/export.py gptme/commands/backtrack.py gptme/commands/__init__.py gptme/commands/meta.py gptme/commands/checkpoint.py gptme/prompt_queue.py gptme/attestation.py gptme/logmanager/eventlog.py gptme/logmanager/manager.py gptme/logmanager/durability.py gptme/logmanager/conv_checkpoints.py gptme/logmanager/conversations.py gptme/logmanager/fork.py gptme/logmanager/cleanup.py gptme/logmanager/__init__.py gptme/logmanager/locking.py gptme/hooks/peer_messages.py gptme/hooks/dirty_diff.py gptme/hooks/anomaly_watchdog.py gptme/hooks/time_awareness.py gptme/hooks/elicitation.py gptme/hooks/confirm.py gptme/hooks/guardrails.py gptme/hooks/_credential_output.py gptme/hooks/cli_confirm.py gptme/hooks/cwd_awareness.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/registry.py gptme/hooks/injection_screening.py gptme/hooks/server_elicit.py gptme/hooks/_secret_reach.py gptme/hooks/auto_confirm.py gptme/hooks/types.py gptme/hooks/agents_md_inject.py gptme/hooks/form_autodetect.py gptme/hooks/test.py gptme/hooks/server_confirm.py gptme/hooks/tool_target_instructions.py gptme/hooks/cost_awareness.py gptme/hooks/cache_awareness.py gptme/hooks/markdown_validation.py gptme/hooks/token_awareness.py gptme/hooks/script.py gptme/hooks/workspace_agents.py gptme/hooks/_policy_block.py gptme/hooks/__init__.py gptme/hooks/knowledge_inject.py gptme/hooks/auto_snapshots.py gptme/hooks/cwd_changed.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_guardrails.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_anomaly_watchdog.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/active_context.py gptme/hooks/aw_watcher_agent.py gptme/__main__.py gptme/info.py gptme/init.py gptme/dirs.py gptme/oauth/__init__.py gptme/oauth/openrouter.py gptme/message.py gptme/k_best.py gptme/llm/llm_mock.py gptme/llm/utils.py gptme/llm/models/recommended.py gptme/llm/models/types.py gptme/llm/models/listing.py gptme/llm/models/data.py gptme/llm/models/__init__.py gptme/llm/models/resolution.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/llm_openai_subscription.py gptme/llm/recovery.py gptme/llm/constants.py gptme/llm/retry_abort.py gptme/llm/retry_policy.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/llm_openai_models.py gptme/llm/llm_grok_subscription.py gptme/llm/local_discovery.py gptme/llm/validate.py gptme/llm/llm_openrouter_subscription.py gptme/llm/request_limits.py gptme/llm/llm_gptme.py gptme/llm/responses_phase.py gptme/llm/llm_anthropic.py gptme/llm/llm_openai.py gptme/llm/__init__.py gptme/llm/openai_responses.py gptme/llm/provider_plugins.py gptme/llm/_degeneration.py gptme/__init__.py gptme/executor.py gptme/cli/setup.py gptme/cli/cmd_memory.py gptme/cli/cmd_skills.py gptme/cli/util.py gptme/cli/cmd_snapshot.py gptme/cli/cmd_dataset.py gptme/cli/cmd_agents.py gptme/cli/main.py gptme/cli/wut.py gptme/cli/doctor.py gptme/cli/cmd_batch.py gptme/cli/cmd_tutorial.py gptme/cli/cmd_review_pr.py gptme/cli/cmd_init.py gptme/cli/cmd_mcp.py gptme/cli/cmd_chats.py gptme/cli/cmd_resume.py gptme/cli/cmd_computer.py gptme/cli/cmd_knowledge.py gptme/cli/cmd_slop.py gptme/cli/cmd_status.py gptme/cli/cmd_stats.py gptme/cli/cmd_capabilities.py gptme/cli/cmd_hooks.py gptme/cli/auth.py gptme/cli/__init__.py gptme/cli/cmd_explain.py gptme/cli/cmd_attest.py gptme/cli/cmd_sound.py gptme/cli/onboard.py gptme/cli/cmd_review.py gptme/cli/cmd_mcp_serve.py gptme/cli/cmd_service.py gptme/cli/cmd_review_watch.py gptme/cli/checkpoint.py gptme/model_attestation.py gptme/profiles.py gptme/plugins/entrypoints.py gptme/plugins/registry.py gptme/plugins/plugin.py gptme/plugins/__init__.py gptme/plugins/security.py gptme/tui/main.py gptme/tui/app.py gptme/tui/__init__.py gptme/tui/statusline.py gptme/server/api_v2_common.py gptme/server/computer_api.py gptme/server/openapi_docs.py gptme/server/cli.py gptme/server/api_v2.py gptme/server/panels_api.py gptme/server/skills_api.py gptme/server/app.py gptme/server/constants.py gptme/server/token_file.py gptme/server/external_sessions.py gptme/server/a2a_api.py gptme/server/client.py gptme/server/metrics.py gptme/server/tts_api.py gptme/server/session_models.py gptme/server/__main__.py gptme/server/tasks_api.py gptme/server/auth.py gptme/server/__init__.py gptme/server/workspace_api.py gptme/server/preview_proxy_api.py gptme/server/tools_api.py gptme/server/api_v2_sessions.py gptme/server/acp_session_runtime.py gptme/server/api_v2_agents.py gptme/server/session_step.py gptme/server/artifacts_api.py gptme/agent/service.py gptme/agent/workspace.py gptme/agent/cli.py gptme/agent/doctor.py gptme/agent/__init__.py gptme/peers.py gptme/workspace_snapshot.py gptme/eval/execenv.py gptme/eval/run.py gptme/eval/main.py gptme/eval/filestore.py gptme/eval/tbench/run.py gptme/eval/tbench/agent.py gptme/eval/tbench/__init__.py gptme/eval/swebench/utils.py gptme/eval/swebench/main.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/__main__.py gptme/eval/swebench/info.py gptme/eval/swebench/__init__.py gptme/eval/swebench/retrieval.py gptme/eval/types.py gptme/eval/agents/swebench.py gptme/eval/agents/__init__.py gptme/eval/agents/claude_code.py gptme/eval/cost.py gptme/eval/pass_rate_gate.py gptme/eval/__main__.py gptme/eval/suites/practical7.py gptme/eval/suites/practical30.py gptme/eval/suites/practical26.py gptme/eval/suites/practical20.py gptme/eval/suites/practical2.py gptme/eval/suites/practical25.py gptme/eval/suites/practical22.py gptme/eval/suites/practical11.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical6.py gptme/eval/suites/practical28.py gptme/eval/suites/practical24.py gptme/eval/suites/practical33.py gptme/eval/suites/practical13.py gptme/eval/suites/practical5.py gptme/eval/suites/computer.py gptme/eval/suites/practical16.py gptme/eval/suites/practical18.py gptme/eval/suites/practical.py gptme/eval/suites/practical3.py gptme/eval/suites/practical8.py gptme/eval/suites/practical12.py gptme/eval/suites/practical23.py gptme/eval/suites/practical32.py gptme/eval/suites/practical15.py gptme/eval/suites/practical14.py gptme/eval/suites/practical19.py gptme/eval/suites/practical21.py gptme/eval/suites/practical29.py gptme/eval/suites/browser.py gptme/eval/suites/practical17.py gptme/eval/suites/practical31.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/add_deprecation_warning.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/scope_discipline_bugfix.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/__init__.py gptme/eval/suites/subagent.py gptme/eval/suites/basic.py gptme/eval/suites/constraint_satisfaction.py gptme/eval/suites/practical9.py gptme/eval/suites/practical4.py gptme/eval/suites/practical27.py gptme/eval/suites/practical10.py gptme/eval/__init__.py gptme/eval/leaderboard.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/swe_extra/__init__.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/trends.py gptme/eval/dspy/cli.py gptme/eval/dspy/metrics.py gptme/eval/dspy/__main__.py gptme/eval/dspy/tasks.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/__init__.py gptme/eval/dspy/experiments.py gptme/eval/dspy/signatures.py gptme/eval/dspy/prompt_optimizer.py gptme/checkpoint.py tests/test_tools_request_tool_change.py tests/test_llm_auth.py tests/test_file_publication.py tests/test_util_clipboard_paste.py tests/test_tui_frames.py tests/test_tools_convert_publication.py tests/test_check_model_freshness.py tests/test_tui_skill_events.py tests/test_llm_utils.py tests/test_prompt_tools.py tests/test_docker_lockfile.py tests/test_minimax_models.py tests/test_cli_hooks_settings_shape.py tests/test_cli_fatal_error_envelope.py tests/test_tools_restart.py tests/test_shell_issue772.py tests/test_confirmation_header_tui.py tests/test_tui_conversation_name.py tests/test_eval_tool_efficiency.py tests/test_codeblock.py tests/test_shell_parser.py tests/test_responses_phase.py tests/test_llm_openai_subscription.py tests/test_hooks_cwd_changed.py tests/test_chat_transient_recovery.py tests/test_server_v2_sse.py tests/test_computer_x11_integration.py tests/test_browser_markdown_literals.py tests/test_cli_non_utf8_input.py tests/test_tools_parameter_conformance.py tests/test_tools_pruner.py tests/test_memory_migrate_knowledge.py tests/test_python_kernel_raster.py tests/test_setup_api_key.py tests/test_subagent_planner_roles.py tests/test_tools_convert_docx_literals.py tests/test_workspace_snapshot_namespace.py tests/test_guardrail_secret_reach.py tests/test_eval_behavioral.py tests/test_chats_json.py tests/test_util_review.py tests/test_openrouter_reported_cost.py tests/test_checkpoint.py tests/test_server_v2_hooks.py tests/test_eval_practical19.py tests/test_workspace_snapshot.py tests/test_message.py tests/test_auto_naming.py tests/test_chats_stats.py tests/test_sdk_recovery_redirects.py tests/test_execute_msg_defensive.py tests/test_responses_partial_tools.py tests/test_peers.py tests/test_docs_tool_formats_coverage.py tests/test_shell_allowlist_autoconfirm.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_browser_blockage.py tests/lessons/test_wildcard_matching.py tests/lessons/test_bm25_parity.py tests/test_tools_convert_video_filenames.py tests/test_lessons_selector.py tests/test_subagent_unit.py tests/test_subagent_yield.py tests/test_shell_stream_oneshot.py tests/test_chats_matching_snippets.py tests/test_agent_service_timeouts.py tests/test_lessons_parser.py tests/test_timings.py tests/test_tools_convert_sources.py tests/fixtures/hol_guard_shell_hook.py tests/fixtures/retry_server.py tests/fixtures/provider_test_scaffold.py tests/test_mcp_server.py tests/test_util_cli_attest.py tests/test_tools_form.py tests/test_server_workspace.py tests/test_memory_scope_execution.py tests/test_server_default_profile.py tests/test_agents_md_inject.py tests/test_server_panels.py tests/test_anti_slop.py tests/test_util_cli_skills.py tests/test_tui_program_status.py tests/test_lessons_matcher.py tests/test_preview_proxy.py tests/test_tools_computer.py tests/test_tools_python.py tests/test_tauri_apt_setup.py tests/test_cli_sound.py tests/test_tools_precommit.py tests/test_tui_before_tool_execution.py tests/test_tools_convert_literal_paths.py tests/test_plugin_security.py tests/test_terminal_startup_latency.py tests/test_dirs.py tests/test_workspace_agents.py tests/test_util_terminal.py tests/test_foreground_output_dedup.py tests/test_tools_elicit.py tests/test_snapshot_command.py tests/test_shell_memory.py tests/test_tools_patch_many.py tests/test_lessons_auto_include.py tests/test_server_skill_events.py tests/test_memory_index_policy.py tests/test_computer_semantic_fixtures.py tests/test_commands.py tests/test_cli.py tests/test_browser.py tests/test_cli_completion.py tests/test_recovery_stream_overload.py tests/test_computer_task.py tests/test_credential_output_integration.py tests/test_uri.py tests/test_computer_actions.py tests/test_hooks.py tests/test_tools_rag.py tests/test_util_context_savings.py tests/test_noninteractive_drain.py tests/test_docs_structure.py tests/test_compaction_reminder.py tests/test_logmanager_corrupt_lines.py tests/test_util_output_storage.py tests/test_shell_output_mixing_issue408.py tests/test_acp_session_runtime.py tests/test_llm_image_attachments.py tests/test_context_budget.py tests/test_acp_protocol_logging.py tests/test_url_safety.py tests/test_lessons_status.py tests/test_prompt_skills_summary.py tests/test_browser_session_persistence.py tests/test_generation_pre_snapshot_boundary.py tests/test_server_v2.py tests/test_shell_completion_wait.py tests/test_chat_config_readonly.py tests/test_mcp_discovery.py tests/test_computer_demo_cmd.py tests/test_browser_open_page_session.py tests/test_tools_choice.py tests/test_init.py tests/test_subagent_drain_cancel.py tests/test_browser_navigation.py tests/test_recovery_nested_budget.py tests/test_llm_openai_sampling.py tests/test_message_command.py tests/test_local_discovery.py tests/test_block_budget.py tests/test_provider_plugins.py tests/test_util_install.py tests/test_tui.py tests/test_custom_providers.py tests/test_chats_export.py tests/test_lessons_index.py tests/test_tools_token_awareness.py tests/test_util_generate_name.py tests/test_master_context.py tests/test_overflow_recovery.py tests/test_skill_events.py tests/test_tools_precommit_paths.py tests/test_subagent_summary.py tests/test_memory_cli_metadata.py tests/test_memory_tool.py tests/test_tools_convert_document_publication.py tests/test_gptme_token_publication.py tests/test_prompt_queue.py tests/test_shell_for_loop_issue724.py tests/test_conversations.py tests/test_eval_leaderboard.py tests/test_prompt_templates.py tests/test_config.py tests/test_computer_risk_streaming.py tests/test_chats_native_snippets.py tests/test_tools_browser.py tests/test_tools_patch_many_confirmation.py tests/test_python_kernel_stdin.py tests/test_tools_gh.py tests/test_execenv.py tests/test_tools_chats.py tests/test_computer_record.py tests/test_tasks_api.py tests/retry_compat.py tests/test_ephemeral.py tests/test_shell_foreground_promotion.py tests/test_completion_verification.py tests/test_util_keyword_matching.py tests/test_screenshot.py tests/test_util_context_dedup.py tests/test_server_cli_tools.py tests/test_browser_screenshot.py tests/test_tool_description_cap.py tests/test_hooks_knowledge_inject.py tests/test_track_tokens.py tests/test_compaction_native_anthropic.py tests/test_patch_exact_uniqueness.py tests/test_acp_recovery.py tests/test_util_cli_review_watch.py tests/test_tools_mcp.py tests/test_constants.py tests/test_session.py tests/test_acp_e2e_smoke.py tests/test_program_status.py tests/test_git_worktree_inspection.py tests/test_build_apt_retry.py tests/test_server_elicitation.py tests/test_setup_completions.py tests/test_tools_vision.py tests/test_server_subscription_connect.py tests/test_perf_tui.py tests/test_telemetry.py tests/test_eval_constraint_satisfaction.py tests/test_tui_completion.py tests/test_perf.py tests/test_tools_convert_percent_inputs.py tests/test_llm_summarize_terminal_projection.py tests/test_cli_llm_generate.py tests/test_tools_screenshot.py tests/test_browser_lynx.py tests/test_capabilities_export.py tests/test_tui_literal_thinking.py tests/test_computer_gate.py tests/test_tools_todo.py tests/test_guardrail_hook.py tests/test_tool_loading_duplicate.py tests/test_hooks_form_autodetect.py tests/test_agent_merge_project_config.py tests/test_native_tool_names.py tests/test_shell_state_contract.py tests/test_search_alias.py tests/test_cwe214_docker_env_leak.py tests/test_browser_markdown_packaging.py tests/test_server_v2_sessions.py tests/test_server_artifacts.py tests/conftest.py tests/test_context_status.py tests/test_tui_peer_wake.py tests/test_responses_stream_errors.py tests/test_shell_escaped_pipes.py tests/test_tree.py tests/test_computer_audit.py tests/test_llm_generation_recovery.py tests/test_appimage_release.py tests/test_mcp_adapter.py tests/test_shell_redact_secrets.py tests/test_commands_account.py tests/test_agent_workspace_timeouts.py tests/test_file_selector_integration.py tests/test_tools_subagent.py tests/test_eval_computer_suite.py tests/test_useredit.py tests/test_python_kernel_raster_limits.py tests/test_cli_peers.py tests/test_eval_claude_code.py tests/test_tools_tmux_quoting.py tests/test_llm_retry_policy.py tests/test_sdk_stream_terminal.py tests/test_browser_github_routing.py tests/test_tui_work_acceptance.py tests/test_swebench_utils.py tests/test_backtrack_identity.py tests/test_chat_turn_boundary.py tests/test_computer_docker_config.py tests/test_llm_models.py tests/test_eval_practical18.py tests/test_cc_memory.py tests/test_util_hooks.py tests/test_tui_e2e.py tests/test_tools_shell.py tests/test_restart_argv.py tests/test_cli_context_files.py tests/test_browser_format.py tests/test_subagent_tool_format.py tests/test_server_api_v2_common.py tests/test_acp_client.py tests/test_doctor.py tests/test_browser_state_load_failure.py tests/test_project_config_list_types.py tests/test_tools_convert.py tests/test_confirmation_header.py tests/test_pytest_timeout_retry_interaction.py tests/test_subagent_concurrency.py tests/test_computer_artifacts.py tests/test_knowledge.py tests/test_release_preflight.py tests/test_llm_empty_stream.py tests/test_xml_format.py tests/test_tools_shell_validation.py tests/test_llm_anthropic.py tests/test_lessons.py tests/test_hooks_server_confirm.py tests/test_lessons_emissions.py tests/test_server_v2_auto_stepping.py tests/test_agent_memory.py tests/test_prompt.py tests/test_eval_practical16.py tests/test_save_confirmation_baseline.py tests/test_chats_rename.py tests/test_served_model_metadata.py tests/test_agent.py tests/test_build_distribution.py tests/test_server_client.py tests/test_cost_cache_cold_warning.py tests/test_tools.py tests/test_compaction_measurement.py tests/test_tools_hashline_edit.py tests/test_server_path_traversal.py tests/test_logmanager_locking.py tests/test_memory_store.py tests/test_eval_trends.py tests/test_context_providers.py tests/test_conversation_metadata_readonly.py tests/test_server.py tests/test_quota_skip.py tests/test_server_perf.py tests/test_active_context.py tests/test_eval_pass_rate_gate.py tests/test_backtrack.py tests/test_acp_adapter.py tests/test_markdown_validation.py tests/test_shell_memory_limit.py tests/test_computer_run_task_cli.py tests/test_hooks_cache_awareness.py tests/test_command_completion.py tests/test_checkpoint_restart.py tests/test_tui_recovery.py tests/test_llm_anthropic_system_messages.py tests/test_tools_convert_orientation.py tests/test_computer_milestone_integration.py tests/test_tools_append_hooks.py tests/test_tools_convert_literal_inputs.py tests/test_vent.py tests/test_tui_output_collapse.py tests/test_github_ci_self_heal.py tests/test_server_session_models.py tests/test_util_cli_batch.py tests/test_llm_models_resolution.py tests/test_tools_time_awareness.py tests/test_replay.py tests/test_util_gh.py tests/test_tools_watch_run_utf8.py tests/test_llm_grok_subscription.py tests/test_lesson_hook_latency.py tests/test_tools_native_kwargs.py tests/test_server_v2_agents.py tests/test_browser_executable_path_env.py tests/test_oauth_openrouter.py tests/test_util_tree.py tests/test_shell_fd_leak.py tests/test_policy_block.py tests/test_hooks_dirty_diff.py tests/test_opencode_go.py tests/test_gptme_provider.py tests/test_chats_read.py tests/test_toolspec_read_only.py tests/test_summary_model.py tests/test_util_interrupt.py 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tests/test_server_metrics.py tests/test_eval_practical17.py tests/test_cmd_service.py tests/test_tools_tmux.py tests/test_subscription_pricing.py tests/test_output_format.py tests/test_nvidia.py tests/test_subagent_integration.py tests/test_patch_literal_comments.py tests/test_execute_msg_hook_call_id.py tests/test_github_bot.py tests/test_cli_status.py tests/test_computer_use_integration.py tests/test_cost_tracker.py tests/test_work_snapshots.py tests/test_python_backend_selection.py tests/test_server_bad_input.py tests/test_credentials_integration.py tests/test_eval.py tests/test_skill_installer.py tests/test_llm_openai.py tests/test_compaction_review_regressions.py tests/test_chats_clean_safety.py tests/test_server_cors.py tests/test_config_trust.py tests/test_subagent_retention.py tests/test_subagent_stale_cancel.py tests/test_transcript_durability.py tests/test_browser_reconnect_owner.py tests/test_tools_morph.py tests/test_user_config_isolation.py tests/thread_leak.py tests/test_workspace_api.py tests/test_tools_autocommit.py tests/test_config_validate.py tests/test_eval_timeouts.py tests/test_knowledge_subprocess.py tests/test_server_config_workspace_containment.py tests/test_tools_tmux_native_panes.py tests/test_auto_compact.py tests/test_hooks_mcp_namespace_hint.py tests/test_util_export.py tests/test_model_selection_trace_export.py tests/test_profiles.py tests/test_credential_output.py tests/test_cli_mcp_cleanup.py tests/test_shell_issue729.py tests/test_prompts.py tests/test_pdf_to_images.py tests/test_computer_settle.py tests/test_cli_explain.py tests/test_shell_restart.py tests/test_integration_phase4.py tests/test_llm_request_limits.py tests/test_eval_swebench.py tests/test_util_gh_mocked.py tests/test_server_cli_fallback.py tests/test_util_tool_format.py tests/test_util_cli_generate.py tests/test_browser_navigation_live.py tests/test_mcp_client_env.py tests/test_lessons_commands.py tests/test_tools_tmux_compounds.py tests/test_agent_fork_command.py tests/test_server_startup.py tests/test_server_v2_tool_confirmation.py tests/test_utils.py tests/test_cli_confirm_hook.py tests/test_git_worktree.py tests/test_morph_source_admission.py tests/test_eval_subagent.py tests/test_tools_convert_tiff.py tests/test_chat_history.py tests/test_webui_redirects.py tests/test_peer_messages_hook.py tests/test_server_host_validation.py tests/test_util_file_storage.py tests/test_tools_base.py tests/test_plugins.py tests/test_relevance_pruning.py tests/test_subagent_shell_pgid_kill.py tests/test_snapshot_list.py tests/test_dspy_integration.py tests/test_subagent_parent_isolation.py tests/test_tui_visual.py tests/test_cli_auth.py tests/test_tools_convert_pdf_first_page.py tests/test_misc_subprocess_timeouts.py tests/test_computer_latency_cmd.py tests/test_tools_save.py tests/test_logmanager_reader_context.py tests/test_server_audio_transcription.py tests/test_agent_doctor.py tests/test_dependabot_automerge.py tests/test_git_cmd_resolver.py tests/test_util_cli_models.py tests/test_subagent_persistence.py tests/test_context_selector.py tests/test_acp_types.py tests/test_server_webui_dir.py tests/test_script_hooks.py tests/test_cli_resume.py tests/test_computer_screenshot_cli.py tests/test_computer_video_frames_cli.py tests/test_util_cli_mcp.py tests/test_reduce.py tests/test_util_cli.py tests/test_entrypoints.py tests/test_commands_llm.py tests/test_model_attestation.py tests/test_server_peer_wake.py tests/test_context_scout.py tests/test_eventlog.py tests/test_dspy_hybrid.py tests/test_util_content.py tests/test_browser_state_publication.py tests/test_util.py tests/test_subagent_worktree_isolation.py tests/test_openrouter_pricing_overrides.py tests/test_openrouter_cache_pricing.py tests/test_llm_mock.py tests/test_dataset_history.py tests/test_tui_work_unread.py tests/test_json_output.py tests/test_util_cli_providers.py tests/test_server_parent_death_watcher.py tests/test_chat_config.py tests/test_tools_todo_isolation.py tests/test_acp_agent.py tests/test_memory_match.py tests/test_lessons_frontmatter_name_type.py tests/test_context.py tests/test_subagent_budget.py tests/test_tools_write_encoding.py tests/test_eval_behavioral_solutions.py tests/test_server_skills_api.py tests/test_logmanager.py tests/test_skill_install_replacement.py tests/test_check_rst_formatting.py tests/test_commands_rag.py tests/test_util_cost.py tests/test_server_tools_query.py tests/test_executor.py tests/test_hol_guard_shell_hook.py tests/test_server_tools_allowlist.py tests/test_acp_stdout.py tests/test_tools_gh_pagination.py tests/test_dspy_gepa.py tests/test_treeofthoughts.py tests/test_tools_watch_timer_deadline.py tests/test_tool_memory_native.py tests/test_llm_retry_abort.py tests/test_cli_init.py tests/test_credentials.py tests/test_eval_swebench_retrieval.py tests/test_complete.py tests/test_cli_elicitation.py tests/test_util_safety.py tests/test_tool_preview_content.py tests/test_tool_conditionals.py tests/test_hashline_confirmation_ownership.py tests/test_shell_high_fd.py tests/test_tools_read_range_decoding.py tests/test_import_boundaries.py tests/test_validate_release_package.py tests/test_tools_watch.py tests/test_dataset.py tests/test_tools_read.py tests/test_logs_home_isolation.py tests/test_llm_openai_reasoning_effort.py tests/test_eval_practical20.py tests/test_python_support.py tests/test_circuit_breaker.py tests/test_subagent_outcome_review.py tests/test_hooks_registry.py tests/test_info.py tests/test_server_fresh_bad_input.py tests/test_tools_gh_merge_guards.py tests/test_lessons_tool.py tests/test_tool_use.py tests/test_hooks_cost_awareness.py tests/test_skill_commands.py tests/test_block_budget_server.py tests/test_openai_responses_input.py tests/test_mcp.py tests/test_eval_format_routing.py tests/test_subagent_log_lock.py tests/test_package_exports.py tests/test_thread_leak.py tests/test_cli_from_turn.py tests/test_tools_convert_docx_hyperlinks.py tests/test_external_sessions.py tests/test_server_etag.py tests/test_shell_max_output_bytes.py tests/test_lessons_integration.py tests/test_util_export_browser.py tests/test_shell_job_spool.py tests/test_tui_work_view.py tests/test_workspace_memory_policy.py tests/test_subscription_terminal_recovery.py tests/test_session_allowlist_isolation.py tests/test_subagent_roundtrip.py tests/test_browser_state.py tests/test_demo_capture.py tests/test_dspy_basic.py tests/test_tools_python_kernel.py tests/test_hybrid_lessons.py tests/test_tools_vision_exif.py tests/test_python_kernel_review_regressions.py tests/test_cost_display.py tests/test_pytest_retry_tmp_path_interaction.py tests/test_recovery_strict_exhaustion.py tests/test_onboard.py tests/test_cost_awareness_delayed_warning.py tests/test_server_a2a.py tests/test_subagent_writer_lock.py tests/test_explicit_attachments.py tests/test_shell_completion_loop.py tests/test_shell_background.py tests/test_fold_mid_system.py tests/test_computer_transport.py tests/test_autocompact_scoring.py tests/test_tools_lessons.py tests/test_chat.py tests/test_tools_convert_docx.py tests/test_computer_api.py tests/test_tools_patch.py scripts/auto_rename_logs.py scripts/demo_capture.py scripts/eval_trends.py scripts/analyze_compression.py scripts/eval_phase0_pruning.py scripts/measure_output_capture.py scripts/docs_structure.py scripts/validate_release_package.py scripts/train/collect.py scripts/check_docs_repo_links.py scripts/github_ci_self_heal.py scripts/treeofthoughts.py scripts/github_bot.py scripts/check_rst_formatting.py scripts/eval_leaderboard.py scripts/verify_cloudflare_pages_deep_links.py scripts/check_model_freshness.py scripts/smoke_frozen_server.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                                                                  1595            753           6518
tests/test_server_v2.py                                                                      1038            406           4655
tests/test_llm_openai.py                                                                      957            576           3893
tests/test_auto_compact.py                                                                   1065            574           3660
gptme/tui/app.py                                                                              547           1086           3542
tests/test_tui.py                                                                             694            365           3384
gptme/server/api_v2.py                                                                        545            503           3289
tests/test_util_review.py                                                                     616            419           3039
tests/test_tools_subagent.py                                                                  899            464           3006
gptme/tools/shell.py                                                                          404            770           2980
tests/test_doctor.py                                                                          596            241           2820
tests/test_config.py                                                                          674            648           2743
tests/test_server_v2_sessions.py                                                              387            278           2728
gptme/llm/llm_openai.py                                                                       389            625           2246
tests/test_tools_shell.py                                                                     581            567           1970
gptme/cli/doctor.py                                                                           252            239           1908
tests/test_chat.py                                                                            510            290           1798
tests/test_codeblock.py                                                                       637           1141           1761
gptme/tools/shell_background.py                                                               192            296           1731
tests/test_cli.py                                                                             459            186           1698
tests/test_memory_store.py                                                                    219             81           1685
tests/test_tools_complete.py                                                                  331            274           1684
gptme/tools/computer.py                                                                       437            867           1657
gptme/tools/subagent/api.py                                                                   250            604           1598
tests/test_init.py                                                                            258            147           1597
tests/test_util_cli.py                                                                        415            246           1593
gptme/cli/cmd_computer.py                                                                     242            295           1577
gptme/cli/util.py                                                                             328            318           1531
tests/test_tools_watch.py                                                                     256             67           1522
gptme/server/session_step.py                                                                  221            509           1494
tests/test_acp_agent.py                                                                       410            197           1490
tests/test_util_gh.py                                                                         289            196           1417
tests/test_tools_convert.py                                                                   318            144           1394
tests/test_tools_gh.py                                                                        206            103           1379
tests/test_eval_behavioral.py                                                                 867            967           1357
gptme/cli/main.py                                                                             223            310           1339
tests/test_tools_shell_validation.py                                                          383            258           1321
tests/test_tools_browser.py                                                                   359             80           1304
gptme/logmanager/manager.py                                                                   223            383           1291
tests/test_util_cli_review_watch.py                                                           317            189           1283
tests/test_tools_todo_isolation.py                                                            160             11           1265
gptme/tools/subagent/execution.py                                                             218            521           1261
tests/test_tools_computer.py                                                                  438            271           1259
gptme/hooks/workspace_agents.py                                                               238            155           1248
gptme/util/gh.py                                                                              248            319           1243
gptme/acp/agent.py                                                                            206            344           1233
tests/test_mcp_adapter.py                                                                     274            137           1222
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/chat.py                                                                                 172            343           1146
gptme/tools/autocompact/resume.py                                                             159            328           1112
tests/test_llm_utils.py                                                                       310            142           1108
gptme/hooks/tests/test_agents_md_inject.py                                                    231            116           1098
gptme/tools/base.py                                                                           215            349           1090
gptme/tools/watch.py                                                                          155            208           1061
tests/test_tools_base.py                                                                      340            114           1054
gptme/tools/convert.py                                                                        156            154           1025
tests/test_eval.py                                                                            189            108            999
tests/test_shell_background.py                                                                214            105            993
gptme/util/review.py                                                                          183            336            989
gptme/server/api_v2_sessions.py                                                               134            203            982
tests/test_cmd_service.py                                                                     219            194            981
tests/test_info.py                                                                            183             78            972
tests/test_logmanager.py                                                                      270            192            970
tests/test_lessons_auto_include.py                                                            256            220            968
gptme/llm/__init__.py                                                                         182            318            958
tests/test_tools_patch_many.py                                                                190            114            958
gptme/hooks/tests/test_workspace_agents.py                                                    193             49            956
tests/test_computer_audit.py                                                                  264            183            955
gptme/codeblock.py                                                                             96            488            954
gptme/tools/mcp_adapter.py                                                                    262            312            948
gptme/eval/main.py                                                                            110            133            944
gptme/server/openapi_docs.py                                                                  309            210            941
tests/test_dataset.py                                                                         192             50            930
gptme/tools/complete.py                                                                       167            288            928
tests/test_tools_python_kernel.py                                                             303            122            926
tests/test_compaction_recall.py                                                               187             17            902
gptme/util/context.py                                                                         182            303            893
tests/test_eval_leaderboard.py                                                                126            104            883
gptme/cli/cmd_review_pr.py                                                                    148            342            882
tests/test_subagent_persistence.py                                                            139             34            870
gptme/config/user.py                                                                          156            243            861
tests/test_noninteractive_drain.py                                                            164             20            858
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                                                                          140            176            830
tests/test_eval_computer_suite.py                                                             328            149            819
tests/test_util_gh_mocked.py                                                                  157            122            819
gptme/tools/gh.py                                                                             155            166            818
tests/test_tools_precommit.py                                                                 136             98            818
gptme/eval/leaderboard.py                                                                     149            485            817
tests/test_prompt_templates.py                                                                260            193            812
tests/test_cli_completion.py                                                                  128              4            808
tests/test_context.py                                                                         319            133            806
tests/test_tui_work_view.py                                                                   139             84            805
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_tools_lessons.py                                                                   164             58            788
gptme/llm/models/data.py                                                                       18            174            776
tests/test_cost_display.py                                                                    110             68            776
tests/test_shell_foreground_promotion.py                                                      152             36            767
gptme/cli/cmd_memory.py                                                                       102            111            755
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_subagent_yield.py                                                                  103             76            731
gptme/cli/setup.py                                                                            154             74            723
tests/test_tools.py                                                                           240            120            722
gptme/tools/subagent/batch.py                                                                 135            482            721
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
tests/test_computer_transport.py                                                              267             91            713
gptme/hooks/_secret_reach.py                                                                   50             72            711
gptme/server/session_models.py                                                                111            225            709
tests/test_tools_restart.py                                                                   157             67            708
tests/test_agent.py                                                                           205            115            707
gptme/tools/browser.py                                                                        281            457            696
tests/test_message.py                                                                         230            148            692
gptme/llm/openai_responses.py                                                                 118             77            691
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_gptme_provider.py                                                                  199            102            667
tests/test_memory_match.py                                                                    126             51            661
gptme/lessons/installer.py                                                                    151            179            653
gptme/tools/shell_validation.py                                                               153            359            649
tests/test_commands.py                                                                        187             81            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/conftest.py                                                                             183            321            634
tests/test_server_session_models.py                                                           206            159            631
tests/test_shell_job_spool.py                                                                  98             45            631
tests/test_subagent_retention.py                                                              113             71            627
tests/test_tools_read.py                                                                      204             74            627
tests/test_subagent_budget.py                                                                 166            144            626
tests/test_skill_install_replacement.py                                                       131              3            613
gptme/util/prompt.py                                                                          137            179            611
tests/test_prompts.py                                                                         179            111            611
tests/test_chat_transient_recovery.py                                                         103             16            610
tests/test_config_validate.py                                                                 154             51            610
tests/test_explicit_attachments.py                                                             84              9            609
tests/test_computer_doctor_cmd.py                                                              88             58            607
tests/test_util_cli_mcp.py                                                                    141             71            604
gptme/lessons/index.py                                                                        153            196            599
tests/test_dirs.py                                                                            135             93            598
scripts/github_bot.py                                                                         109            107            597
gptme/hooks/tests/test_anomaly_watchdog.py                                                    166            150            596
tests/test_mcp_server.py                                                                      139             49            596
gptme/eval/run.py                                                                              75            126            592
gptme/prompts/__init__.py                                                                      78             90            592
tests/test_unified_plugins.py                                                                 150             62            587
tests/test_server_panels.py                                                                    65             40            585
tests/test_server_subscription_connect.py                                                     160             39            584
gptme/tools/subagent/types.py                                                                 112            278            583
tests/test_tui_completion.py                                                                   82             11            582
tests/test_tools_request_tool_change.py                                                       117             43            578
gptme/cli/cmd_chats.py                                                                        112            100            576
tests/test_served_model_metadata.py                                                           116             24            573
tests/test_shell_redact_secrets.py                                                            113             44            569
tests/test_lessons_index.py                                                                   185            171            568
gptme/tools/computer_transport.py                                                             151            125            567
gptme/memory/store.py                                                                          79            118            562
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_hooks.py                                                                      116            113            554
gptme/server/a2a_api.py                                                                       103             46            551
tests/test_memory_index_policy.py                                                              98             39            551
tests/test_eval_subagent.py                                                                   119             56            547
tests/test_computer_actions.py                                                                165            125            546
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
gptme/message.py                                                                              139            284            533
tests/test_reduce.py                                                                          140            161            533
tests/test_server_peer_wake.py                                                                 84             42            533
gptme/tools/subagent/hooks.py                                                                 108            174            530
tests/test_cc_memory.py                                                                       113            108            530
tests/test_hooks_cost_awareness.py                                                             73             61            525
tests/test_server_bad_input.py                                                                122            106            524
tests/test_lessons.py                                                                         156            153            517
gptme/tools/hashline_edit.py                                                                  128            416            513
gptme/prompts/workspace.py                                                                     75            153            509
tests/test_workspace_api.py                                                                   116             22            508
tests/test_capabilities_export.py                                                              65             27            506
tests/test_file_publication.py                                                                 96             23            504
tests/test_mcp.py                                                                             138             77            504
gptme/hooks/registry.py                                                                       102             87            503
tests/test_checkpoint.py                                                                      131             26            503
tests/test_provider_plugins.py                                                                110             43            501
tests/test_subagent_worktree_isolation.py                                                     159             86            501
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_config_workspace_publication.py                                                     79             14            492
tests/test_conversations.py                                                                    70             44            492
gptme/tools/lessons.py                                                                        129            150            491
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
tests/test_snapshot_command.py                                                                117             57            476
gptme/tools/todo.py                                                                           117            146            475
gptme/cli/cmd_hooks.py                                                                        119            110            472
gptme/hooks/tests/test_cost_awareness.py                                                       84             53            472
tests/test_work_snapshots.py                                                                   97             24            472
tests/test_chats_stats.py                                                                      89             37            471
tests/test_plugin_security.py                                                                  96             37            471
tests/test_llm_openai_sampling.py                                                              99             12            469
gptme/tools/read.py                                                                            66            107            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
tests/test_llm_auth.py                                                                        153             55            458
gptme/telemetry.py                                                                            103             74            456
gptme/hooks/tests/test_time_awareness.py                                                       95             75            455
tests/test_tools_time_awareness.py                                                            152             59            453
scripts/check_rst_formatting.py                                                               112            124            450
tests/test_tools_browser_thread.py                                                            117             49            450
tests/test_cli_from_turn.py                                                                    81             23            447
scripts/analyze_compression.py                                                                103             68            446
scripts/demo_capture.py                                                                       104             83            445
gptme/mcp/client.py                                                                           106            161            444
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_tools_mcp.py                                                                       111             23            443
tests/test_python_kernel_raster.py                                                             62             13            440
tests/test_util_cli_providers.py                                                               93             42            438
gptme/plugins/security.py                                                                      72            148            437
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            130            433
tests/test_lesson_hook_latency.py                                                             110             40            429
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_chats_clean_safety.py                                                               81             21            419
gptme/agent/workspace.py                                                                      131            231            418
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gptme/cli/auth.py                                                                              84             56            417
tests/test_lessons_parser.py                                                                  188            239            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
gptme/tools/autocompact/engine.py                                                              91            199            410
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gptme/util/cost_display.py                                                                     81             80            406
tests/test_lessons_matcher.py                                                                 104             87            406
tests/test_llm_validate.py                                                                     78             64            404
gptme/logmanager/conversations.py                                                              91            136            402
gptme/llm/llm_openai_models.py                                                                  6             61            401
gptme/agent/service.py                                                                        108            103            400
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
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gptme/agent/doctor.py                                                                          90             45            391
gptme/config/models.py                                                                        129            130            389
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                                                             94             81            379
gptme/tools/restart.py                                                                         94            126            379
tests/test_lessons_selector.py                                                                 55             38            374
gptme/hooks/anomaly_watchdog.py                                                               138            213            373
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
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
tests/test_util_export.py                                                                      80             31            370
gptme/hooks/dirty_diff.py                                                                      59            108            369
tests/test_subagent_writer_lock.py                                                             73             53            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
tests/test_skill_commands.py                                                                  116             50            364
gptme/checkpoint.py                                                                            81             54            363
tests/test_replay.py                                                                          120            110            361
tests/test_subscription_terminal_recovery.py                                                   42              5            360
tests/test_context_providers.py                                                               183            121            356
tests/test_tui_work_acceptance.py                                                              31             12            355
gptme/tools/subagent/__init__.py                                                               67            227            353
tests/test_workspace_agents.py                                                                154             59            353
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
gptme/eval/dspy/metrics.py                                                                     97             98            345
gptme/hooks/tests/test_elicitation.py                                                          91             45            343
gptme/tools/mcp.py                                                                            103            103            340
tests/test_computer_semantic_fixtures.py                                                       92            107            340
tests/test_hol_guard_shell_hook.py                                                             52             10            340
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_program_status.py                                                                   92             22            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
tests/test_minimax_models.py                                                                   37              6            328
gptme/eval/suites/practical.py                                                                 35             30            326
tests/test_llm_generation_recovery.py                                                          82              2            326
tests/test_util_output_storage.py                                                              83             18            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_util_safety.py                                                                      96             22            321
scripts/treeofthoughts.py                                                                      59             91            320
tests/test_workspace_snapshot.py                                                              105             46            319
gptme/util/reduce.py                                                                           79            100            318
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/hooks/time_awareness.py                                                                  66             95            316
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
gptme/hooks/agents_md_inject.py                                                                69            146            310
tests/test_browser.py                                                                         140             71            308
gptme/attestation.py                                                                           71              2            307
gptme/server/cli.py                                                                            56            105            307
gptme/server/preview_proxy_api.py                                                              86            150            306
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tests/test_tool_memory_native.py                                                               53              4            304
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
gptme/util/output_storage.py                                                                   89             94            299
gptme/llm/models/listing.py                                                                    61             65            298
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
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
tests/test_tools_todo.py                                                                      133             84            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/eval/swe_extra/swe_bench_test_spec.py                                                    53             29            280
tests/test_shell_completion_loop.py                                                            26             11            280
tests/test_tui_work_unread.py                                                                  32              8            279
tests/test_util_file_storage.py                                                                68             40            278
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
gptme/util/tool_display.py                                                                     36             23            273
tests/test_block_budget.py                                                                     56             48            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/tools/subagent/persistence.py                                                            43             67            270
tests/test_subagent_outcome_review.py                                                          39              5            269
tests/test_subagent_roundtrip.py                                                               79             53            269
gptme/profiles.py                                                                              66             68            268
tests/test_tauri_apt_setup.py                                                                  29             19            267
gptme/cli/cmd_resume.py                                                                        48             42            266
tests/lessons/test_bm25_parity.py                                                              67             70            266
tests/test_shell_completion_wait.py                                                            47              5            266
tests/test_url_safety.py                                                                      113             38            266
gptme/hooks/elicitation.py                                                                     96            136            264
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_confirmation_header.py                                                              42              1            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_tui_peer_wake.py                                                                    33              4            260
tests/test_memory_scope_execution.py                                                           36              2            259
tests/test_shell_restart.py                                                                    67             46            259
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
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
scripts/check_model_freshness.py                                                               54             44            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_subagent_stale_cancel.py                                                            45             15            243
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
gptme/hooks/__init__.py                                                                        22             51            241
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
gptme/cli/cmd_mcp.py                                                                           60             39            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
gptme/util/redact.py                                                                           61            199            232
tests/test_onboard.py                                                                          56             49            232
tests/test_util_cli_batch_stop_metadata.py                                                     52              9            232
gptme/memory/match.py                                                                          61             76            231
tests/test_shell_allowlist_autoconfirm.py                                                      58             62            231
gptme/llm/llm_gptme.py                                                                         74            136            230
gptme/lessons/parser.py                                                                        77            124            229
tests/test_computer_settle.py                                                                  90             78            228
gptme/config/validate.py                                                                       27             44            227
tests/test_hooks_cwd_changed.py                                                                55             24            227
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
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/prompt_queue.py                                                                          44             39            223
scripts/measure_output_capture.py                                                              15             20            223
gptme/server/auth.py                                                                           77            118            222
gptme/server/computer_api.py                                                                   51             55            222
tests/test_tui_recovery.py                                                                     31              7            222
gptme/eval/suites/practical6.py                                                                56             46            221
gptme/tools/yield_checkpoint.py                                                                41             58            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/lessons/selector.py                                                                      19             21            219
gptme/util/git_worktree.py                                                                     48             81            219
gptme/hooks/tests/test_cli_confirm.py                                                          75             23            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
gptme/server/api_v2_common.py                                                                 113             96            216
tests/test_lessons_tool.py                                                                     62             34            216
tests/test_llm_retry_abort.py                                                                  85             62            216
gptme/commands/session.py                                                                      69             59            215
gptme/commands/base.py                                                                         71             80            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
tests/test_openrouter_pricing_overrides.py                                                     36              5            205
gptme/server/panels_api.py                                                                     51             51            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_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             42            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_subagent_summary.py                                                                 32              5            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_memory_tool.py                                                                      42             14            192
tests/test_tools_convert_percent_inputs.py                                                     19              4            192
gptme/config/core.py                                                                           59             88            191
gptme/eval/suites/practical8.py                                                                68             62            191
tests/test_shell_max_output_bytes.py                                                           76             84            191
tests/test_tui_program_status.py                                                               34              9            191
gptme/hooks/script.py                                                                          21              8            189
gptme/tools/memory.py                                                                          34             38            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/tools/pruner.py                                                                          44              0            188
tests/test_misc_subprocess_timeouts.py                                                         51             30            188
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_openai_responses_input.py                                                           23             15            186
tests/test_tools_convert_docx.py                                                               33              3            186
tests/test_tui_conversation_name.py                                                            48             15            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
tests/test_setup_completions.py                                                                42              7            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
gptme/cli/cmd_stats.py                                                                         51             36            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
gptme/llm/models/types.py                                                                      69            129            176
tests/test_sdk_recovery_redirects.py                                                           15              2            176
gptme/util/tokens.py                                                                           54             76            175
tests/test_chats_native_snippets.py                                                            31              2            175
tests/test_block_budget_server.py                                                              22             11            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_tools_elicit.py                                                                     50             25            167
gptme/hooks/cli_confirm.py                                                                     52             59            165
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
tests/test_uri.py                                                                              56             31            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
gptme/util/__init__.py                                                                         37             33            160
tests/test_acp_protocol_logging.py                                                             56             15            160
tests/test_tree.py                                                                             64             40            160
gptme/server/app.py                                                                            41            145            159
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
gptme/llm/llm_openai_models_deprecated.py                                                       5             14            157
gptme/tools/autocompact/handlers.py                                                            32             31            157
gptme/tools/subagent/drain.py                                                                  34             54            157
tests/test_tools_convert_orientation.py                                                        34             11            157
tests/test_commands_account.py                                                                 37              6            156
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_gptme_token_publication.py                                                          34             26            152
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/lessons/skill_commands.py                                                                47             58            149
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_tools_watch_timer_deadline.py                                                       20              2            146
tests/test_tui_output_collapse.py                                                              20              4            145
tests/test_credential_output.py                                                                 8              2            144
tests/test_peers.py                                                                            23              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/commands/backtrack.py                                                                    31             29            139
gptme/server/api_v2_agents.py                                                                  25             17            139
tests/test_computer_risk_streaming.py                                                          58             46            139
tests/test_dspy_integration.py                                                                 54             32            139
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_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_server_cli_fallback.py                                                              23             19            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
gptme/util/program_status.py                                                                   32             46            128
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/confirm.py                                                                         58             98            127
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/server_confirm.py                                                                  52             59            125
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/server/metrics.py                                                                        37             19            124
tests/test_prompt.py                                                                           36             36            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_llm_image_attachments.py                                                            17              1            123
gptme/eval/suites/practical11.py                                                               53             26            122
gptme/eval/suites/practical12.py                                                               56             49            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
gptme/util/ask_execute.py                                                                      26             45            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
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/thread_leak.py                                                                           34             55            115
gptme/eval/suites/practical18.py                                                               52            117            114
gptme/plugins/entrypoints.py                                                                   28             60            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
gptme/lessons/matcher.py                                                                       41             56            112
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/tui/statusline.py                                                                        16             13            110
tests/test_python_kernel_stdin.py                                                              16              3            110
tests/test_tools_convert_video_filenames.py                                                     9              2            110
tests/test_computer_run_task_cli.py                                                            40             14            109
gptme/tools/choice.py                                                                          34             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/peers.py                                                                                 18             27            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
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
tests/test_server_parent_death_watcher.py                                                      25             38            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/tools/subagent/control.py                                                                23              9            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
tests/test_python_support.py                                                                   18              8            100
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_util_context_savings.py                                                             21              6             96
gptme/__version__.py                                                                           21             17             95
gptme/config/__init__.py                                                                        7             16             95
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
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/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/commands/__init__.py                                                                     19             23             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/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/context_savings.py                                                                  22              9             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
tests/test_subagent_drain_cancel.py                                                            10              3             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
gptme/tools/progress.py                                                                        28             59             85
tests/test_mcp_client_env.py                                                                   17              2             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/logmanager/conv_checkpoints.py                                                           25             24             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
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_cli_mcp_cleanup.py                                                                  26              8             80
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
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/llm/provider_plugins.py                                                                  40             39             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/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
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
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_chat_turn_boundary.py                                                               16              2             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
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             18             63
gptme/util/uri.py                                                                              29             43             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/util/terminal.py                                                                         36             32             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
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
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/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
gptme/util/keyword_matching.py                                                                 37             73             49
tests/test_execute_msg_defensive.py                                                            19             19             49
gptme/tools/_allowlist.py                                                                      18             15             48
gptme/util/file_storage.py                                                                     30             50             48
tests/test_recovery_strict_exhaustion.py                                                        7              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
gptme/lessons/__init__.py                                                                      12             21             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_nvidia.py                                                                           15              2             43
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
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
gptme/__init__.py                                                                              10              4             38
tests/test_utils.py                                                                            14             17             38
tests/test_cli_peers.py                                                                        10              1             37
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/mcp/display.py                                                                           14             27             31
gptme/server/token_file.py                                                                     13             13             31
tests/test_logs_home_isolation.py                                                              10              1             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_check_model_freshness.py                                                             8              5             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
tests/test_peer_messages_hook.py                                                                4              1             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_confirmation_header_tui.py                                                           6              1             22
tests/test_credentials_integration.py                                                           8              0             22
gptme/acp/__init__.py                                                                           5             13             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/hooks/peer_messages.py                                                                    6              2             11
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:                                                                                        90969          81811         383414
-------------------------------------------------------------------------------------------------------------------------------
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: 1157
  Total blocks: 25787
  Average complexity: 4.026369876294257

Most Complex Functions (D+):
  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/context/selector/file_selector.py
  gptme/context/selector/rule_based.py
      M 27:4 RuleBasedSelector.select - D
  gptme/lessons/hybrid_matcher.py
      M 394:4 HybridLessonMatcher._match_with_bm25 - D
  gptme/lessons/index.py
      M 288:4 LessonIndex._default_dirs - E
      M 703:4 LessonIndex._load_manifest_skill_stubs - D
      M 526:4 LessonIndex._index_directory - D
  gptme/lessons/selector.py
  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/parser.py
      F 284:0 parse_lesson - D
  gptme/lessons/auto_include.py
      F 270:0 _classify_lesson - D
  gptme/chat.py
      F 1127:0 _should_prompt_for_input - D
      F 272:0 chat - D
      F 1485:0 step - D
  gptme/telemetry.py
      F 442:0 record_llm_request - E
      F 362:0 _calculate_llm_cost - D
  gptme/memory/schema.py
  gptme/config/chat.py
      M 166:4 ChatConfig.from_dict - E
      M 323:4 ChatConfig._workspace_transition - D
  gptme/config/cli_setup.py
  gptme/config/validate.py
      F 32:0 _repaired_providers_text - D
  gptme/config/user.py
      F 1131:0 _merge_config_data - E
  gptme/config/core.py
      M 90:4 Config.mcp - D
  gptme/config/models.py
      M 470:4 ProjectConfig.from_dict - 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 1129:0 get_github_run_logs - D
      F 1348:0 search_github_issues - D
      F 1454:0 search_github_prs - D
      F 1556:0 merge_github_pr - D
  gptme/util/context.py
  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/tool_format.py
      F 104:0 format_tools_list - D
  gptme/util/ask_execute.py
      F 70:0 execute_with_confirmation - D
  gptme/util/reduce.py
      F 373:0 limit_log - E
      F 302:0 _drop_orphaned_tool_pairs - D
  gptme/util/_telemetry.py
      F 326:0 init_telemetry - D
  gptme/util/cost_display.py
      F 392:0 display_costs - D
      F 227:0 gather_conversation_costs - D
  gptme/util/prompt.py
  gptme/util/capabilities_export.py
      F 549:0 validate_snapshot - D
  gptme/tools/complete.py
      F 466:0 _complete_hook - E
      F 271:0 _run_verify_cmd - D
      F 1212:0 stuck_detect_hook - D
  gptme/tools/save.py
      F 175:0 execute_save_impl - 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/lessons.py
  gptme/tools/mcp_adapter.py
  gptme/tools/subagent/api.py
      F 2162:0 subagent_snapshots - D
  gptme/tools/subagent/execution.py
      F 834:0 _run_subagent_subprocess - E
      F 147:0 _resolve_profile_tools - D
  gptme/tools/subagent/types.py
      M 757:4 Subagent._read_log - E
      M 532:4 Subagent._read_usage - D
  gptme/tools/subagent/batch.py
  gptme/tools/gh.py
      F 224:0 _wait_for_checks - D
      F 547:0 _handle_pr_merge - D
  gptme/tools/python_kernel.py
      M 628:4 KernelBackend._ensure_started - D
  gptme/tools/tmux.py
  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/shell_background.py
      M 1010:4 BackgroundJob._read_output - D
      F 1916:0 background_job_wait_hook - D
      M 668:4 BackgroundJob._commit_spool_bytes - D
  gptme/tools/mcp.py
  gptme/tools/computer.py
      F 1387:0 _dispatch_transport - D
  gptme/tools/memory.py
      F 129:0 _parse_memory_call - D
  gptme/tools/shell_flags.py
      F 414:0 _split_lines - D
      F 560:0 _check_segment - D
  gptme/tools/chats.py
      F 428:0 _format_message_with_context - D
      F 546:0 read_chat - D
  gptme/tools/shell.py
      M 1471:4 ShellSession._read_output_windows - E
      F 3583:0 _explicit_timeout_seconds - D
      M 990:4 ShellSession._run_with_tty - D
  gptme/tools/base.py
      F 397:0 render_tool_conditionals - D
  gptme/tools/convert.py
      M 825:4 DocumentToTextConverter._convert - E
      M 528:4 ImageConverter._convert - D
  gptme/tools/read.py
      F 491:0 execute_read - D
  gptme/tools/autocompact/engine.py
  gptme/tools/autocompact/resume.py
      F 943:0 _apply_native_compaction - E
  gptme/tools/autocompact/hook.py
  gptme/tools/python.py
      F 655:0 execute_python - E
  gptme/tools/hashline_edit.py
      F 852:0 execute_hashline_edit - D
  gptme/tools/patch_many.py
      F 262:0 _publish_patches - D
  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/vision.py
      F 67:0 view_image - D
  gptme/tools/todo.py
      F 218:0 _restore_todos - E
  gptme/tools/watch.py
      F 1196:0 _watch - E
  gptme/codeblock.py
      F 117:0 _find_heredoc_terminator - E
      F 255:0 _scan_ipython_triple_quote - D
  gptme/acp/agent.py
      M 655:4 GptmeAgent.new_session - E
      M 1128:4 GptmeAgent.prompt - D
  gptme/commands/snapshot.py
      F 42:0 _print_prunable - 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/meta.py
      F 142:0 cmd_plugin - E
  gptme/commands/checkpoint.py
      F 43:0 cmd_checkpoint - D
  gptme/logmanager/manager.py
      M 783:4 LogManager.write - D
      M 292:4 LogManager.__init__ - D
  gptme/hooks/time_awareness.py
      F 307:0 add_time_message - E
  gptme/hooks/elicitation.py
      F 346:0 _cli_form - 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/cli_confirm.py
      F 182:0 _looks_like_diff - D
  gptme/hooks/registry.py
      M 178:4 HookRegistry.trigger - 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/tool_target_instructions.py
      F 67:0 _extract_paths - D
  gptme/hooks/token_awareness.py
      F 93:0 add_token_usage_warning - D
  gptme/hooks/workspace_agents.py
      F 1345:0 scan_agents - D
  gptme/hooks/__init__.py
      F 115:0 init_hooks - D
  gptme/info.py
      F 431:0 format_version_info - D
  gptme/init.py
      F 159:0 init_model - D
      F 319:0 _record_selection_trace - D
  gptme/message.py
      F 717:0 format_msgs - D
      F 824:0 print_msg - D
  gptme/llm/models/resolution.py
  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/llm/llm_openai.py
      F 614:0 init - E
      F 906:0 _handle_openai_transient_error - E
      F 1633:0 extra_body - D
      F 2463:0 _handle_tools - D
      F 283:0 _record_usage - D
  gptme/llm/__init__.py
  gptme/llm/openai_responses.py
      M 504:4 _ResponseFunctionCalls.get - D
      F 367:0 _messages_to_responses_input - D
      F 569:0 _stream_responses_events - D
  gptme/cli/cmd_memory.py
      F 606:0 memory_migrate_knowledge_jsonl - E
  gptme/cli/cmd_skills.py
      F 18:0 skills_list - D
  gptme/cli/util.py
      F 1033:0 context_files - E
      F 1229:0 llm_generate - D
      F 1917:0 models_test - D
      F 1822:0 models_info - 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/doctor.py
      F 1872:0 _check_plugins - E
      F 506:0 _provider_repair_needed - D
      F 1228:0 _check_computer - D
      F 2291:0 main - D
  gptme/cli/cmd_review_pr.py
      F 1107:0 review_pr - D
      F 657:0 _spawn_review_session - D
  gptme/cli/cmd_resume.py
      F 60:0 _task_from_user_content - D
  gptme/cli/cmd_computer.py
      F 1249:0 doctor_cmd - E
      F 1010:0 latency_cmd - D
      F 1591:0 demo_cmd - D
  gptme/cli/cmd_knowledge.py
      F 288:0 knowledge_search_cmd - D
  gptme/cli/cmd_hooks.py
      F 269:0 run - E
  gptme/cli/auth.py
      F 57:0 auth_login - D
  gptme/cli/cmd_service.py
      F 597:0 init - E
  gptme/cli/cmd_review_watch.py
  gptme/plugins/__init__.py
      F 205:0 _load_plugin - D
  gptme/tui/app.py
      M 4499:4 GptmeApp._generation_body - E
      M 1255:4 StreamingMessage._update_hidden_segments - D
      M 1914:4 ChatInput._on_key - D
      F 1546:0 renderables_for_message - D
      F 1704:0 complete_input - D
      M 2003:4 ChatInput._cycle_completion - D
  gptme/server/openapi_docs.py
      F 1179:0 _convert_to_openapi_nullable - D
  gptme/server/api_v2.py
      F 1736:0 api_conversation_put - E
      F 2216:0 api_conversation_edit_message - E
      F 3011:0 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/a2a_api.py
      F 494:0 _task_from_conversation - D
  gptme/server/session_models.py
      M 831:4 SessionManager.clean_inactive_sessions - D
  gptme/server/tasks_api.py
      F 396:0 get_git_status - D
      F 856:0 api_tasks_update - D
  gptme/server/api_v2_sessions.py
      F 669:0 api_conversation_tool_confirm - E
      F 1162:0 api_conversation_transcript - D
      F 932:0 api_conversation_rerun - D
  gptme/server/api_v2_agents.py
      F 57:0 api_agents_put - D
  gptme/server/session_step.py
      F 638:0 _acp_step - E
  gptme/agent/doctor.py
      F 344:0 check_lessons - E
  gptme/workspace_snapshot.py
      F 463:0 prune_by_age - D
  gptme/eval/run.py
      F 333:0 execute - E
  gptme/eval/main.py
  gptme/eval/suites/practical16.py
      F 68:0 check_queue_all_producers_mentioned - D
  gptme/eval/suites/constraint_satisfaction.py
      F 255:0 check_boundary_domain_no_infra_import - D
  gptme/eval/leaderboard.py
      F 928:0 compute_rate_trends - D
      F 692:0 aggregate_per_test - D
  gptme/eval/trends.py
      F 157:0 compute_diff - D
  gptme/eval/dspy/hybrid_optimizer.py
      C 239:0 TaskComplexity - D
      M 283:4 TaskComplexity.analyze - D
  tests/test_tui_frames.py
      F 230:0 test_prompt_queued_during_tool_waits_below_it_then_joins - D
  tests/test_responses_phase.py
      F 555:0 test_review_attachments_decline_text_only_replay - D
  tests/test_tools_parameter_conformance.py
      F 110:0 _extract_executor_kwargs_keys - E
  tests/test_memory_migrate_knowledge.py
      F 468:0 test_migrate_preserves_unparseable_occupied_destinations - D
  tests/test_util_review.py
      M 3817:4 TestSchemaFixtures.test_full_fixture_preserves_all_union_fields - D
  tests/test_server_default_profile.py
      F 255:0 test_runtime_fragments_survive_patch_and_restart - D
  tests/test_tui_before_tool_execution.py
      F 27:0 test_reply_visible_before_tools_and_not_duplicated - D
  tests/test_tools_convert_literal_paths.py
      F 21:0 test_image_output_filename_is_literal - D
  tests/test_llm_image_attachments.py
      F 75:0 test_provider_preserves_image_attachment - D
  tests/test_skill_events.py
      F 32:0 test_queue_is_not_completion_and_terminal_requires_valid_transition - D
  tests/test_config.py
      F 2337:0 test_runtime_config_builtin_defaults_lifecycle - E
      F 1104:0 test_project_config_loaded_from_toml - D
      F 1141:0 test_project_config_loaded_from_json - D
  tests/test_tui_work_acceptance.py
  tests/test_browser_state_load_failure.py
      F 95:0 test_real_browser_preserves_draft_and_loads_valid_state - 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_build_distribution.py
      F 33:0 test_build_distribution_roundtrip - E
  tests/test_memory_store.py
      M 819:4 TestStore.test_concurrent_supersede_keeps_links_consistent - D
  tests/test_server.py
      F 315:0 test_api_conversation_list_detail_flag - D
  tests/test_tui_recovery.py
      F 40:0 test_retry_resets_only_uncommitted_preview - D
  tests/test_release_source.py
      F 133:0 test_stable_publish_does_not_rewind_master - D
  tests/test_skill_metrics.py
      F 100:0 test_ledger_and_metrics_agree_without_duplicate_terminal_counts - E
  tests/test_workspace_api.py
      M 501:4 TestAttachmentResourceEndpoint.test_model_relative_resources_and_legacy_routes - D
  tests/test_server_v2_tool_confirmation.py
      F 15:0 test_tool_confirmation_flow - 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_commands_llm.py
      F 219:0 test_commands_refresh_runtime_fragments_from_live_config - D
  tests/test_dataset_history.py
      F 67:0 history - D
  tests/test_eval_behavioral_solutions.py
      F 55:0 _apply_solution - E
  tests/test_hashline_confirmation_ownership.py
      F 23:0 test_confirmation_preserves_target_ownership - D
  tests/test_openai_responses_input.py
      F 20:0 test_missing_tool_results_are_paired_without_replacing_real_results - D
  tests/test_cli_from_turn.py
      F 432:0 test_chats_fork_retains_only_explicit_policy - D
  tests/test_tui_work_view.py
      F 921:0 test_work_overview_renders_one_physical_row_per_child - D
  tests/test_tools_vision_exif.py
      F 42:0 test_large_exif_display_pixels - D
  scripts/auto_rename_logs.py
      F 32:0 auto_rename_logs - D
  scripts/demo_capture.py
      F 485:0 main - D
  scripts/eval_phase0_pruning.py
      F 376:0 main - D
  scripts/measure_output_capture.py
      F 80:0 measure - D
  scripts/docs_structure.py
      F 263:0 check_nav - E
  scripts/treeofthoughts.py
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      F 554:0 main - D
  scripts/check_rst_formatting.py
      F 66:0 check_lines - E

Largest Files (>300 SLOC):
  6520 tests/test_subagent_unit.py
  4667 tests/test_server_v2.py
  3907 tests/test_llm_openai.py
  3863 gptme/tui/app.py
  3701 tests/test_auto_compact.py
  3384 tests/test_tui.py
  3290 gptme/server/api_v2.py
  3093 tests/test_config.py
  3079 tests/test_util_review.py
  3076 gptme/tools/shell.py
  3011 tests/test_tools_subagent.py
  2820 tests/test_doctor.py
  2730 tests/test_server_v2_sessions.py
  2252 tests/test_eval_behavioral.py
  2246 gptme/llm/llm_openai.py
  2184 tests/test_codeblock.py
  2179 tests/test_tools_shell.py
  1937 gptme/tools/computer.py
  1908 gptme/cli/doctor.py
  1848 tests/test_chat.py
  1734 gptme/tools/shell_background.py
  1708 tests/test_cli.py
  1693 tests/test_memory_store.py
  1688 tests/test_tools_complete.py
  1598 gptme/tools/subagent/api.py
  1597 tests/test_util_cli.py
  1597 tests/test_init.py
  1578 gptme/cli/cmd_computer.py
  1537 gptme/cli/util.py
  1522 tests/test_tools_watch.py
  1494 gptme/server/session_step.py
  1490 tests/test_acp_agent.py
  1417 tests/test_util_gh.py
  1394 tests/test_tools_convert.py
  1390 gptme/cli/main.py
  1379 tests/test_tools_gh.py
  1341 tests/test_tools_shell_validation.py
  1304 tests/test_tools_browser.py
  1300 tests/test_tools_computer.py
  1296 gptme/logmanager/manager.py
  1285 tests/test_util_cli_review_watch.py
  1265 tests/test_tools_todo_isolation.py
  1261 gptme/tools/subagent/execution.py
  1260 gptme/util/gh.py
  1249 gptme/hooks/workspace_agents.py
  1233 gptme/acp/agent.py
  1230 tests/test_tools_hashline_edit.py
  1222 tests/test_mcp_adapter.py
  1219 gptme/llm/llm_anthropic.py
  1196 tests/test_llm_anthropic.py
  1187 gptme/eval/leaderboard.py
  1153 tests/test_server.py
  1146 gptme/chat.py
  1136 gptme/tools/autocompact/resume.py
  1127 tests/test_eval_behavioral_solutions.py
  1108 tests/test_llm_utils.py
  1098 gptme/hooks/tests/test_agents_md_inject.py
  1096 gptme/tools/base.py
  1086 tests/test_tools_base.py
  1063 gptme/tools/watch.py
  1033 tests/test_tools_patch_many.py
  1028 gptme/tools/convert.py
  1018 tests/test_eval.py
   993 tests/test_shell_background.py
   990 gptme/util/review.py
   987 tests/test_lessons_auto_include.py
   985 gptme/server/api_v2_sessions.py
   982 tests/test_cmd_service.py
   972 tests/test_info.py
   970 tests/test_logmanager.py
   965 gptme/server/openapi_docs.py
   962 gptme/codeblock.py
   958 gptme/llm/__init__.py
   956 gptme/hooks/tests/test_workspace_agents.py
   948 gptme/tools/mcp_adapter.py
   947 gptme/eval/dspy/tasks.py
   946 gptme/eval/main.py
   942 gptme/tools/complete.py
   934 gptme/tools/python_kernel.py
   930 tests/test_dataset.py
   926 tests/test_tools_python_kernel.py
   913 gptme/util/context.py
   912 gptme/llm/models/data.py
   903 gptme/cli/cmd_review_pr.py
   902 tests/test_compaction_recall.py
   889 tests/test_eval_leaderboard.py
   877 gptme/tools/gh.py
   870 tests/test_subagent_persistence.py
   867 tests/test_guardrail_secret_reach.py
   863 gptme/config/user.py
   858 tests/test_noninteractive_drain.py
   856 tests/test_llm_openai_subscription.py
   843 tests/test_knowledge.py
   840 gptme/tools/chats.py
   831 tests/test_tasks_api.py
   826 tests/test_util_gh_mocked.py
   820 gptme/eval/suites/computer.py
   819 tests/test_eval_computer_suite.py
   818 tests/test_tools_precommit.py
   816 tests/test_prompt_templates.py
   810 tests/test_tui_work_view.py
   810 gptme/tools/_browser_playwright.py
   808 tests/test_cli_completion.py
   806 tests/test_context.py
   801 tests/test_sandbox.py
   788 tests/test_tools_lessons.py
   783 tests/test_subagent_yield.py
   781 tests/test_cost_display.py
   781 gptme/tools/browser.py
   770 tests/test_shell_foreground_promotion.py
   758 tests/test_tools.py
   755 gptme/cli/cmd_memory.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/setup.py
   732 gptme/cli/cmd_review_watch.py
   726 gptme/tools/subagent/batch.py
   722 gptme/tools/__init__.py
   720 gptme/tools/python.py
   717 tests/test_eventlog.py
   716 tests/test_hooks_registry.py
   715 gptme/eval/suites/basic.py
   713 tests/test_computer_transport.py
   711 gptme/hooks/_secret_reach.py
   709 gptme/server/session_models.py
   708 tests/test_tools_restart.py
   707 tests/test_agent.py
   703 tests/test_message.py
   691 gptme/llm/openai_responses.py
   683 gptme/cli/cmd_service.py
   680 tests/test_tui_e2e.py
   680 gptme/server/tasks_api.py
   679 tests/test_gptme_provider.py
   677 tests/test_llm_models_resolution.py
   677 gptme/tools/shell_validation.py
   675 tests/test_memory_match.py
   672 tests/test_relevance_pruning.py
   671 gptme/lessons/installer.py
   660 gptme/llm/llm_openai_subscription.py
   655 tests/conftest.py
   649 tests/test_commands.py
   643 tests/test_json_output.py
   643 gptme/tools/tmux.py
   642 tests/test_context_scout.py
   635 gptme/util/completion_verification.py
   633 tests/test_shell_job_spool.py
   631 tests/test_server_session_models.py
   631 gptme/util/prompt.py
   628 tests/test_prompts.py
   627 tests/test_tools_read.py
   627 tests/test_subagent_retention.py
   626 tests/test_subagent_budget.py
   623 tests/test_telemetry.py
   620 tests/test_config_validate.py
   613 tests/test_skill_install_replacement.py
   612 tests/test_lessons.py
   610 tests/test_chat_transient_recovery.py
   609 tests/test_explicit_attachments.py
   609 scripts/github_bot.py
   607 tests/test_computer_doctor_cmd.py
   604 tests/test_util_cli_mcp.py
   602 tests/test_lessons_index.py
   599 tests/test_util_hooks.py
   599 gptme/util/capabilities_export.py
   599 gptme/lessons/index.py
   598 tests/test_dirs.py
   596 tests/test_mcp_server.py
   596 gptme/hooks/tests/test_anomaly_watchdog.py
   595 tests/test_server_panels.py
   595 gptme/prompts/__init__.py
   593 gptme/eval/run.py
   591 tests/test_shell_redact_secrets.py
   587 tests/test_unified_plugins.py
   585 tests/test_server_subscription_connect.py
   583 gptme/tools/subagent/types.py
   582 tests/test_tui_completion.py
   578 tests/test_tools_request_tool_change.py
   576 tests/test_lessons_parser.py
   576 gptme/cli/cmd_chats.py
   573 tests/test_skill_installer.py
   573 tests/test_served_model_metadata.py
   569 gptme/tools/subagent/__init__.py
   567 scripts/github_ci_self_heal.py
   567 gptme/tools/computer_transport.py
   562 gptme/memory/store.py
   558 tests/test_llm_models.py
   555 gptme/server/a2a_api.py
   554 tests/test_eval_subagent.py
   551 tests/test_memory_index_policy.py
   550 tests/test_server_peer_wake.py
   546 tests/test_computer_actions.py
   541 gptme/server/artifacts_api.py
   540 gptme/message.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
   533 tests/test_reduce.py
   530 gptme/tools/subagent/hooks.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
   511 gptme/tools/lessons.py
   510 tests/test_mcp.py
   509 gptme/prompts/workspace.py
   508 tests/test_workspace_api.py
   506 tests/test_capabilities_export.py
   503 tests/test_checkpoint.py
   503 gptme/hooks/registry.py
   501 tests/test_subagent_worktree_isolation.py
   501 tests/test_provider_plugins.py
   498 tests/test_overflow_recovery.py
   497 gptme/server/workspace_api.py
   496 gptme/dataset/trajectory_to_env.py
   495 gptme/tools/read.py
   495 gptme/tools/autocompact/hook.py
   492 tests/test_conversations.py
   492 tests/test_config_workspace_publication.py
   484 tests/test_hooks_cache_awareness.py
   482 tests/test_computer_demo_cmd.py
   479 tests/test_plugin_security.py
   477 tests/test_snapshot_command.py
   472 tests/test_work_snapshots.py
   472 gptme/hooks/tests/test_cost_awareness.py
   472 gptme/cli/cmd_hooks.py
   471 tests/test_chats_stats.py
   469 tests/test_llm_openai_sampling.py
   467 gptme/agent/workspace.py
   462 tests/test_tools_save.py
   461 tests/test_server_skill_events.py
   458 tests/test_llm_auth.py
   456 tests/test_tools_time_awareness.py
   456 gptme/telemetry.py
   455 gptme/hooks/tests/test_time_awareness.py
   454 gptme/llm/llm_openai_models.py
   452 gptme/tools/patch_many.py
   451 scripts/demo_capture.py
   451 scripts/check_rst_formatting.py
   450 tests/test_tools_browser_thread.py
   450 tests/test_lesson_hook_latency.py
   447 tests/test_cli_from_turn.py
   447 gptme/util/_telemetry.py
   447 gptme/plugins/security.py
   445 scripts/analyze_compression.py
   444 tests/test_hooks_dirty_diff.py
   444 gptme/mcp/client.py
   443 tests/test_tools_mcp.py
   442 gptme/tools/shell_flags.py
   440 tests/test_python_kernel_raster.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
   433 gptme/config/chat.py
   427 gptme/workspace_snapshot.py
   426 tests/test_lessons_matcher.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
   419 gptme/agent/service.py
   418 tests/context/test_task_analyzer.py
   418 gptme/tools/save.py
   417 gptme/cli/auth.py
   415 tests/test_server_artifacts.py
   414 tests/test_llm_grok_subscription.py
   410 gptme/tools/autocompact/engine.py
   407 tests/test_tools_precommit_paths.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
   399 gptme/eval/suites/subagent.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
   389 gptme/config/models.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_server_v2_auto_stepping.py
   383 tests/test_computer_use_integration.py
   379 gptme/llm/llm_grok_subscription.py
   373 gptme/hooks/anomaly_watchdog.py
   372 tests/test_util_export.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
   369 tests/test_subagent_writer_lock.py
   369 tests/test_skill_commands.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
   356 tests/test_context_providers.py
   355 tests/test_tui_work_acceptance.py
   355 gptme/tools/mcp.py
   355 gptme/eval/dspy/experiments.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_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_program_status.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
   328 tests/test_minimax_models.py
   326 tests/test_util_output_storage.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
   318 gptme/util/reduce.py
   318 gptme/hooks/time_awareness.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
   314 gptme/hooks/agents_md_inject.py
   313 gptme/tools/_browser_thread.py
   312 tests/test_skill_metrics.py
   312 tests/test_plugins.py
   312 gptme/commands/llm.py
   308 tests/test_browser.py
   307 gptme/server/cli.py
   307 gptme/attestation.py
   306 gptme/server/preview_proxy_api.py
   305 tests/test_hooks_knowledge_inject.py
   304 tests/test_tool_memory_native.py
   303 gptme/llm/validate.py
   301 tests/test_llm_request_limits.py

make[3]: Entering directory '/home/runner/work/gptme/gptme'
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Clone found (python)
 - server/session_step.py [921:5 - 928:69] (8 lines, 52 tokens)
   server/session_step.py [2074:5 - 2081:69]
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]
Clone found (python)
 - 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]
Clone found (python)
 - tools/autocompact/resume.py [1042:9 - 1048:64] (7 lines, 57 tokens)
   tools/autocompact/resume.py [1252:13 - 1258:68]
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 [508:5 - 523:31]
Clone found (python)
 - tools/complete.py [761:5 - 769:15] (9 lines, 50 tokens)
   tools/complete.py [846:5 - 854:15]
Clone found (python)
 - tools/computer.py [1485:13 - 1502:14] (18 lines, 71 tokens)
   tools/computer.py [1874:13 - 1891:14]
Clone found (python)
 - tools/computer.py [1631:13 - 1650:37] (20 lines, 93 tokens)
   tools/computer_transport.py [262:13 - 281:37]
Clone found (python)
 - tools/computer.py [1663:53 - 1674:30] (12 lines, 52 tokens)
   tools/computer.py [1690:49 - 1701:30]
Clone found (python)
 - tools/computer.py [1750:9 - 1759:19] (10 lines, 50 tokens)
   tools/computer.py [1844:9 - 1853:19]
Clone found (python)
 - tools/convert.py [525:19 - 540:35] (16 lines, 70 tokens)
   tools/convert.py [995:18 - 1010:35]
Clone found (python)
 - tools/convert.py [526:9 - 539:73] (14 lines, 64 tokens)
   tools/convert.py [823:34 - 836:73]
Clone found (python)
 - tools/convert.py [528:5 - 540:35] (13 lines, 68 tokens)
   tools/convert.py [681:5 - 693:35]
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)
   tools/python_kernel.py [1069:24 - 1076:53]
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 [498:5 - 512:4] (15 lines, 72 tokens)
   tools/shell_background.py [119:5 - 133:4]
Clone found (python)
 - tools/shell.py [619:71 - 640:4] (22 lines, 95 tokens)
   tools/subagent/execution.py [1346:75 - 1367:4]
Clone found (python)
 - tools/shell.py [1471:29 - 1485:11] (15 lines, 76 tokens)
   tools/shell.py [1903:26 - 1917:11]
Clone found (python)
 - tools/shell.py [1609:21 - 1618:40] (10 lines, 50 tokens)
   tools/shell.py [1694:29 - 1703:48]
Clone found (python)
 - tools/shell.py [1609:21 - 1628:26] (20 lines, 94 tokens)
   tools/shell.py [1724:25 - 1743:30]
Clone found (python)
 - tools/shell.py [1609:21 - 1628:26] (20 lines, 94 tokens)
   tools/shell.py [1780:25 - 1799:30]
Clone found (python)
 - tools/shell.py [1610:25 - 1630:39] (21 lines, 103 tokens)
   tools/shell.py [1753:25 - 1773:39]
Clone found (python)
 - tools/shell.py [1617:69 - 1631:27] (15 lines, 64 tokens)
   tools/shell.py [1760:69 - 1774:31]
Clone found (python)
 - tools/shell.py [1723:64 - 1743:30] (21 lines, 95 tokens)
   tools/shell.py [1827:39 - 1847:26]
Clone found (python)
 - tools/shell.py [1732:73 - 1745:25] (14 lines, 53 tokens)
   tools/shell.py [1788:73 - 1801:25]
Clone found (python)
 - tools/shell.py [2842:5 - 2852:31] (11 lines, 55 tokens)
   tools/shell.py [2893:5 - 2903:31]
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/api.py [1337:9 - 1346:32] (10 lines, 59 tokens)
   tools/subagent/api.py [1363:9 - 1372:32]
Clone found (python)
 - tools/subagent/batch.py [505:33 - 518:5] (14 lines, 90 tokens)
   tools/subagent/batch.py [1112:25 - 1125:5]
Clone found (python)
 - tools/subagent/batch.py [542:53 - 552:43] (11 lines, 118 tokens)
   tools/subagent/batch.py [676:54 - 686:43]
Clone found (python)
 - tools/subagent/batch.py [547:27 - 552:81] (6 lines, 72 tokens)
   tools/subagent/batch.py [1155:81 - 1160:81]
Clone found (python)
 - tools/subagent/batch.py [820:13 - 835:14] (16 lines, 59 tokens)
   tools/subagent/batch.py [945:13 - 960:14]
Clone found (python)
 - tools/subagent/hooks.py [495:30 - 503:7] (9 lines, 52 tokens)
   tools/subagent/hooks.py [561:35 - 569:7]
Clone found (python)
 - tools/watch.py [539:32 - 544:53] (6 lines, 56 tokens)
   tools/watch.py [657:73 - 662:53]
Clone found (python)
 - tui/app.py [698:69 - 704:21] (7 lines, 54 tokens)
   tui/app.py [748:73 - 754:21]
Clone found (python)
 - tui/app.py [718:41 - 725:15] (8 lines, 83 tokens)
   tui/app.py [732:38 - 739:15]
Clone found (python)
 - tui/app.py [2216:24 - 2223:5] (8 lines, 50 tokens)
   tui/app.py [2237:25 - 2244:5]
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 [1394:13 - 1403:23]
Clone found (python)
 - util/gh.py [1378:17 - 1392:7] (15 lines, 55 tokens)
   util/gh.py [1482:14 - 1496:7]
Clone found (python)
 - util/output_storage.py [286:5 - 291:49] (6 lines, 69 tokens)
   util/output_storage.py [353:9 - 358:53]
Clone found (python)
 - util/redact.py [32:9 - 45:9] (14 lines, 73 tokens)
   util/redact.py [101:9 - 109:9]
Clone found (python)
 - util/redact.py [33:9 - 43:16] (11 lines, 60 tokens)
   util/redact.py [60:9 - 70:16]
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     │ 533            │ 237962      │ 1169060      │ 220          │ 2843 (1.19%)     │ 15389 (1.32%)     │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ rest       │ 54             │ 14538       │ 126503       │ 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         │ 1648         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total:     │ 617            │ 256947      │ 1325275      │ 220          │ 2843 (1.11%)     │ 15389 (1.16%)     │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 220 clones.
time: 396.622ms
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