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 poetry run python -X importtime -m gptme --model openai --non-interactive 2>&1 | grep "import time" | cut -d'|' -f 2- | sort -n | tail -n 10
      26868 |           gptme.tools
      27453 |         gptme.config.cli_setup
      28825 |     playwright.sync_api._generated
      30756 |   playwright.sync_api
      32762 | gptme.tools._browser_playwright
      42831 |       gptme.config
      46926 |     gptme.llm
      55722 |   gptme.commands
      65525 | gptme.cli.main
     100963 | gptme.chat

real	0m0.747s
user	0m0.607s
sys	0m0.108s
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):      86.6 ms ±   2.1 ms    [User: 71.7 ms, System: 14.9 ms]
  Range (min … max):    84.1 ms …  89.7 ms    10 runs
 
Benchmark 2: gptme --help
  Time (mean ± σ):     323.8 ms ±  14.2 ms    [User: 283.7 ms, System: 40.0 ms]
  Range (min … max):   302.2 ms … 340.5 ms    10 runs
 
Benchmark 3: full start/exit cycle
  Time (mean ± σ):     628.0 ms ±   9.2 ms    [User: 462.1 ms, System: 446.5 ms]
  Range (min … max):   615.0 ms … 641.0 ms    10 runs
 
Summary
  import gptme.cli.main ran
    3.74 ± 0.19 times faster than gptme --help
    7.25 ± 0.20 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                                       355            567           1975
gptme/util/gh.py                                              243            301           1213
gptme/tools/base.py                                           209            331           1020
gptme/llm/llm_anthropic.py                                    230            334            996
gptme/llm/__init__.py                                         169            300            886
gptme/chat.py                                                 114            214            743
gptme/util/context.py                                         159            244            720
gptme/tools/__init__.py                                       162            187            681
gptme/llm/llm_openai_subscription.py                          134            146            587
gptme/util/capabilities_export.py                              60             71            560
gptme/lessons/installer.py                                    146            165            496
gptme/message.py                                              128            226            495
gptme/codeblock.py                                             62            301            476
gptme/lessons/index.py                                        126            167            452
gptme/util/_telemetry.py                                      111            157            440
gptme/telemetry.py                                             98             61            425
gptme/llm/openai_responses.py                                  89             42            420
gptme/lessons/auto_include.py                                 108            210            418
gptme/util/cost_display.py                                     81             80            406
gptme/util/prompt.py                                           98            142            406
gptme/llm/llm_openai_models.py                                  6             61            401
gptme/workspace_snapshot.py                                    53             64            386
gptme/init.py                                                  72            122            382
gptme/llm/llm_grok_subscription.py                             95             81            381
gptme/info.py                                                  98             80            365
gptme/lessons/hybrid_matcher.py                               122            162            364
gptme/llm/local_discovery.py                                   64             35            351
gptme/sandbox.py                                               95            208            350
gptme/util/safety.py                                           57             63            330
gptme/checkpoint.py                                            79             49            321
gptme/attestation.py                                           71              2            307
gptme/llm/validate.py                                          45             64            303
gptme/plugins/__init__.py                                     101            133            295
gptme/util/reduce.py                                           73             90            294
gptme/knowledge.py                                             76            101            288
gptme/util/tool_display.py                                     36             23            273
gptme/profiles.py                                              66             68            268
gptme/anti_slop.py                                             40             87            252
gptme/util/auto_naming.py                                      68             78            236
gptme/util/review.py                                           70            129            231
gptme/lessons/parser.py                                        74            119            226
gptme/hooks/__init__.py                                        22             51            225
gptme/model_attestation.py                                     63             78            223
gptme/lessons/commands.py                                      91             48            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/llm/llm_gptme.py                                         70            125            174
gptme/circuit_breaker.py                                       49             72            171
gptme/util/git_worktree.py                                     40             67            169
gptme/util/tool_format.py                                      48             76            169
gptme/util/cost_tracker.py                                     56             98            164
gptme/llm/_degeneration.py                                     41             74            162
gptme/llm/utils.py                                             56             92            159
gptme/util/tokens.py                                           46             69            159
gptme/dirs.py                                                  72             99            157
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/util/__init__.py                                         34             29            157
gptme/util/clipboard.py                                        22             12            147
gptme/lessons/skill_commands.py                                47             58            144
gptme/util/replay.py                                           42             49            129
gptme/k_best.py                                                34             40            125
gptme/prompt_queue.py                                          41             22            124
gptme/util/ask_execute.py                                      26             44            116
gptme/llm/llm_openrouter_subscription.py                       35             43            113
gptme/util/export.py                                           26             29            110
gptme/lessons/matcher.py                                       35             47            103
gptme/__version__.py                                           21             17             99
gptme/util/context_budget.py                                   21             53             92
gptme/util/tree.py                                             21             15             87
gptme/util/context_savings.py                                  20              6             77
gptme/util/output_storage.py                                   31             40             76
gptme/constants.py                                             40             44             72
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/generate_name.py                                     5              6             69
gptme/util/context_measurement.py                              13             20             68
gptme/util/master_context.py                                   28             38             66
gptme/util/_sound_cmd.py                                       22             17             62
gptme/llm/retry_policy.py                                      19             24             60
gptme/util/uri.py                                              29             42             59
gptme/util/cost.py                                             20             21             55
gptme/util/history.py                                          17              7             55
gptme/credentials.py                                           16              7             53
gptme/util/context_dedup.py                                    41             93             53
gptme/util/terminal.py                                         28             23             53
gptme/llm/provider_plugins.py                                  40             37             52
gptme/status_provider.py                                       24             60             47
gptme/llm/llm_mock.py                                          16             22             41
gptme/util/file_storage.py                                     30             47             40
gptme/util/keyword_matching.py                                 35             66             39
gptme/__init__.py                                               8              3             36
gptme/util/content.py                                          18             24             30
gptme/util/install.py                                          13             25             30
gptme/util/git_cmd.py                                          12             30             29
gptme/util/useredit.py                                         11             13             26
gptme/executor.py                                              18             26             25
gptme/util/clock.py                                            13             16             25
gptme/util/interrupt.py                                        13             15             23
gptme/util/conversation_ids.py                                  7              4             22
gptme/lessons/__init__.py                                       7             15             21
gptme/util/multiprompt.py                                       6              8             14
gptme/__main__.py                                               2              0             12
gptme/util/stdio.py                                             8              9             12
gptme/util/rich_text.py                                         6             10              7
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         6248           8599          26523
-----------------------------------------------------------------------------------------------
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                                       355            567           1975
gptme/llm/llm_anthropic.py                                    230            334            996
gptme/llm/__init__.py                                         169            300            886
gptme/llm/llm_openai_subscription.py                          134            146            587
gptme/llm/openai_responses.py                                  89             42            420
gptme/llm/llm_openai_models.py                                  6             61            401
gptme/llm/llm_grok_subscription.py                             95             81            381
gptme/llm/local_discovery.py                                   64             35            351
gptme/llm/validate.py                                          45             64            303
gptme/llm/llm_gptme.py                                         70            125            174
gptme/llm/_degeneration.py                                     41             74            162
gptme/llm/utils.py                                             56             92            159
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/llm/llm_openrouter_subscription.py                       35             43            113
gptme/llm/llm_anthropic_models_deprecated.py                    5             11             70
gptme/llm/retry_abort.py                                       24             66             70
gptme/llm/retry_policy.py                                      19             24             60
gptme/llm/provider_plugins.py                                  40             37             52
gptme/llm/llm_mock.py                                          16             22             41
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         1500           2144           7363
-----------------------------------------------------------------------------------------------
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                                     391            700           2840
gptme/tools/computer.py                                  437            864           1659
gptme/hooks/workspace_agents.py                          238            153           1255
gptme/tools/base.py                                      209            331           1020
gptme/tools/watch.py                                     138            182            895
gptme/tools/convert.py                                   137             85            793
gptme/tools/shell_background.py                          129            127            744
gptme/tools/mcp_adapter.py                               235            231            712
gptme/tools/chats.py                                     135            175            706
gptme/tools/browser.py                                   280            454            696
gptme/tools/_browser_playwright.py                       238            298            692
gptme/tools/__init__.py                                  162            187            681
gptme/tools/complete.py                                  103            170            572
gptme/tools/computer_transport.py                        151            125            567
gptme/tools/gh.py                                        120            122            538
gptme/hooks/registry.py                                  102             87            503
gptme/tools/hashline_edit.py                             126            383            502
gptme/tools/shell_validation.py                          137            338            483
gptme/tools/python.py                                    107            155            444
gptme/tools/tmux.py                                       98            170            398
gptme/tools/restart.py                                    95            138            360
gptme/hooks/cost_awareness.py                             84             81            337
gptme/tools/mcp.py                                       103            103            337
gptme/tools/shell_flags.py                                60            257            315
gptme/tools/read.py                                       57             79            311
gptme/tools/_browser_thread.py                            59             72            301
gptme/plugins/__init__.py                                101            133            295
gptme/tools/lessons.py                                   107            118            282
gptme/tools/patch.py                                      63            102            282
gptme/hooks/agents_md_inject.py                           64            121            281
gptme/tools/save.py                                       63             63            276
gptme/plugins/security.py                                 47             76            269
gptme/tools/patch_many.py                                 57             62            250
gptme/tools/rag.py                                        89            131            246
gptme/tools/todo.py                                       96            106            233
gptme/tools/precommit.py                                  76             96            230
gptme/hooks/__init__.py                                   22             51            225
gptme/hooks/aw_watcher_agent.py                           49             21            217
gptme/hooks/elicitation.py                                90            132            213
gptme/hooks/auto_snapshots.py                             51             66            201
gptme/hooks/guardrails.py                                 66             84            199
gptme/hooks/script.py                                     21              8            189
gptme/tools/morph.py                                      43             54            188
gptme/tools/pruner.py                                     44              0            188
gptme/hooks/time_awareness.py                             50             74            180
gptme/tools/request_tool_change.py                        35             33            173
gptme/hooks/cache_awareness.py                           118            186            168
gptme/hooks/types.py                                      96            136            163
gptme/hooks/cli_confirm.py                                52             59            156
gptme/hooks/token_awareness.py                            47             46            146
gptme/tools/form.py                                       42             64            145
gptme/hooks/tool_target_instructions.py                   37             47            136
gptme/tools/elicit.py                                     40            121            135
gptme/hooks/injection_screening.py                        31             34            130
gptme/hooks/confirm.py                                    57             95            124
gptme/hooks/form_autodetect.py                            48             65            123
gptme/hooks/server_confirm.py                             51             59            122
gptme/plugins/registry.py                                 40             41            119
gptme/hooks/server_elicit.py                              52             56            113
gptme/tools/computer_semantic.py                          61            129            110
gptme/tools/choice.py                                     34             41            104
gptme/tools/vent.py                                       40             65            102
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/vision.py                                     35             36             99
gptme/plugins/entrypoints.py                              28             49             91
gptme/tools/_url_safety.py                                32             50             91
gptme/hooks/knowledge_inject.py                           21             37             90
gptme/tools/memory.py                                     34             40             88
gptme/tools/_browser_lynx.py                              11              8             84
gptme/tools/autocommit.py                                 38             58             81
gptme/tools/progress.py                                   24             53             73
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/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/tools/_browser_format.py                             3              5              3
------------------------------------------------------------------------------------------
SUM:                                                    6734           9527          26832
------------------------------------------------------------------------------------------
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                                    526            478           3159
gptme/server/session_step.py                              185            400           1157
gptme/server/api_v2_sessions.py                           131            192            975
gptme/server/openapi_docs.py                              300            207            920
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                             100            110            486
gptme/server/session_models.py                             84            153            471
gptme/server/external_sessions.py                          59             92            372
gptme/server/cli.py                                        56            100            297
gptme/server/preview_proxy_api.py                          84            146            296
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            214
gptme/server/panels_api.py                                 51             51            204
gptme/server/acp_session_runtime.py                        34             30            169
gptme/server/app.py                                        39            138            153
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/__init__.py                                    5              8              9
gptme/server/constants.py                                   7             11              9
gptme/server/__main__.py                                    1              0              3
-------------------------------------------------------------------------------------------
SUM:                                                     2557           2860          12232
-------------------------------------------------------------------------------------------
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                                       1432            675           5642
tests/test_server_v2.py                                            981            359           4336
tests/test_llm_openai.py                                           899            548           3548
tests/test_tools_subagent.py                                       859            443           2849
tests/test_auto_compact.py                                         807            491           2523
tests/test_doctor.py                                               540            210           2441
tests/test_config.py                                               545            592           2194
tests/test_util_review.py                                          492            342           2090
tests/test_server_v2_sessions.py                                   311            246           2045
tests/test_tools_shell.py                                          562            536           1923
tests/test_tui.py                                                  441            187           1904
tests/test_cli.py                                                  438            174           1607
tests/test_init.py                                                 258            147           1597
tests/test_acp_agent.py                                            410            197           1488
tests/test_eval_behavioral.py                                      867            967           1357
tests/test_chat.py                                                 404            223           1339
tests/test_util_cli_review_watch.py                                317            189           1283
tests/test_tools_computer.py                                       438            269           1258
tests/test_util_cli.py                                             320            214           1228
tests/test_util_gh.py                                              260            172           1172
tests/test_tools_shell_validation.py                               365            248           1169
tests/test_server.py                                               301            206           1147
tests/test_llm_utils.py                                            313            142           1091
tests/test_memory_store.py                                         168             67           1087
tests/test_tools_base.py                                           340            114           1054
tests/test_tools_browser.py                                        316             76           1029
tests/test_tools_complete.py                                       218            253           1017
tests/test_cmd_service.py                                          219            194            981
tests/test_eval.py                                                 184            107            976
tests/test_info.py                                                 183             78            972
tests/test_codeblock.py                                            432            934            965
tests/test_logmanager.py                                           260            180            941
tests/test_lessons_auto_include.py                                 252            219            938
tests/test_eval_leaderboard.py                                     126            104            883
tests/test_tools_convert.py                                        265            117            864
tests/test_computer_audit.py                                       231            157            846
tests/test_knowledge.py                                            323             71            842
tests/test_shell_background.py                                     199             91            837
tests/test_tasks_api.py                                            185             69            831
tests/test_eval_computer_suite.py                                  328            149            819
tests/test_util_gh_mocked.py                                       155            121            814
tests/test_prompt_templates.py                                     260            193            812
tests/test_sandbox.py                                              195            105            801
tests/test_cost_display.py                                         110             68            776
tests/test_acp_session_runtime.py                                  232             78            750
tests/test_llm_anthropic.py                                        176             53            745
tests/test_server_workspace.py                                     149            154            743
tests/test_tools_hashline_edit.py                                  213            445            725
tests/test_tools.py                                                240            120            722
tests/test_llm_openai_subscription.py                              166             68            721
tests/test_hooks_registry.py                                       253             97            716
tests/test_computer_transport.py                                   267             91            713
tests/test_tools_gh.py                                             152             90            713
tests/test_agent.py                                                205            115            707
tests/test_llm_models_resolution.py                                223            181            677
tests/test_relevance_pruning.py                                    266            134            672
tests/test_cli_status.py                                           246            138            642
tests/test_json_output.py                                          114             84            640
tests/test_tools_restart.py                                        143             66            639
tests/test_tools_watch.py                                          154             50            638
tests/test_subagent_budget.py                                      166            144            626
tests/test_prompts.py                                              179            109            609
tests/test_computer_doctor_cmd.py                                   88             58            607
tests/test_message.py                                              205            130            599
tests/test_mcp_server.py                                           138             49            587
tests/test_server_panels.py                                         65             40            585
tests/test_tools_lessons.py                                        135             49            580
tests/conftest.py                                                  164            283            579
tests/test_tools_precommit.py                                      109             86            578
tests/test_tools_request_tool_change.py                            117             43            578
tests/test_lessons_index.py                                        185            171            568
tests/test_util_cli_mcp.py                                         130             68            552
tests/test_memory_index_policy.py                                   98             39            551
tests/test_context_scout.py                                         90             66            548
tests/test_eval_subagent.py                                        119             56            547
tests/test_computer_actions.py                                     165            125            546
tests/test_subagent_persistence.py                                  68              1            543
tests/test_execenv.py                                               99             68            539
tests/test_server_path_traversal.py                                139            105            539
tests/test_model_attestation.py                                    115             30            537
tests/test_gptme_provider.py                                       176             84            532
tests/test_context.py                                              220            104            531
tests/test_dirs.py                                                 127             89            531
tests/test_cc_memory.py                                            113            108            530
tests/test_server_subscription_connect.py                          151             29            528
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
tests/test_commands.py                                             161             73            514
tests/test_capabilities_export.py                                   65             27            506
tests/test_server_session_models.py                                170            142            505
tests/test_served_model_metadata.py                                107             20            502
tests/test_tui_e2e.py                                               87            108            486
tests/test_hooks_cache_awareness.py                                151             44            484
tests/test_computer_demo_cmd.py                                    144             75            482
tests/test_llm_models.py                                           151            109            479
tests/test_eventlog.py                                             117             48            476
tests/test_snapshot_command.py                                     117             57            476
tests/test_dataset.py                                              148             45            473
tests/test_skill_installer.py                                      138            154            459
tests/test_llm_auth.py                                             153             55            458
tests/test_llm_openai_sampling.py                                   99             12            456
tests/test_server_skill_events.py                                   55              4            446
tests/test_shell_foreground_promotion.py                           102             22            442
tests/test_util_cli_providers.py                                    93             42            438
tests/test_mcp_adapter.py                                          143             70            435
tests/test_tools_browser_thread.py                                 113             51            425
tests/test_lessons_commands.py                                     157             82            422
tests/test_external_sessions.py                                    116             67            421
tests/context/test_task_analyzer.py                                 90             44            418
tests/test_lessons_parser.py                                       188            239            417
tests/test_tools_patch_many.py                                     110            107            417
tests/test_unified_plugins.py                                      110             44            417
tests/test_server_artifacts.py                                      66             32            415
tests/test_subagent_worktree_isolation.py                          129             70            414
tests/test_provider_plugins.py                                     100             39            409
tests/test_llm_validate.py                                          78             64            404
tests/test_tools_mcp.py                                            102             20            398
tests/test_hybrid_lessons.py                                       100             58            395
tests/test_profiles.py                                              88             37            395
tests/test_computer_latency_cmd.py                                  93             42            393
tests/test_reduce.py                                               120            156            387
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_conversations.py                                         51             33            371
tests/test_github_ci_self_heal.py                                   71              6            371
tests/test_server_v2_agents.py                                      67             28            370
tests/test_tools_read.py                                           121             52            370
tests/test_workspace_api.py                                        103             19            369
tests/test_computer_record.py                                      119             30            364
tests/test_eval_behavioral_solutions.py                            281            848            364
tests/test_cost_tracker.py                                          44             26            361
tests/test_replay.py                                               120            110            361
tests/test_context_providers.py                                    183            121            356
tests/test_mcp_discovery.py                                        107             41            356
tests/test_lessons_matcher.py                                       99             86            352
tests/test_server_v2_auto_stepping.py                               67             51            350
tests/test_computer_use_integration.py                             140            143            349
tests/test_util_hooks.py                                            85             93            347
tests/test_complete.py                                              81             72            345
tests/test_skill_commands.py                                       113             49            342
tests/test_computer_semantic_fixtures.py                            92            107            340
tests/test_preview_proxy.py                                         91             45            339
tests/test_telemetry.py                                             89            127            337
tests/test_script_hooks.py                                          55              7            336
tests/test_eval_trends.py                                           35             22            335
tests/test_llm_grok_subscription.py                                 98             21            334
tests/test_workspace_agents.py                                     145             57            329
tests/test_tools_morph.py                                           93             69            323
tests/test_circuit_breaker.py                                       98             69            322
tests/test_util_tool_format.py                                      78             32            322
tests/test_ephemeral.py                                             87             56            321
tests/test_mcp.py                                                   94             62            321
tests/test_util_safety.py                                           96             22            321
tests/test_workspace_snapshot.py                                   105             46            319
tests/test_agent_doctor.py                                          72             34            318
tests/test_util_cli_batch.py                                        64             12            316
tests/test_util_cli_skills.py                                      118             89            315
tests/test_skill_metrics.py                                         38              2            312
tests/test_tools_rag.py                                             95             36            310
tests/test_browser.py                                              140             71            308
tests/test_chats_external_search.py                                 72             55            307
tests/test_tools_python.py                                         127             71            306
tests/test_hooks_knowledge_inject.py                                74              6            305
tests/test_config_encoding.py                                      154            195            300
tests/context/test_adaptive_compressor.py                           58             44            298
tests/test_llm_openai_reasoning_effort.py                           83             19            295
tests/test_eval_swebench.py                                         78             41            294
tests/test_plugins.py                                              110             85            292
tests/test_chats_stats.py                                           72             30            291
tests/lessons/test_wildcard_matching.py                            114            125            287
tests/test_hooks_server_confirm.py                                  78             33            285
tests/test_server_a2a.py                                            64             20            283
tests/test_shell_completion_loop.py                                 26             11            280
tests/test_auto_naming.py                                           80             48            277
tests/test_computer_video_frames_cli.py                             67             12            274
tests/test_tool_conditionals.py                                     89              1            274
tests/test_util_tokens.py                                          129             71            273
tests/test_transcript_durability.py                                 51             22            272
tests/test_computer_docker_config.py                                59             92            271
tests/test_hooks.py                                                130             49            271
tests/lessons/test_bm25_parity.py                                   67             70            266
tests/test_url_safety.py                                           113             38            266
tests/test_shell_completion_wait.py                                 47              5            263
tests/test_server_startup.py                                        39             65            261
tests/test_tools_autocommit.py                                      99             47            259
tests/test_terminal_startup_latency.py                              77             32            257
tests/test_tool_use.py                                              60             66            255
tests/test_context_selector.py                                      83             45            254
tests/test_eval_claude_code.py                                      66             27            253
tests/test_lessons_integration.py                                   97             66            252
tests/test_prompt_tools.py                                          57             30            249
tests/test_tools_screenshot.py                                      59             52            249
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_llm_retry_policy.py                                      90             19            242
tests/test_local_discovery.py                                       63             18            242
tests/test_compaction_measurement.py                                43             12            241
tests/test_computer_x11_integration.py                              87             87            240
tests/test_cli_from_turn.py                                         65             18            239
tests/test_memory_migrate_knowledge.py                              57             26            237
tests/test_model_selection_trace_export.py                          70             19            237
tests/test_server_default_profile.py                                78             44            236
tests/test_memory_match.py                                          34              9            235
tests/test_cli_stats.py                                             62             27            234
tests/test_onboard.py                                               56             49            232
tests/test_shell_allowlist_autoconfirm.py                           58             62            231
tests/test_subagent_roundtrip.py                                    74             52            230
tests/test_computer_settle.py                                       90             78            228
tests/test_hooks_cwd_changed.py                                     55             24            227
tests/test_chats_json.py                                            32             17            225
tests/test_cli_fatal_error_envelope.py                              46             40            225
tests/test_shell_restart.py                                         62             45            225
tests/test_git_worktree.py                                          57             37            224
tests/test_server_fresh_bad_input.py                                46             44            224
tests/test_server_tools_query.py                                    59             39            220
tests/test_util_keyword_matching.py                                 75             46            218
tests/test_lessons_tool.py                                          62             34            216
tests/test_llm_retry_abort.py                                       85             62            216
tests/test_cli_resume.py                                            64             15            212
tests/test_config_trust.py                                          94             43            212
tests/test_checkpoint.py                                            88             20            211
tests/test_tools_patch.py                                          115            226            210
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_util_cli_models.py                                       35             28            209
tests/test_anti_slop.py                                             81             43            208
tests/test_autocompact_scoring.py                                   86             39            208
tests/test_server_v2_hooks.py                                       80             60            207
tests/test_oauth_openrouter.py                                      62              9            205
tests/test_shell_stream_oneshot.py                                  71             44            204
tests/test_util_file_storage.py                                     51             36            203
tests/test_subagent_parent_isolation.py                             56             30            202
tests/test_tui_skill_events.py                                      22              4            202
tests/test_acp_client.py                                            72             36            201
tests/test_tools_todo.py                                            91             70            201
tests/test_tutorial.py                                              85              7            200
tests/test_vent.py                                                  39             10            198
tests/test_tools_save.py                                            57             36            193
tests/test_chats_clean.py                                           46             18            191
tests/test_computer_task.py                                        116             31            189
tests/test_computer_screenshot_cli.py                               53             12            183
tests/test_fold_mid_system.py                                       74             43            183
tests/test_k_best.py                                                76             23            182
tests/test_memory_tool.py                                           38             11            181
tests/test_dspy_hybrid.py                                           65             45            179
tests/test_foreground_output_dedup.py                               37             15            179
tests/test_tools_tmux.py                                            77             65            179
tests/test_dspy_basic.py                                            66             44            177
tests/test_execute_msg_hook_call_id.py                              65             49            176
tests/test_browser_lynx.py                                          63             15            175
tests/test_commands_llm.py                                          22              0            173
tests/test_workspace_memory_policy.py                               36              3            173
tests/test_chats_export.py                                          48             17            172
tests/test_util_cli_generate.py                                     35              7            172
tests/test_acp_types.py                                             35             12            171
tests/test_toolspec_read_only.py                                    40             11            170
tests/test_util_terminal.py                                         52             34            168
tests/test_memory_cli_metadata.py                                   16              8            167
tests/test_tools_elicit.py                                          50             25            167
tests/test_tools_time_awareness.py                                  52             34            167
tests/test_tui_visual.py                                            50             47            163
tests/test_util_cost.py                                             29             26            163
tests/test_acp_protocol_logging.py                                  56             15            160
tests/test_tree.py                                                  64             40            160
tests/test_acp_stdout.py                                            76             37            158
tests/test_server_v2_tool_confirmation.py                           33             33            158
tests/test_uri.py                                                   55             30            158
tests/test_backtrack.py                                             39             11            157
tests/test_custom_providers.py                                      56            103            157
tests/test_commands_account.py                                      37              6            156
tests/test_eval_pass_rate_gate.py                                   48              9            154
tests/test_git_cmd_resolver.py                                      45             34            154
tests/test_server_config_workspace_containment.py                   42             46            153
tests/test_timings.py                                               66             50            153
tests/test_subagent_integration.py                                  48             21            152
tests/test_util_tree.py                                             44             33            151
tests/test_shell_max_output_bytes.py                                63             80            150
tests/test_tools_vision.py                                          38             34            150
tests/fixtures/provider_test_scaffold.py                            76             68            148
tests/test_browser_state.py                                         75             31            148
tests/test_util_install.py                                          34             31            148
tests/test_master_context.py                                        39             24            147
tests/test_misc_subprocess_timeouts.py                              48             30            146
tests/test_file_selector_integration.py                             50             23            145
tests/test_subagent_concurrency.py                                  37             16            144
tests/test_server_elicitation.py                                    47             17            141
tests/test_dspy_integration.py                                      54             32            139
tests/test_tools_token_awareness.py                                 59             47            139
tests/test_computer_milestone_integration.py                        61             59            138
tests/test_util_content.py                                          49             25            137
tests/test_chat_config.py                                           53             44            135
tests/test_cli_explain.py                                           53             18            135
tests/test_prompt_fragments.py                                      20              1            135
tests/test_computer_gate.py                                         76             40            133
tests/test_shell_parser.py                                          31             17            131
tests/test_agent_workspace_timeouts.py                              41             22            129
tests/test_snapshot_list.py                                         45              7            129
tests/test_acp_adapter.py                                           42             33            128
tests/test_cwe214_docker_env_leak.py                                42             41            128
tests/test_server_webui_dir.py                                      61             23            128
tests/test_server_tools_allowlist.py                                47              2            127
tests/test_active_context.py                                        41             22            126
tests/test_docs_structure.py                                        31             29            126
tests/test_util_context_dedup.py                                    61             43            125
tests/test_treeofthoughts.py                                        34             23            124
tests/test_computer_risk_streaming.py                               54             44            123
tests/test_prompt.py                                                36             36            123
tests/test_subagent_planner_roles.py                                39             30            121
tests/test_util_interrupt.py                                        48             38            121
tests/test_eval_format_routing.py                                   30             25            120
tests/test_integration_phase4.py                                    22             19            119
tests/test_openai_responses_input.py                                12              1            119
tests/test_cost_cache_cold_warning.py                               33              8            118
tests/test_util_clipboard_paste.py                                  27             14            117
tests/test_agent_service_timeouts.py                                19             18            116
tests/thread_leak.py                                                34             55            115
tests/test_cli_auth.py                                              24              4            113
tests/test_lessons_status.py                                        67             96            113
tests/test_chats_rename.py                                          42             16            112
tests/test_server_host_validation.py                                46             29            112
tests/test_subagent_tool_format.py                                  31             17            112
tests/test_computer_run_task_cli.py                                 40             14            109
tests/test_cost_awareness_delayed_warning.py                        42             32            108
tests/test_build_changelog.py                                       24             13            107
tests/test_server_perf.py                                           23             38            107
tests/test_tools_chats.py                                           26             19            107
tests/test_setup_completions.py                                     32              6            106
tests/test_browser_session_persistence.py                           62             33            103
tests/test_server_parent_death_watcher.py                           25             38            103
tests/test_tools_choice.py                                          51             26            103
tests/test_util_output_storage.py                                   23             13            103
tests/test_command_completion.py                                    33             23            100
tests/test_hooks_mcp_namespace_hint.py                              30             14            100
tests/test_generation_pre_snapshot_boundary.py                      38             39             99
tests/test_knowledge_subprocess.py                                   8              4             99
tests/test_thread_leak.py                                           29              7             98
tests/test_server_auth.py                                           46             25             97
tests/test_agent_fork_command.py                                    18              5             95
tests/test_session.py                                               40             21             95
tests/test_server_v2_sse.py                                         26             27             94
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_swebench_utils.py                                        27              2             89
tests/test_commands_rag.py                                          16              2             88
tests/test_server_cors.py                                           33             20             88
tests/test_browser_github_routing.py                                27              0             86
tests/test_util.py                                                  42             85             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_tool_description_cap.py                                  29             13             82
tests/test_eval_swebench_retrieval.py                               25              4             81
tests/test_prompt_queue.py                                          33             15             80
tests/test_prompt_skills_summary.py                                 44             44             80
tests/test_eval_timeouts.py                                         32             33             77
tests/test_xml_format.py                                            33             91             77
tests/test_markdown_validation.py                                   43             34             75
tests/test_shell_issue729.py                                        50             52             75
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_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_docs_tool_formats_coverage.py                            16             15             67
tests/test_tools_form.py                                            22             19             67
tests/test_util_context_savings.py                                  12              0             66
tests/test_computer_api.py                                          90            401             65
tests/test_eval_tool_efficiency.py                                  20             11             64
tests/test_llm_mock.py                                              22             12             60
tests/test_shell_output_mixing_issue408.py                          25             29             60
tests/test_eval_practical20.py                                      27              8             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_validate_release_package.py                              14              1             58
tests/test_entrypoints.py                                           26             37             57
tests/test_webui_redirects.py                                       11              7             57
tests/test_chat_history.py                                          14             12             56
tests/test_computer_artifacts.py                                    14              3             54
tests/test_server_skills_api.py                                     13              1             54
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_util_export.py                                           25             17             52
tests/test_github_bot.py                                            12              1             51
tests/test_execute_msg_defensive.py                                 19             19             49
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_util_generate_name.py                                    17             10             45
tests/test-integration.sh                                           22             36             43
tests/test_pdf_to_images.py                                         13             13             43
tests/test_server_cli_fallback.py                                   16             12             42
tests/test_shell_fd_leak.py                                         23             16             39
tests/test_utils.py                                                 14             17             38
tests/test_message_command.py                                       14             13             36
tests/snapshots/tui_stream.svg                                       3              0             35
tests/test_tools_pruner.py                                           9              0             35
tests/test_cli_confirm_hook.py                                      24             20             34
tests/test_credentials.py                                           16              0             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_package_exports.py                                       10              3             29
tests/test_eval_practical16.py                                      11              0             28
tests/test_tool_preview_content.py                                  12              3             28
tests/data/git-log-oneline.txt                                       0              0             27
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/data/example-interrupted.txt                                   8              0             24
tests/test_tool_loading_duplicate.py                                16             15             24
tests/test_credentials_integration.py                                8              0             22
tests/test_constants.py                                             11             13             19
tests/test_server_cli_tools.py                                      12              4             19
tests/test_tools_shell_multiline.py                                  7             19             19
tests/test_browser_format.py                                         8              6             18
tests/test_session_allowlist_isolation.py                           14             31             17
tests/test_llm_summarize_terminal_projection.py                      9              9             15
tests/test_screenshot.py                                             9              6             15
tests/retry_compat.py                                                8             22              6
----------------------------------------------------------------------------------------------------
SUM:                                                             44162          28788         159920
----------------------------------------------------------------------------------------------------
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            132            943
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           1137           3697
------------------------------------------------------------------------------------------
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/server.py gptme/mcp/registry.py gptme/mcp/client.py gptme/mcp/__init__.py gptme/oauth/openrouter.py gptme/oauth/__init__.py gptme/credentials.py gptme/prompt_queue.py gptme/codeblock.py gptme/__version__.py gptme/plugins/registry.py gptme/plugins/security.py gptme/plugins/plugin.py gptme/plugins/__init__.py gptme/plugins/entrypoints.py gptme/executor.py gptme/info.py gptme/__main__.py gptme/message.py gptme/tools/patch_many.py gptme/tools/shell_flags.py gptme/tools/computer.py gptme/tools/_hashline_snapshot.py gptme/tools/_browser_playwright.py gptme/tools/morph.py gptme/tools/chats.py gptme/tools/browser.py gptme/tools/read.py gptme/tools/clarify.py gptme/tools/_browser_format.py gptme/tools/rag.py gptme/tools/shell_background.py gptme/tools/_browser_perplexity.py gptme/tools/_computer_gate.py gptme/tools/mcp.py gptme/tools/autocommit.py gptme/tools/hashline_edit.py gptme/tools/todo.py gptme/tools/elicit.py gptme/tools/pruner.py gptme/tools/shell.py gptme/tools/restart.py gptme/tools/vent.py gptme/tools/gh.py gptme/tools/convert.py gptme/tools/precommit.py gptme/tools/patch.py gptme/tools/mcp_adapter.py gptme/tools/save.py gptme/tools/_browser_thread.py gptme/tools/lessons.py gptme/tools/form.py gptme/tools/shell_validation.py gptme/tools/request_tool_change.py gptme/tools/_browser_lynx.py gptme/tools/screenshot.py gptme/tools/complete.py gptme/tools/vision.py gptme/tools/memory.py gptme/tools/watch.py gptme/tools/computer_transport.py gptme/tools/progress.py gptme/tools/_url_safety.py gptme/tools/subagent/control.py gptme/tools/subagent/execution.py gptme/tools/subagent/persistence.py gptme/tools/subagent/types.py gptme/tools/subagent/hooks.py gptme/tools/subagent/batch.py gptme/tools/subagent/context.py gptme/tools/subagent/concurrency.py gptme/tools/subagent/__init__.py gptme/tools/subagent/api.py gptme/tools/choice.py gptme/tools/computer_semantic.py gptme/tools/__init__.py gptme/tools/tmux.py gptme/tools/base.py 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gptme/server/preview_proxy_api.py gptme/server/workspace_api.py gptme/server/artifacts_api.py gptme/server/session_step.py gptme/server/session_models.py gptme/server/openapi_docs.py gptme/server/tools_api.py gptme/server/external_sessions.py gptme/server/tts_api.py gptme/server/api_v2_sessions.py gptme/server/app.py gptme/server/a2a_api.py gptme/server/client.py gptme/server/constants.py gptme/server/panels_api.py gptme/server/__init__.py gptme/server/skills_api.py gptme/server/computer_api.py gptme/acp/__main__.py gptme/acp/adapter.py gptme/acp/agent.py gptme/acp/types.py gptme/acp/client.py gptme/acp/__init__.py gptme/eval/suites/practical7.py gptme/eval/suites/computer.py gptme/eval/suites/practical21.py gptme/eval/suites/basic.py gptme/eval/suites/practical31.py gptme/eval/suites/practical11.py gptme/eval/suites/practical32.py gptme/eval/suites/browser.py gptme/eval/suites/practical33.py gptme/eval/suites/practical8.py gptme/eval/suites/practical29.py gptme/eval/suites/subagent.py gptme/eval/suites/practical25.py gptme/eval/suites/practical24.py gptme/eval/suites/practical26.py gptme/eval/suites/practical27.py gptme/eval/suites/practical15.py gptme/eval/suites/practical20.py gptme/eval/suites/practical16.py gptme/eval/suites/practical14.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical17.py gptme/eval/suites/practical12.py gptme/eval/suites/practical3.py gptme/eval/suites/practical30.py gptme/eval/suites/practical4.py gptme/eval/suites/practical6.py gptme/eval/suites/practical28.py gptme/eval/suites/practical9.py gptme/eval/suites/practical18.py gptme/eval/suites/practical5.py gptme/eval/suites/practical19.py gptme/eval/suites/__init__.py gptme/eval/suites/practical23.py gptme/eval/suites/practical13.py gptme/eval/suites/practical2.py gptme/eval/suites/practical.py gptme/eval/suites/practical22.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/practical10.py gptme/eval/execenv.py gptme/eval/main.py gptme/eval/__main__.py gptme/eval/cost.py gptme/eval/types.py gptme/eval/agents/swebench.py gptme/eval/agents/__init__.py gptme/eval/agents/claude_code.py gptme/eval/leaderboard.py gptme/eval/pass_rate_gate.py gptme/eval/run.py gptme/eval/dspy/cli.py gptme/eval/dspy/__main__.py gptme/eval/dspy/metrics.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/signatures.py gptme/eval/dspy/tasks.py gptme/eval/dspy/__init__.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/experiments.py gptme/eval/swebench/main.py gptme/eval/swebench/utils.py gptme/eval/swebench/info.py gptme/eval/swebench/__main__.py gptme/eval/swebench/retrieval.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/__init__.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/__init__.py gptme/eval/__init__.py gptme/eval/tbench/agent.py gptme/eval/tbench/run.py gptme/eval/tbench/__init__.py gptme/eval/trends.py gptme/eval/filestore.py gptme/knowledge.py gptme/config/trust.py gptme/config/models.py gptme/config/core.py gptme/config/__init__.py gptme/config/project.py gptme/config/cli_setup.py gptme/config/chat.py gptme/config/user.py gptme/context/compress.py gptme/context/selector/hybrid.py gptme/context/selector/file_integration.py gptme/context/selector/rule_based.py gptme/context/selector/llm_based.py gptme/context/selector/config.py gptme/context/selector/file_config.py gptme/context/selector/file_selector.py gptme/context/selector/__init__.py gptme/context/selector/base.py gptme/context/scout.py gptme/context/config.py gptme/context/__init__.py gptme/context/adaptive_compressor.py gptme/context/task_analyzer.py gptme/anti_slop.py gptme/checkpoint.py gptme/memory/match.py gptme/memory/policy.py gptme/memory/schema.py gptme/memory/roots.py gptme/memory/recall.py gptme/memory/store.py gptme/memory/__init__.py gptme/dirs.py gptme/hooks/active_context.py gptme/hooks/markdown_validation.py gptme/hooks/token_awareness.py gptme/hooks/aw_watcher_agent.py gptme/hooks/test.py gptme/hooks/script.py gptme/hooks/cache_awareness.py gptme/hooks/agents_md_inject.py gptme/hooks/registry.py gptme/hooks/elicitation.py gptme/hooks/confirm.py gptme/hooks/injection_screening.py gptme/hooks/knowledge_inject.py gptme/hooks/cli_confirm.py gptme/hooks/cwd_changed.py gptme/hooks/types.py gptme/hooks/cost_awareness.py gptme/hooks/server_confirm.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_guardrails.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/auto_confirm.py gptme/hooks/workspace_agents.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/auto_snapshots.py gptme/hooks/tool_target_instructions.py gptme/hooks/cwd_awareness.py gptme/hooks/time_awareness.py gptme/hooks/server_elicit.py gptme/hooks/__init__.py gptme/hooks/guardrails.py gptme/hooks/form_autodetect.py gptme/workspace_snapshot.py gptme/agent/cli.py gptme/agent/workspace.py gptme/agent/doctor.py gptme/agent/service.py gptme/agent/__init__.py gptme/k_best.py gptme/sandbox.py gptme/model_attestation.py gptme/commands/llm.py gptme/commands/rag.py gptme/commands/meta.py gptme/commands/checkpoint.py gptme/commands/snapshot.py gptme/commands/backtrack.py gptme/commands/account.py gptme/commands/export.py gptme/commands/session.py gptme/commands/__init__.py gptme/commands/base.py gptme/tui/main.py gptme/tui/app.py gptme/tui/__init__.py gptme/lessons/matcher.py gptme/lessons/skill_commands.py gptme/lessons/parser.py gptme/lessons/index.py gptme/lessons/installer.py gptme/lessons/skill_events.py gptme/lessons/commands.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/__init__.py gptme/lessons/auto_include.py gptme/lessons/hybrid_matcher.py gptme/prompts/templates.py gptme/prompts/chat_history.py gptme/prompts/workspace.py gptme/prompts/skills.py gptme/prompts/context_cmd.py gptme/prompts/__init__.py gptme/cli/cmd_mcp.py gptme/cli/auth.py gptme/cli/cmd_mcp_serve.py gptme/cli/cmd_hooks.py gptme/cli/cmd_knowledge.py gptme/cli/cmd_attest.py gptme/cli/main.py gptme/cli/cmd_review.py gptme/cli/onboard.py gptme/cli/cmd_review_pr.py gptme/cli/wut.py gptme/cli/cmd_review_watch.py gptme/cli/cmd_capabilities.py gptme/cli/cmd_batch.py gptme/cli/doctor.py gptme/cli/cmd_explain.py gptme/cli/cmd_computer.py gptme/cli/checkpoint.py gptme/cli/cmd_stats.py gptme/cli/cmd_status.py gptme/cli/cmd_skills.py gptme/cli/setup.py gptme/cli/cmd_snapshot.py gptme/cli/cmd_tutorial.py gptme/cli/cmd_resume.py gptme/cli/cmd_slop.py gptme/cli/cmd_memory.py gptme/cli/util.py gptme/cli/cmd_dataset.py gptme/cli/__init__.py gptme/cli/cmd_init.py gptme/cli/cmd_service.py gptme/cli/cmd_chats.py gptme/cli/cmd_agents.py gptme/constants.py gptme/session.py gptme/util/auto_naming.py gptme/util/tokens.py gptme/util/content.py gptme/util/git_worktree.py gptme/util/ask_execute.py gptme/util/rich_text.py gptme/util/git_cmd.py gptme/util/_sound_sounddevice.py gptme/util/context_budget.py gptme/util/replay.py gptme/util/safety.py gptme/util/install.py gptme/util/cost.py gptme/util/history.py gptme/util/multiprompt.py gptme/util/context_savings.py gptme/util/tool_format.py gptme/util/review.py gptme/util/gh.py gptme/util/context_dedup.py gptme/util/terminal.py gptme/util/keyword_matching.py gptme/util/prompt.py gptme/util/capabilities_export.py gptme/util/output_storage.py gptme/util/tool_display.py gptme/util/_telemetry.py gptme/util/file_storage.py gptme/util/stdio.py gptme/util/generate_name.py gptme/util/context.py gptme/util/uri.py gptme/util/reduce.py gptme/util/sound.py gptme/util/export.py gptme/util/cost_display.py gptme/util/cost_tracker.py gptme/util/clipboard.py gptme/util/context_measurement.py gptme/util/interrupt.py gptme/util/__init__.py gptme/util/master_context.py gptme/util/clock.py gptme/util/tree.py gptme/util/useredit.py gptme/util/conversation_ids.py gptme/util/_sound_cmd.py gptme/status_provider.py gptme/__init__.py gptme/llm/provider_plugins.py gptme/llm/llm_gptme.py gptme/llm/openai_responses.py gptme/llm/utils.py gptme/llm/validate.py gptme/llm/llm_grok_subscription.py gptme/llm/llm_anthropic.py gptme/llm/_degeneration.py gptme/llm/llm_openai_subscription.py gptme/llm/models/listing.py gptme/llm/models/recommended.py gptme/llm/models/resolution.py gptme/llm/models/types.py gptme/llm/models/__init__.py gptme/llm/models/data.py gptme/llm/llm_openai.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/retry_policy.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/retry_abort.py gptme/llm/constants.py gptme/llm/__init__.py gptme/llm/local_discovery.py gptme/llm/llm_mock.py gptme/llm/llm_openai_models.py gptme/llm/llm_openrouter_subscription.py gptme/chat.py gptme/circuit_breaker.py gptme/profiles.py tests/test_acp_client.py tests/test_llm_grok_subscription.py tests/test_shell_output_mixing_issue408.py tests/test_server_skill_events.py tests/test_hooks_cwd_changed.py tests/test_shell_issue729.py tests/test_k_best.py tests/test_served_model_metadata.py tests/test_acp_agent.py tests/test_agent_memory.py tests/test_workspace_snapshot.py tests/test_util_tree.py tests/test_chats_clean.py tests/test_eval_practical16.py tests/test_server_v2.py tests/test_command_completion.py tests/test_cli_from_turn.py tests/test_shell_fd_leak.py tests/test_server_v2_tool_confirmation.py tests/test_build_changelog.py tests/test_pdf_to_images.py tests/test_computer_demo_cmd.py tests/test_reduce.py tests/test_eval_claude_code.py tests/test_session_allowlist_isolation.py tests/test_git_worktree.py tests/test_eval_practical19.py tests/test_uri.py tests/test_tools_mcp.py tests/test_tools_pruner.py tests/test_complete.py tests/test_tools_patch.py tests/test_computer_artifacts.py tests/test_eval_pass_rate_gate.py tests/test_dataset.py tests/test_subagent_unit.py tests/test_lessons_status.py tests/test_server_workspace.py tests/test_tutorial.py tests/test_lessons_index.py tests/test_mcp.py tests/test_github_bot.py tests/test_master_context.py tests/test_memory_index_policy.py tests/test_git_cmd_resolver.py tests/test_browser.py tests/test_server_api_v2_common.py tests/test_computer_risk_streaming.py tests/test_eval_computer_suite.py tests/test_eval.py tests/test_computer_audit.py tests/test_util_cli_review_watch.py tests/test_skill_metrics.py tests/test_onboard.py tests/test_message_command.py tests/test_lessons_tool.py tests/test_cost_cache_cold_warning.py tests/test_server_elicitation.py tests/test_memory_cli_metadata.py tests/test_conversations.py tests/test_chat_config.py tests/test_cli.py tests/test_knowledge.py tests/test_server_audio_transcription.py tests/test_checkpoint.py tests/test_chats_export.py tests/conftest.py tests/test_compaction_measurement.py tests/test_computer_semantic_fixtures.py tests/test_acp_types.py tests/retry_compat.py tests/test_tools_complete.py tests/fixtures/provider_test_scaffold.py tests/test_tools.py tests/test_lessons_auto_include.py tests/test_tools_shell_validation.py tests/test_util_review.py tests/test_tool_use.py tests/test_subagent_concurrency.py tests/test_shell_allowlist_autoconfirm.py tests/test_dspy_gepa.py tests/test_tree.py tests/test_tools_chats.py tests/test_execenv.py tests/test_server_client.py tests/test_demo_capture.py tests/thread_leak.py tests/test_server_parent_death_watcher.py tests/test_toolspec_read_only.py tests/test_llm_models.py tests/test_tools_restart.py tests/test_output_format.py tests/test_external_sessions.py tests/test_eval_swebench_retrieval.py tests/test_entrypoints.py tests/test_tools_subagent.py tests/test_shell_completion_loop.py tests/test_eval_behavioral.py tests/test_computer_latency_cmd.py tests/test_tasks_api.py tests/test_subagent_budget.py tests/test_auto_naming.py tests/test_backtrack.py tests/test_thread_leak.py tests/test_tools_save.py tests/test_tools_computer.py tests/test_preview_proxy.py tests/test_tool_conditionals.py tests/test_terminal_startup_latency.py tests/test_eval_behavioral_solutions.py tests/test_shell_issue772.py tests/test_json_output.py tests/test_shell_memory_limit.py tests/test_ephemeral.py tests/test_cli_resume.py tests/test_lessons_matcher.py tests/test_shell_parser.py tests/test_tools_browser.py tests/test_agent_service_timeouts.py tests/test_validate_release_package.py tests/test_profiles.py tests/test_computer_doctor_cmd.py tests/test_utils.py tests/test_tui.py tests/test_integration_phase4.py tests/test_util_cli_models.py tests/test_snapshot_command.py tests/test_prompt_tools.py tests/test_tools_vision.py tests/test_memory_tool.py tests/test_cli_status.py tests/test_server_startup.py tests/test_file_selector_integration.py tests/test_computer_settle.py tests/test_chats_json.py tests/test_tool_description_cap.py tests/test_pytest_retry_tmp_path_interaction.py tests/test_tools_request_tool_change.py tests/test_util_cli_attest.py tests/test_llm_openai_reasoning_effort.py tests/test_tools_morph.py tests/test_mcp_server.py tests/test_tools_patch_many.py tests/test_workspace_api.py tests/test_util_tokens.py tests/test_script_hooks.py tests/test_server_subscription_connect.py tests/test_codeblock.py tests/test_util_gh_mocked.py tests/test_prompt_templates.py tests/test_lessons_integration.py tests/test_cli_stats.py tests/test_cost_tracker.py tests/test_hooks.py tests/test_skill_events.py tests/test_screenshot.py tests/test_anti_slop.py tests/test_skill_commands.py tests/test_llm_openai_subscription.py tests/test_context_scout.py tests/test_prompts.py tests/test_memory_migrate_knowledge.py tests/test_package_exports.py tests/test_cli_explain.py tests/test_config.py tests/test_cli_auth.py tests/test_server_auth.py tests/test_hooks_server_confirm.py tests/test_server_cors.py tests/test_timings.py tests/test_server.py tests/test_subagent_parent_isolation.py tests/test_server_v2_agents.py tests/test_tools_read.py tests/test_computer_actions.py tests/test_gptme_provider.py tests/test_hooks_form_autodetect.py tests/test_server_host_validation.py tests/test_tools_autocommit.py tests/test_pytest_timeout_retry_interaction.py tests/test_lessons.py tests/test_tool_preview_content.py tests/test_eventlog.py tests/test_oauth_openrouter.py tests/test_hooks_cache_awareness.py tests/test_browser_format.py tests/test_shell_stream_oneshot.py tests/test_markdown_validation.py tests/test_replay.py tests/test_subagent_integration.py tests/test_server_v2_sessions.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_tools_screenshot.py tests/test_tools_convert.py tests/test_workspace_memory_policy.py tests/test_util_file_storage.py tests/test_provider_plugins.py tests/test_eval_swebench.py tests/test_agent_workspace_timeouts.py tests/test_server_cli_fallback.py tests/test_context.py tests/test_server_skills_api.py tests/test_util_context_dedup.py tests/test_server_path_traversal.py tests/test_custom_providers.py tests/test_llm_utils.py tests/test_generation_pre_snapshot_boundary.py tests/test_computer_transport.py tests/test_shell_for_loop_issue724.py tests/test_util_cli_skills.py tests/test_tools_browser_thread.py tests/test_quota_skip.py tests/test_tui_visual.py tests/test_util_hooks.py tests/test_server_bad_input.py tests/test_util_cli_batch.py tests/test_local_discovery.py tests/test_browser_session_persistence.py tests/test_computer_video_frames_cli.py tests/test_eval_subagent.py tests/test_acp_e2e_smoke.py tests/test_server_etag.py tests/test_util_cost.py tests/test_unified_plugins.py tests/test_chat.py tests/test_util_export.py tests/test_url_safety.py tests/test_xml_format.py tests/test_agents_md_inject.py tests/test_tools_todo.py tests/test_capabilities_export.py tests/test_subagent_roundtrip.py tests/test_eval_practical18.py tests/test_subagent_worktree_isolation.py tests/test_tools_gh.py tests/test_commands_account.py tests/test_executor.py tests/test_server_default_profile.py tests/test_acp_session_runtime.py tests/test_logmanager.py tests/test_util_cli_mcp.py tests/test_llm_mock.py tests/test_llm_anthropic.py tests/test_shell_high_fd.py tests/test_shell_foreground_promotion.py tests/test_util_cli_generate.py tests/test_dirs.py tests/test_util_output_storage.py tests/test_tools_elicit.py tests/test_shell_max_output_bytes.py tests/test_util.py tests/test_prompt_queue.py tests/test_util_interrupt.py tests/test_docs_tool_formats_coverage.py tests/test_tools_shell_multiline.py tests/test_mcp_adapter.py tests/test_util_safety.py tests/test_setup_completions.py tests/test_server_panels.py tests/test_guardrail_hook.py tests/test_misc_subprocess_timeouts.py tests/test_server_fresh_bad_input.py tests/test_eval_format_routing.py tests/test_fold_mid_system.py tests/test_credentials_integration.py tests/test_computer_docker_config.py tests/test_subagent_planner_roles.py tests/test_tools_tmux.py tests/test_active_context.py tests/test_util_clipboard_paste.py tests/test_server_metrics.py tests/test_cost_awareness_delayed_warning.py tests/test_prompt.py tests/test_cost_display.py tests/test_llm_openai_sampling.py tests/test_constants.py tests/test_autocompact_scoring.py tests/test_server_tts_api.py tests/test_model_attestation.py tests/test_hooks_cost_awareness.py tests/test_computer_use_integration.py tests/test_eval_practical17.py tests/test_acp_stdout.py tests/test_cli_llm_generate.py tests/test_tools_lessons.py tests/test_subagent_persistence.py tests/test_execute_msg_defensive.py tests/test_init.py tests/test_cli_confirm_hook.py tests/test_server_cli_tools.py tests/test_cli_fatal_error_envelope.py tests/test_server_v2_hooks.py tests/lessons/test_bm25_parity.py tests/lessons/test_wildcard_matching.py tests/test_server_a2a.py tests/test_server_tools_allowlist.py tests/test_workspace_agents.py tests/test_util_content.py tests/test_foreground_output_dedup.py tests/test_config_encoding.py tests/test_util_keyword_matching.py tests/test_agent_fork_command.py tests/test_tui_skill_events.py tests/test_info.py tests/test_context_providers.py tests/test_message.py tests/test_circuit_breaker.py tests/test_swebench_utils.py tests/test_util_generate_name.py tests/test_hooks_registry.py tests/test_cc_memory.py tests/test_computer_run_task_cli.py tests/test_credentials.py tests/test_telemetry.py tests/test_lessons_commands.py tests/test_computer_gate.py tests/test_tools_precommit.py tests/test_server_artifacts.py tests/test_computer_api.py tests/test_dspy_hybrid.py tests/test_server_tools_query.py tests/test_cmd_service.py tests/test_util_tool_format.py tests/test_hybrid_lessons.py tests/test_dspy_integration.py tests/test_commands_llm.py tests/test_tools_hashline_edit.py tests/test_server_v2_sse.py tests/test_chats_stats.py tests/test_util_cli_providers.py tests/test_llm_models_resolution.py tests/test_server_config_workspace_containment.py tests/test_shell_completion_wait.py tests/test_hooks_knowledge_inject.py tests/test_llm_retry_abort.py tests/test_import_boundaries.py tests/test_chats_rename.py tests/test_subscription_pricing.py tests/test_llm_summarize_terminal_projection.py tests/test_agent_doctor.py tests/test_util_terminal.py tests/test_tui_e2e.py tests/test_tools_time_awareness.py tests/test_eval_timeouts.py tests/test_util_cli.py tests/test_computer_x11_integration.py tests/test_acp_protocol_logging.py tests/test_eval_leaderboard.py tests/test_openai_responses_input.py tests/test_chat_history.py tests/test_commands_rag.py tests/test_browser_github_routing.py tests/test_browser_lynx.py tests/test_tools_rag.py tests/test_docs_structure.py tests/test_webui_redirects.py tests/test_config_trust.py tests/test_search_alias.py tests/test_auto_compact.py tests/test_skill_installer.py tests/test_treeofthoughts.py tests/test_tools_python.py tests/test_tools_watch.py tests/test_eval_practical20.py tests/test_prompt_skills_summary.py tests/test_shell_sigterm.py tests/test_server_webui_dir.py tests/test_browser_state.py tests/test_chats_external_search.py tests/test_lessons_parser.py tests/test_util_context_savings.py tests/test_llm_openai.py tests/test_llm_retry_policy.py tests/test_cwe214_docker_env_leak.py tests/test_track_tokens.py tests/test_github_ci_self_heal.py tests/test_tool_loading_duplicate.py tests/test_relevance_pruning.py tests/test_agent.py tests/test_computer_screenshot_cli.py tests/test_eval_tool_efficiency.py tests/test_subagent_tool_format.py tests/test_execute_msg_hook_call_id.py tests/test_context_selector.py tests/test_vent.py tests/test_plugins.py tests/test_prompt_fragments.py tests/test_shell_restart.py tests/test_commands.py tests/test_llm_auth.py tests/test_tools_shell.py tests/test_session.py tests/test_sandbox.py tests/test_context_budget.py tests/test_snapshot_list.py tests/test_tools_token_awareness.py tests/test_tools_form.py tests/test_tools_choice.py tests/test_mcp_discovery.py tests/test_eval_trends.py tests/test_computer_task.py tests/test_knowledge_subprocess.py tests/test_util_gh.py tests/test_computer_milestone_integration.py tests/test_transcript_durability.py tests/test_memory_store.py tests/test_server_v2_auto_stepping.py tests/test_memory_match.py tests/test_model_selection_trace_export.py tests/test_computer_record.py tests/test_llm_validate.py tests/test_doctor.py tests/test_tools_base.py tests/test_acp_adapter.py tests/test_server_session_models.py tests/test_dspy_basic.py tests/test_server_perf.py tests/test_util_install.py tests/test_hooks_mcp_namespace_hint.py tests/test_shell_background.py scripts/eval_leaderboard.py scripts/train/collect.py scripts/treeofthoughts.py scripts/smoke_frozen_server.py scripts/demo_capture.py scripts/check_model_freshness.py scripts/eval_trends.py scripts/github_bot.py scripts/check_rst_formatting.py scripts/auto_rename_logs.py scripts/validate_release_package.py scripts/docs_structure.py scripts/eval_phase0_pruning.py scripts/analyze_compression.py scripts/github_ci_self_heal.py scripts/verify_cloudflare_pages_deep_links.py  --by-file --hide-rate --quiet | tail -n +2
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tests/test_subagent_unit.py                                                                  1432            675           5642
tests/test_server_v2.py                                                                       981            359           4336
tests/test_llm_openai.py                                                                      899            548           3548
gptme/server/api_v2.py                                                                        526            478           3159
tests/test_tools_subagent.py                                                                  859            443           2849
gptme/tools/shell.py                                                                          391            700           2840
tests/test_auto_compact.py                                                                    807            491           2523
tests/test_doctor.py                                                                          540            210           2441
tests/test_config.py                                                                          545            592           2194
tests/test_util_review.py                                                                     492            342           2090
tests/test_server_v2_sessions.py                                                              311            246           2045
gptme/llm/llm_openai.py                                                                       355            567           1975
tests/test_tools_shell.py                                                                     562            536           1923
tests/test_tui.py                                                                             441            187           1904
gptme/tui/app.py                                                                              301            552           1859
gptme/cli/cmd_computer.py                                                                     252            296           1726
gptme/cli/doctor.py                                                                           216            189           1672
gptme/tools/computer.py                                                                       437            864           1659
tests/test_cli.py                                                                             438            174           1607
tests/test_init.py                                                                            258            147           1597
tests/test_acp_agent.py                                                                       410            197           1488
gptme/cli/util.py                                                                             297            249           1359
tests/test_eval_behavioral.py                                                                 867            967           1357
tests/test_chat.py                                                                            404            223           1339
gptme/cli/main.py                                                                             217            289           1310
gptme/tools/subagent/api.py                                                                   218            475           1289
tests/test_util_cli_review_watch.py                                                           317            189           1283
tests/test_tools_computer.py                                                                  438            269           1258
gptme/hooks/workspace_agents.py                                                               238            153           1255
gptme/acp/agent.py                                                                            206            341           1231
tests/test_util_cli.py                                                                        320            214           1228
gptme/util/gh.py                                                                              243            301           1213
tests/test_util_gh.py                                                                         260            172           1172
tests/test_tools_shell_validation.py                                                          365            248           1169
gptme/server/session_step.py                                                                  185            400           1157
tests/test_server.py                                                                          301            206           1147
tests/test_llm_utils.py                                                                       313            142           1091
tests/test_memory_store.py                                                                    168             67           1087
tests/test_tools_base.py                                                                      340            114           1054
tests/test_tools_browser.py                                                                   316             76           1029
gptme/tools/base.py                                                                           209            331           1020
tests/test_tools_complete.py                                                                  218            253           1017
gptme/llm/llm_anthropic.py                                                                    230            334            996
tests/test_cmd_service.py                                                                     219            194            981
tests/test_eval.py                                                                            184            107            976
gptme/server/api_v2_sessions.py                                                               131            192            975
tests/test_info.py                                                                            183             78            972
tests/test_codeblock.py                                                                       432            934            965
gptme/hooks/tests/test_workspace_agents.py                                                    193             49            956
gptme/eval/main.py                                                                            110            132            943
tests/test_logmanager.py                                                                      260            180            941
tests/test_lessons_auto_include.py                                                            252            219            938
gptme/tools/subagent/execution.py                                                             166            368            937
gptme/server/openapi_docs.py                                                                  300            207            920
gptme/tools/watch.py                                                                          138            182            895
gptme/llm/__init__.py                                                                         169            300            886
tests/test_eval_leaderboard.py                                                                126            104            883
gptme/cli/cmd_review_pr.py                                                                    148            342            882
tests/test_tools_convert.py                                                                   265            117            864
gptme/logmanager/manager.py                                                                   173            268            855
tests/test_computer_audit.py                                                                  231            157            846
tests/test_knowledge.py                                                                       323             71            842
tests/test_shell_background.py                                                                199             91            837
tests/test_tasks_api.py                                                                       185             69            831
tests/test_eval_computer_suite.py                                                             328            149            819
gptme/eval/leaderboard.py                                                                     149            485            817
tests/test_util_gh_mocked.py                                                                  155            121            814
tests/test_prompt_templates.py                                                                260            193            812
tests/test_sandbox.py                                                                         195            105            801
gptme/tools/convert.py                                                                        137             85            793
tests/test_cost_display.py                                                                    110             68            776
tests/test_acp_session_runtime.py                                                             232             78            750
tests/test_llm_anthropic.py                                                                   176             53            745
gptme/tools/shell_background.py                                                               129            127            744
gptme/chat.py                                                                                 114            214            743
tests/test_server_workspace.py                                                                149            154            743
gptme/eval/execenv.py                                                                         114            215            733
gptme/eval/suites/computer.py                                                                 111            245            732
tests/test_tools_hashline_edit.py                                                             213            445            725
tests/test_tools.py                                                                           240            120            722
tests/test_llm_openai_subscription.py                                                         166             68            721
gptme/cli/cmd_review_watch.py                                                                 121            230            720
gptme/util/context.py                                                                         159            244            720
tests/test_hooks_registry.py                                                                  253             97            716
gptme/config/user.py                                                                          136            199            715
gptme/eval/suites/basic.py                                                                    138             55            715
tests/test_computer_transport.py                                                              267             91            713
tests/test_tools_gh.py                                                                        152             90            713
gptme/tools/mcp_adapter.py                                                                    235            231            712
gptme/cli/setup.py                                                                            154             72            710
gptme/tools/subagent/batch.py                                                                 135            482            708
tests/test_agent.py                                                                           205            115            707
gptme/tools/chats.py                                                                          135            175            706
gptme/tools/browser.py                                                                        280            454            696
gptme/tools/_browser_playwright.py                                                            238            298            692
gptme/llm/models/data.py                                                                       18            159            683
gptme/tools/__init__.py                                                                       162            187            681
gptme/server/tasks_api.py                                                                     193            130            680
tests/test_llm_models_resolution.py                                                           223            181            677
tests/test_relevance_pruning.py                                                               266            134            672
gptme/cli/cmd_memory.py                                                                        98             91            655
tests/test_cli_status.py                                                                      246            138            642
tests/test_json_output.py                                                                     114             84            640
gptme/eval/dspy/tasks.py                                                                      170            374            639
tests/test_tools_restart.py                                                                   143             66            639
tests/test_tools_watch.py                                                                     154             50            638
tests/test_subagent_budget.py                                                                 166            144            626
tests/test_prompts.py                                                                         179            109            609
tests/test_computer_doctor_cmd.py                                                              88             58            607
tests/test_message.py                                                                         205            130            599
scripts/github_bot.py                                                                         109            107            597
gptme/eval/run.py                                                                              75            126            592
gptme/llm/llm_openai_subscription.py                                                          134            146            587
tests/test_mcp_server.py                                                                      138             49            587
gptme/prompts/__init__.py                                                                      76             89            586
tests/test_server_panels.py                                                                    65             40            585
tests/test_tools_lessons.py                                                                   135             49            580
tests/conftest.py                                                                             164            283            579
tests/test_tools_precommit.py                                                                 109             86            578
tests/test_tools_request_tool_change.py                                                       117             43            578
gptme/tools/complete.py                                                                       103            170            572
tests/test_lessons_index.py                                                                   185            171            568
gptme/tools/computer_transport.py                                                             151            125            567
gptme/util/capabilities_export.py                                                              60             71            560
tests/test_util_cli_mcp.py                                                                    130             68            552
gptme/server/a2a_api.py                                                                       103             46            551
tests/test_memory_index_policy.py                                                              98             39            551
tests/test_context_scout.py                                                                    90             66            548
tests/test_eval_subagent.py                                                                   119             56            547
tests/test_computer_actions.py                                                                165            125            546
tests/test_subagent_persistence.py                                                             68              1            543
tests/test_execenv.py                                                                          99             68            539
tests/test_server_path_traversal.py                                                           139            105            539
gptme/server/artifacts_api.py                                                                 107            110            538
gptme/tools/gh.py                                                                             120            122            538
scripts/github_ci_self_heal.py                                                                111             49            537
tests/test_model_attestation.py                                                               115             30            537
gptme/tools/autocompact/resume.py                                                             100            204            533
tests/test_gptme_provider.py                                                                  176             84            532
tests/test_context.py                                                                         220            104            531
tests/test_dirs.py                                                                            127             89            531
tests/test_cc_memory.py                                                                       113            108            530
tests/test_server_subscription_connect.py                                                     151             29            528
gptme/hooks/tests/test_agents_md_inject.py                                                    103             60            527
tests/test_hooks_cost_awareness.py                                                             73             61            525
tests/test_server_bad_input.py                                                                122            106            524
tests/test_lessons.py                                                                         156            153            517
tests/test_commands.py                                                                        161             73            514
gptme/memory/store.py                                                                          76            103            507
tests/test_capabilities_export.py                                                              65             27            506
tests/test_server_session_models.py                                                           170            142            505
gptme/hooks/registry.py                                                                       102             87            503
gptme/tools/hashline_edit.py                                                                  126            383            502
tests/test_served_model_metadata.py                                                           107             20            502
gptme/lessons/installer.py                                                                    146            165            496
gptme/message.py                                                                              128            226            495
gptme/cli/cmd_chats.py                                                                        107             79            487
gptme/server/workspace_api.py                                                                 100            110            486
tests/test_tui_e2e.py                                                                          87            108            486
tests/test_hooks_cache_awareness.py                                                           151             44            484
gptme/tools/shell_validation.py                                                               137            338            483
tests/test_computer_demo_cmd.py                                                               144             75            482
tests/test_llm_models.py                                                                      151            109            479
gptme/codeblock.py                                                                             62            301            476
tests/test_eventlog.py                                                                        117             48            476
tests/test_snapshot_command.py                                                                117             57            476
tests/test_dataset.py                                                                         148             45            473
gptme/hooks/tests/test_cost_awareness.py                                                       84             53            472
gptme/server/session_models.py                                                                 84            153            471
tests/test_skill_installer.py                                                                 138            154            459
tests/test_llm_auth.py                                                                        153             55            458
tests/test_llm_openai_sampling.py                                                              99             12            456
gptme/lessons/index.py                                                                        126            167            452
gptme/hooks/tests/test_time_awareness.py                                                       90             69            447
scripts/analyze_compression.py                                                                103             68            446
tests/test_server_skill_events.py                                                              55              4            446
scripts/demo_capture.py                                                                       104             83            445
gptme/tools/python.py                                                                         107            155            444
tests/test_shell_foreground_promotion.py                                                      102             22            442
gptme/util/_telemetry.py                                                                      111            157            440
tests/test_util_cli_providers.py                                                               93             42            438
tests/test_mcp_adapter.py                                                                     143             70            435
gptme/telemetry.py                                                                             98             61            425
tests/test_tools_browser_thread.py                                                            113             51            425
tests/test_lessons_commands.py                                                                157             82            422
tests/test_external_sessions.py                                                               116             67            421
gptme/eval/dspy/prompt_optimizer.py                                                           109             89            420
gptme/llm/openai_responses.py                                                                  89             42            420
gptme/lessons/auto_include.py                                                                 108            210            418
tests/context/test_task_analyzer.py                                                            90             44            418
gptme/cli/auth.py                                                                              84             56            417
gptme/prompts/workspace.py                                                                     52             97            417
tests/test_lessons_parser.py                                                                  188            239            417
tests/test_tools_patch_many.py                                                                110            107            417
tests/test_unified_plugins.py                                                                 110             44            417
gptme/cli/cmd_service.py                                                                      130            377            415
tests/test_server_artifacts.py                                                                 66             32            415
tests/test_subagent_worktree_isolation.py                                                     129             70            414
gptme/tools/autocompact/engine.py                                                              91            199            410
tests/test_provider_plugins.py                                                                100             39            409
gptme/agent/workspace.py                                                                      130            227            407
gptme/tools/subagent/hooks.py                                                                  96            147            407
gptme/util/cost_display.py                                                                     81             80            406
gptme/util/prompt.py                                                                           98            142            406
tests/test_llm_validate.py                                                                     78             64            404
gptme/llm/llm_openai_models.py                                                                  6             61            401
gptme/agent/service.py                                                                        108            103            400
gptme/tools/tmux.py                                                                            98            170            398
tests/test_tools_mcp.py                                                                       102             20            398
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
tests/test_computer_latency_cmd.py                                                             93             42            393
gptme/agent/doctor.py                                                                          90             43            388
tests/test_reduce.py                                                                          120            156            387
gptme/workspace_snapshot.py                                                                    53             64            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
gptme/init.py                                                                                  72            122            382
gptme/logmanager/conversations.py                                                              84            119            382
gptme/llm/llm_grok_subscription.py                                                             95             81            381
gptme/cli/cmd_hooks.py                                                                        106             76            376
scripts/check_rst_formatting.py                                                                96            102            374
gptme/server/external_sessions.py                                                              59             92            372
gptme/cli/cmd_status.py                                                                        95            103            371
tests/test_conversations.py                                                                    51             33            371
tests/test_github_ci_self_heal.py                                                              71              6            371
tests/test_server_v2_agents.py                                                                 67             28            370
tests/test_tools_read.py                                                                      121             52            370
tests/test_workspace_api.py                                                                   103             19            369
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_cost_tracker.py                                                                     44             26            361
tests/test_replay.py                                                                          120            110            361
gptme/tools/restart.py                                                                         95            138            360
gptme/mcp/client.py                                                                            99            138            356
tests/test_context_providers.py                                                               183            121            356
tests/test_mcp_discovery.py                                                                   107             41            356
gptme/config/chat.py                                                                           64            118            352
tests/test_lessons_matcher.py                                                                  99             86            352
gptme/llm/local_discovery.py                                                                   64             35            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_server_v2_auto_stepping.py                                                          67             51            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_util_hooks.py                                                                       85             93            347
gptme/eval/dspy/metrics.py                                                                     97             98            345
tests/test_complete.py                                                                         81             72            345
gptme/hooks/tests/test_elicitation.py                                                          91             45            343
tests/test_skill_commands.py                                                                  113             49            342
gptme/config/models.py                                                                        111             96            341
tests/test_computer_semantic_fixtures.py                                                       92            107            340
tests/test_preview_proxy.py                                                                    91             45            339
gptme/tools/subagent/types.py                                                                  85            166            338
gptme/hooks/cost_awareness.py                                                                  84             81            337
gptme/tools/mcp.py                                                                            103            103            337
tests/test_telemetry.py                                                                        89            127            337
tests/test_script_hooks.py                                                                     55              7            336
tests/test_eval_trends.py                                                                      35             22            335
tests/test_llm_grok_subscription.py                                                            98             21            334
gptme/util/safety.py                                                                           57             63            330
gptme/cli/cmd_knowledge.py                                                                     63            114            329
gptme/tools/subagent/__init__.py                                                               65            225            329
tests/test_workspace_agents.py                                                                145             57            329
gptme/eval/suites/practical.py                                                                 35             30            326
tests/test_tools_morph.py                                                                      93             69            323
tests/test_circuit_breaker.py                                                                  98             69            322
tests/test_util_tool_format.py                                                                 78             32            322
gptme/checkpoint.py                                                                            79             49            321
tests/test_ephemeral.py                                                                        87             56            321
tests/test_mcp.py                                                                              94             62            321
tests/test_util_safety.py                                                                      96             22            321
scripts/treeofthoughts.py                                                                      59             91            320
tests/test_workspace_snapshot.py                                                              105             46            319
tests/test_agent_doctor.py                                                                     72             34            318
gptme/eval/trends.py                                                                           59             31            317
tests/test_util_cli_batch.py                                                                   64             12            316
gptme/tools/shell_flags.py                                                                     60            257            315
tests/test_util_cli_skills.py                                                                 118             89            315
tests/test_skill_metrics.py                                                                    38              2            312
gptme/context/scout.py                                                                         83            100            311
gptme/tools/read.py                                                                            57             79            311
tests/test_tools_rag.py                                                                        95             36            310
tests/test_browser.py                                                                         140             71            308
gptme/attestation.py                                                                           71              2            307
tests/test_chats_external_search.py                                                            72             55            307
tests/test_tools_python.py                                                                    127             71            306
tests/test_hooks_knowledge_inject.py                                                           74              6            305
gptme/llm/validate.py                                                                          45             64            303
gptme/dataset/trajectory_to_env.py                                                             81             92            302
gptme/tools/_browser_thread.py                                                                 59             72            301
gptme/tools/autocompact/hook.py                                                                53            124            301
tests/test_config_encoding.py                                                                 154            195            300
gptme/commands/llm.py                                                                          60             56            299
tests/context/test_adaptive_compressor.py                                                      58             44            298
gptme/prompts/templates.py                                                                     70            153            297
gptme/server/cli.py                                                                            56            100            297
gptme/server/preview_proxy_api.py                                                              84            146            296
gptme/plugins/__init__.py                                                                     101            133            295
tests/test_llm_openai_reasoning_effort.py                                                      83             19            295
gptme/util/reduce.py                                                                           73             90            294
tests/test_eval_swebench.py                                                                    78             41            294
tests/test_plugins.py                                                                         110             85            292
tests/test_chats_stats.py                                                                      72             30            291
gptme/acp/client.py                                                                            67            127            290
gptme/knowledge.py                                                                             76            101            288
gptme/cli/cmd_skills.py                                                                        75             45            287
gptme/commands/snapshot.py                                                                     43             32            287
tests/lessons/test_wildcard_matching.py                                                       114            125            287
tests/test_hooks_server_confirm.py                                                             78             33            285
tests/test_server_a2a.py                                                                       64             20            283
gptme/eval/dspy/hybrid_optimizer.py                                                           141            345            282
gptme/tools/lessons.py                                                                        107            118            282
gptme/tools/patch.py                                                                           63            102            282
gptme/hooks/agents_md_inject.py                                                                64            121            281
gptme/eval/swe_extra/swe_bench_test_spec.py                                                    53             29            280
tests/test_shell_completion_loop.py                                                            26             11            280
tests/test_auto_naming.py                                                                      80             48            277
gptme/tools/save.py                                                                            63             63            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_util_tokens.py                                                                     129             71            273
tests/test_transcript_durability.py                                                            51             22            272
tests/test_computer_docker_config.py                                                           59             92            271
tests/test_hooks.py                                                                           130             49            271
gptme/hooks/tests/test_token_awareness.py                                                      37             28            269
gptme/llm/models/listing.py                                                                    63             59            269
gptme/plugins/security.py                                                                      47             76            269
gptme/cli/cmd_init.py                                                                          92            163            268
gptme/profiles.py                                                                              66             68            268
tests/lessons/test_bm25_parity.py                                                              67             70            266
tests/test_url_safety.py                                                                      113             38            266
gptme/llm/models/resolution.py                                                                 59             87            264
gptme/memory/schema.py                                                                         49             24            264
tests/test_shell_completion_wait.py                                                            47              5            263
tests/test_server_startup.py                                                                   39             65            261
tests/test_tools_autocommit.py                                                                 99             47            259
tests/test_terminal_startup_latency.py                                                         77             32            257
tests/test_tool_use.py                                                                         60             66            255
tests/test_context_selector.py                                                                 83             45            254
gptme/hooks/tests/test_form_autodetect.py                                                      73             25            253
gptme/tools/autocompact/scoring.py                                                             97            180            253
tests/test_eval_claude_code.py                                                                 66             27            253
gptme/anti_slop.py                                                                             40             87            252
tests/test_lessons_integration.py                                                              97             66            252
gptme/eval/suites/practical16.py                                                               64            100            251
scripts/check_model_freshness.py                                                               53             40            251
gptme/server/tools_api.py                                                                      58             49            250
gptme/tools/patch_many.py                                                                      57             62            250
tests/test_prompt_tools.py                                                                     57             30            249
tests/test_tools_screenshot.py                                                                 59             52            249
gptme/hooks/tests/test_injection_screening.py                                                  78             13            247
gptme/tools/rag.py                                                                             89            131            246
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_llm_retry_policy.py                                                                 90             19            242
tests/test_local_discovery.py                                                                  63             18            242
tests/test_compaction_measurement.py                                                           43             12            241
tests/test_computer_x11_integration.py                                                         87             87            240
gptme/eval/swebench/main.py                                                                    32             23            239
gptme/logmanager/eventlog.py                                                                   71             57            239
tests/test_cli_from_turn.py                                                                    65             18            239
gptme/commands/meta.py                                                                         54             20            238
gptme/context/task_analyzer.py                                                                100            124            237
tests/test_memory_migrate_knowledge.py                                                         57             26            237
tests/test_model_selection_trace_export.py                                                     70             19            237
gptme/util/auto_naming.py                                                                      68             78            236
tests/test_server_default_profile.py                                                           78             44            236
tests/test_memory_match.py                                                                     34              9            235
gptme/tui/main.py                                                                              37             34            234
tests/test_cli_stats.py                                                                        62             27            234
gptme/tools/todo.py                                                                            96            106            233
gptme/context/adaptive_compressor.py                                                           76            130            232
tests/test_onboard.py                                                                          56             49            232
gptme/util/review.py                                                                           70            129            231
tests/test_shell_allowlist_autoconfirm.py                                                      58             62            231
gptme/tools/precommit.py                                                                       76             96            230
tests/test_subagent_roundtrip.py                                                               74             52            230
tests/test_computer_settle.py                                                                  90             78            228
tests/test_hooks_cwd_changed.py                                                                55             24            227
gptme/cli/cmd_mcp.py                                                                           64             52            226
gptme/cli/cmd_resume.py                                                                        44             25            226
gptme/lessons/parser.py                                                                        74            119            226
gptme/hooks/__init__.py                                                                        22             51            225
tests/test_chats_json.py                                                                       32             17            225
tests/test_cli_fatal_error_envelope.py                                                         46             40            225
tests/test_shell_restart.py                                                                    62             45            225
gptme/mcp/registry.py                                                                          59             70            224
tests/test_git_worktree.py                                                                     57             37            224
tests/test_server_fresh_bad_input.py                                                           46             44            224
gptme/eval/suites/behavioral/__init__.py                                                        9             11            223
gptme/model_attestation.py                                                                     63             78            223
gptme/server/auth.py                                                                           77            118            222
gptme/server/computer_api.py                                                                   51             55            222
gptme/eval/suites/practical6.py                                                                56             46            221
tests/test_server_tools_query.py                                                               59             39            220
gptme/lessons/commands.py                                                                      91             48            219
gptme/hooks/tests/test_cli_confirm.py                                                          75             23            218
gptme/util/_sound_sounddevice.py                                                               57             50            218
tests/test_util_keyword_matching.py                                                            75             46            218
gptme/hooks/aw_watcher_agent.py                                                                49             21            217
tests/test_lessons_tool.py                                                                     62             34            216
tests/test_llm_retry_abort.py                                                                  85             62            216
gptme/commands/base.py                                                                         71             76            214
gptme/server/api_v2_common.py                                                                 113             96            214
gptme/eval/swe_extra/swe_bench_extra_data.py                                                   69             51            213
gptme/hooks/elicitation.py                                                                     90            132            213
tests/test_cli_resume.py                                                                       64             15            212
tests/test_config_trust.py                                                                     94             43            212
gptme/commands/session.py                                                                      66             56            211
gptme/config/cli_setup.py                                                                      37             61            211
tests/test_checkpoint.py                                                                       88             20            211
tests/test_tools_patch.py                                                                     115            226            210
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_util_cli_models.py                                                                  35             28            209
gptme/eval/swebench/evaluate.py                                                                39             61            208
gptme/lessons/skill_events.py                                                                  33             26            208
tests/test_anti_slop.py                                                                        81             43            208
tests/test_autocompact_scoring.py                                                              86             39            208
gptme/cli/cmd_batch.py                                                                         31              6            207
tests/test_server_v2_hooks.py                                                                  80             60            207
tests/test_oauth_openrouter.py                                                                 62              9            205
gptme/server/panels_api.py                                                                     51             51            204
tests/test_shell_stream_oneshot.py                                                             71             44            204
tests/test_util_file_storage.py                                                                51             36            203
tests/test_subagent_parent_isolation.py                                                        56             30            202
tests/test_tui_skill_events.py                                                                 22              4            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
tests/test_tools_todo.py                                                                       91             70            201
gptme/util/sound.py                                                                            65             72            200
tests/test_tutorial.py                                                                         85              7            200
gptme/hooks/guardrails.py                                                                      66             84            199
gptme/hooks/tests/test_active_context.py                                                       37             29            198
tests/test_vent.py                                                                             39             10            198
gptme/hooks/tests/test_server_elicit.py                                                        58             23            196
tests/test_tools_save.py                                                                       57             36            193
gptme/eval/suites/practical8.py                                                                68             62            191
tests/test_chats_clean.py                                                                      46             18            191
gptme/hooks/script.py                                                                          21              8            189
tests/test_computer_task.py                                                                   116             31            189
gptme/tools/morph.py                                                                           43             54            188
gptme/tools/pruner.py                                                                          44              0            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
gptme/config/core.py                                                                           59             84            185
gptme/eval/suites/practical14.py                                                               64             52            185
tests/test_computer_screenshot_cli.py                                                          53             12            183
tests/test_fold_mid_system.py                                                                  74             43            183
gptme/mcp/server.py                                                                            51             68            182
tests/test_k_best.py                                                                           76             23            182
tests/test_memory_tool.py                                                                      38             11            181
gptme/cli/cmd_stats.py                                                                         51             36            180
gptme/context/selector/file_selector.py                                                        50             61            180
gptme/hooks/time_awareness.py                                                                  50             74            180
gptme/tools/autocompact/events.py                                                              30             25            179
tests/test_dspy_hybrid.py                                                                      65             45            179
tests/test_foreground_output_dedup.py                                                          37             15            179
tests/test_tools_tmux.py                                                                       77             65            179
tests/test_dspy_basic.py                                                                       66             44            177
gptme/cli/cmd_tutorial.py                                                                      50             37            176
gptme/eval/suites/practical4.py                                                                47             24            176
tests/test_execute_msg_hook_call_id.py                                                         65             49            176
tests/test_browser_lynx.py                                                                     63             15            175
gptme/llm/llm_gptme.py                                                                         70            125            174
gptme/tools/request_tool_change.py                                                             35             33            173
tests/test_commands_llm.py                                                                     22              0            173
tests/test_workspace_memory_policy.py                                                          36              3            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
gptme/eval/agents/swebench.py                                                                  35             22            170
tests/test_toolspec_read_only.py                                                               40             11            170
gptme/server/acp_session_runtime.py                                                            34             30            169
gptme/util/git_worktree.py                                                                     40             67            169
gptme/util/tool_format.py                                                                      48             76            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_tools_elicit.py                                                                     50             25            167
tests/test_tools_time_awareness.py                                                             52             34            167
gptme/eval/suites/practical2.py                                                                46             18            164
gptme/util/cost_tracker.py                                                                     56             98            164
gptme/hooks/types.py                                                                           96            136            163
tests/test_tui_visual.py                                                                       50             47            163
tests/test_util_cost.py                                                                        29             26            163
gptme/cli/cmd_dataset.py                                                                       25             25            162
gptme/llm/_degeneration.py                                                                     41             74            162
gptme/cli/cmd_explain.py                                                                       33             26            161
tests/test_acp_protocol_logging.py                                                             56             15            160
tests/test_tree.py                                                                             64             40            160
gptme/llm/utils.py                                                                             56             92            159
gptme/util/tokens.py                                                                           46             69            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
tests/test_uri.py                                                                              55             30            158
gptme/dirs.py                                                                                  72             99            157
gptme/llm/llm_openai_models_deprecated.py                                                       5             14            157
gptme/util/__init__.py                                                                         34             29            157
tests/test_backtrack.py                                                                        39             11            157
tests/test_custom_providers.py                                                                 56            103            157
gptme/hooks/cli_confirm.py                                                                     52             59            156
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
gptme/server/app.py                                                                            39            138            153
tests/test_server_config_workspace_containment.py                                              42             46            153
tests/test_timings.py                                                                          66             50            153
tests/test_subagent_integration.py                                                             48             21            152
gptme/commands/account.py                                                                      46             20            151
gptme/eval/suites/behavioral/add_deprecation_warning.py                                        73            138            151
gptme/eval/suites/practical9.py                                                                69             76            151
gptme/eval/swebench/retrieval.py                                                               46             62            151
tests/test_util_tree.py                                                                        44             33            151
gptme/tools/autocompact/handlers.py                                                            31             27            150
gptme/tools/subagent/persistence.py                                                            29             36            150
tests/test_shell_max_output_bytes.py                                                           63             80            150
tests/test_tools_vision.py                                                                     38             34            150
gptme/server/client.py                                                                         63             79            149
gptme/llm/models/types.py                                                                      61            110            148
tests/fixtures/provider_test_scaffold.py                                                       76             68            148
tests/test_browser_state.py                                                                    75             31            148
tests/test_util_install.py                                                                     34             31            148
gptme/eval/agents/__init__.py                                                                  24             15            147
gptme/util/clipboard.py                                                                        22             12            147
tests/test_master_context.py                                                                   39             24            147
gptme/acp/__main__.py                                                                          52             57            146
gptme/hooks/token_awareness.py                                                                 47             46            146
tests/test_misc_subprocess_timeouts.py                                                         48             30            146
gptme/tools/form.py                                                                            42             64            145
tests/test_file_selector_integration.py                                                        50             23            145
gptme/lessons/skill_commands.py                                                                47             58            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_server_elicitation.py                                                               47             17            141
gptme/server/api_v2_agents.py                                                                  25             17            139
tests/test_dspy_integration.py                                                                 54             32            139
tests/test_tools_token_awareness.py                                                            59             47            139
gptme/config/trust.py                                                                          54             45            138
gptme/eval/suites/practical5.py                                                                67             80            138
tests/test_computer_milestone_integration.py                                                   61             59            138
tests/test_util_content.py                                                                     49             25            137
gptme/hooks/tool_target_instructions.py                                                        37             47            136
gptme/eval/swebench/utils.py                                                                   30             10            135
gptme/tools/autocompact/context_provider.py                                                    51             54            135
gptme/tools/elicit.py                                                                          40            121            135
tests/test_chat_config.py                                                                      53             44            135
tests/test_cli_explain.py                                                                      53             18            135
tests/test_prompt_fragments.py                                                                 20              1            135
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_shell_parser.py                                                                     31             17            131
gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py                   41             72            130
gptme/hooks/injection_screening.py                                                             31             34            130
gptme/util/replay.py                                                                           42             49            129
tests/test_agent_workspace_timeouts.py                                                         41             22            129
tests/test_snapshot_list.py                                                                    45              7            129
tests/test_acp_adapter.py                                                                      42             33            128
tests/test_cwe214_docker_env_leak.py                                                           42             41            128
tests/test_server_webui_dir.py                                                                 61             23            128
gptme/hooks/tests/test_markdown_validation.py                                                  29             21            127
tests/test_server_tools_allowlist.py                                                           47              2            127
gptme/eval/suites/practical21.py                                                               76            184            126
tests/test_active_context.py                                                                   41             22            126
tests/test_docs_structure.py                                                                   31             29            126
gptme/hooks/tests/test_cache_awareness.py                                                      47             34            125
gptme/k_best.py                                                                                34             40            125
gptme/server/skills_api.py                                                                     32              4            125
tests/test_util_context_dedup.py                                                               61             43            125
gptme/hooks/confirm.py                                                                         57             95            124
gptme/prompt_queue.py                                                                          41             22            124
gptme/server/metrics.py                                                                        37             19            124
tests/test_treeofthoughts.py                                                                   34             23            124
gptme/eval/suites/behavioral/handle_specific_exception.py                                      15              8            123
gptme/hooks/form_autodetect.py                                                                 48             65            123
tests/test_computer_risk_streaming.py                                                          54             44            123
tests/test_prompt.py                                                                           36             36            123
gptme/commands/export.py                                                                       31             21            122
gptme/eval/suites/practical11.py                                                               53             26            122
gptme/eval/suites/practical12.py                                                               56             49            122
gptme/hooks/server_confirm.py                                                                  51             59            122
tests/test_subagent_planner_roles.py                                                           39             30            121
tests/test_util_interrupt.py                                                                   48             38            121
tests/test_eval_format_routing.py                                                              30             25            120
gptme/plugins/registry.py                                                                      40             41            119
tests/test_integration_phase4.py                                                               22             19            119
tests/test_openai_responses_input.py                                                           12              1            119
gptme/eval/suites/practical20.py                                                               77            190            118
tests/test_cost_cache_cold_warning.py                                                          33              8            118
gptme/commands/backtrack.py                                                                    31             29            117
tests/test_util_clipboard_paste.py                                                             27             14            117
gptme/eval/suites/behavioral/add_type_hints.py                                                 40             97            116
gptme/util/ask_execute.py                                                                      26             44            116
tests/test_agent_service_timeouts.py                                                           19             18            116
scripts/auto_rename_logs.py                                                                    34             23            115
tests/thread_leak.py                                                                           34             55            115
gptme/eval/suites/practical18.py                                                               52            117            114
gptme/hooks/server_elicit.py                                                                   52             56            113
gptme/llm/llm_openrouter_subscription.py                                                       35             43            113
tests/test_cli_auth.py                                                                         24              4            113
tests/test_lessons_status.py                                                                   67             96            113
tests/test_chats_rename.py                                                                     42             16            112
tests/test_server_host_validation.py                                                           46             29            112
tests/test_subagent_tool_format.py                                                             31             17            112
gptme/eval/types.py                                                                            35             69            110
gptme/tools/computer_semantic.py                                                               61            129            110
gptme/util/export.py                                                                           26             29            110
tests/test_computer_run_task_cli.py                                                            40             14            109
tests/test_cost_awareness_delayed_warning.py                                                   42             32            108
gptme/eval/suites/practical29.py                                                               69            129            107
tests/test_build_changelog.py                                                                  24             13            107
tests/test_server_perf.py                                                                      23             38            107
tests/test_tools_chats.py                                                                      26             19            107
gptme/eval/suites/practical28.py                                                               66            155            106
tests/test_setup_completions.py                                                                32              6            106
gptme/cli/checkpoint.py                                                                        23             14            105
gptme/eval/suites/behavioral/implement_lru_cache.py                                            56            101            105
gptme/eval/suites/practical13.py                                                               47             47            105
gptme/eval/suites/practical19.py                                                               58            133            105
gptme/eval/suites/behavioral/implement_event_emitter.py                                        48             94            104
gptme/eval/suites/practical22.py                                                               76            174            104
gptme/tools/choice.py                                                                          34             41            104
scripts/train/collect.py                                                                       35             52            104
gptme/lessons/matcher.py                                                                       35             47            103
tests/test_browser_session_persistence.py                                                      62             33            103
tests/test_server_parent_death_watcher.py                                                      25             38            103
tests/test_tools_choice.py                                                                     51             26            103
tests/test_util_output_storage.py                                                              23             13            103
gptme/eval/suites/practical23.py                                                               75            190            102
gptme/eval/suites/practical30.py                                                               68            110            102
gptme/tools/vent.py                                                                            40             65            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/autocompact/decision.py                                                            35             74            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/screenshot.py                                                                      30             45            100
tests/test_command_completion.py                                                               33             23            100
tests/test_hooks_mcp_namespace_hint.py                                                         30             14            100
gptme/__version__.py                                                                           21             17             99
gptme/eval/suites/practical24.py                                                               78            204             99
gptme/eval/suites/practical26.py                                                               72            162             99
gptme/eval/suites/practical31.py                                                               69            112             99
gptme/eval/swe_extra/run_swe_extra.py                                                          25             15             99
gptme/tools/vision.py                                                                          35             36             99
tests/test_generation_pre_snapshot_boundary.py                                                 38             39             99
tests/test_knowledge_subprocess.py                                                              8              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_agent_fork_command.py                                                               18              5             95
tests/test_session.py                                                                          40             21             95
tests/test_server_v2_sse.py                                                                    26             27             94
gptme/config/__init__.py                                                                        7             16             93
gptme/util/context_budget.py                                                                   21             53             92
gptme/plugins/entrypoints.py                                                                   28             49             91
gptme/prompts/chat_history.py                                                                  34             27             91
gptme/tools/_url_safety.py                                                                     32             50             91
scripts/smoke_frozen_server.py                                                                 15             14             91
tests/test_server_etag.py                                                                      22              5             91
tests/test_shell_sigterm.py                                                                    11             57             91
gptme/acp/types.py                                                                             25             13             90
gptme/hooks/knowledge_inject.py                                                                21             37             90
tests/test_agent_memory.py                                                                     26             17             90
gptme/cli/cmd_slop.py                                                                          17             10             89
gptme/eval/tbench/run.py                                                                       16             12             89
tests/test_swebench_utils.py                                                                   27              2             89
gptme/commands/__init__.py                                                                     16             21             88
gptme/tools/memory.py                                                                          34             40             88
tests/test_commands_rag.py                                                                     16              2             88
tests/test_server_cors.py                                                                      33             20             88
gptme/eval/suites/behavioral/circuit_breaker.py                                                53            118             87
gptme/llm/models/recommended.py                                                                19             29             87
gptme/prompts/context_cmd.py                                                                   12             18             87
gptme/util/tree.py                                                                             21             15             87
scripts/verify_cloudflare_pages_deep_links.py                                                  17              1             87
tests/test_browser_github_routing.py                                                           27              0             86
gptme/eval/suites/behavioral/implement_memoization.py                                          50            112             85
tests/test_util.py                                                                             42             85             85
gptme/tools/_browser_lynx.py                                                                   11              8             84
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
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_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_prompt_queue.py                                                                     33             15             80
tests/test_prompt_skills_summary.py                                                            44             44             80
gptme/cli/cmd_agents.py                                                                        19             14             79
gptme/eval/suites/behavioral/rate_limiting.py                                                  52            118             78
gptme/util/context_savings.py                                                                  20              6             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/context/compress.py                                                                      63            131             76
gptme/util/output_storage.py                                                                   31             40             76
gptme/eval/pass_rate_gate.py                                                                   23             44             75
gptme/llm/models/__init__.py                                                                    4             12             75
gptme/memory/policy.py                                                                         11              7             75
tests/test_markdown_validation.py                                                              43             34             75
tests/test_shell_issue729.py                                                                   50             52             75
gptme/eval/suites/behavioral/retry_with_backoff.py                                             30             49             74
gptme/tools/subagent/control.py                                                                19              3             74
tests/test_subscription_pricing.py                                                             27             14             74
gptme/tools/progress.py                                                                        24             53             73
tests/test_pytest_timeout_retry_interaction.py                                                 21             25             73
tests/test_shell_issue772.py                                                                   48             47             73
gptme/constants.py                                                                             40             44             72
tests/test_acp_e2e_smoke.py                                                                    23             27             71
gptme/llm/llm_anthropic_models_deprecated.py                                                    5             11             70
gptme/llm/retry_abort.py                                                                       24             66             70
gptme/session.py                                                                               39             64             70
gptme/config/project.py                                                                        23             28             69
gptme/context/selector/llm_based.py                                                            32             38             69
gptme/memory/match.py                                                                          16             13             69
gptme/util/generate_name.py                                                                     5              6             69
tests/test_server_audio_transcription.py                                                       20             15             69
gptme/util/context_measurement.py                                                              13             20             68
tests/test_hooks_form_autodetect.py                                                            22             34             68
tests/test_docs_tool_formats_coverage.py                                                       16             15             67
tests/test_tools_form.py                                                                       22             19             67
gptme/eval/swe_extra/swe_bench_constants.py                                                     9              9             66
gptme/tools/autocompact/__init__.py                                                             3             14             66
gptme/util/master_context.py                                                                   28             38             66
tests/test_util_context_savings.py                                                             12              0             66
gptme/eval/suites/behavioral/fix_mutable_default.py                                            31             57             65
gptme/eval/tbench/agent.py                                                                     20             24             65
gptme/logmanager/conv_checkpoints.py                                                           21             19             65
tests/test_computer_api.py                                                                     90            401             65
tests/test_eval_tool_efficiency.py                                                             20             11             64
gptme/eval/filestore.py                                                                        11              8             63
gptme/lessons/skills/python-repl/python_helpers.py                                             28             26             63
gptme/memory/roots.py                                                                          18             16             63
gptme/context/config.py                                                                        20             46             62
gptme/eval/suites/__init__.py                                                                  22             18             62
gptme/eval/suites/behavioral/test_driven_error_handling.py                                     35             56             62
gptme/eval/suites/init_projects.py                                                             21              1             62
gptme/util/_sound_cmd.py                                                                       22             17             62
gptme/eval/suites/behavioral/add_logging.py                                                    27             39             61
gptme/llm/retry_policy.py                                                                      19             24             60
gptme/tools/_browser_perplexity.py                                                             22             16             60
tests/test_llm_mock.py                                                                         22             12             60
tests/test_shell_output_mixing_issue408.py                                                     25             29             60
gptme/context/selector/rule_based.py                                                           20             13             59
gptme/eval/suites/behavioral/merge_conflict_resolution.py                                      31             63             59
gptme/eval/suites/behavioral/noisy_worktree_fix.py                                             45             77             59
gptme/eval/suites/behavioral/scope_discipline_bugfix.py                                        37             52             59
gptme/util/uri.py                                                                              29             42             59
tests/test_eval_practical20.py                                                                 27              8             59
tests/test_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_validate_release_package.py                                                         14              1             58
gptme/tools/clarify.py                                                                         17             26             57
tests/test_entrypoints.py                                                                      26             37             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
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
gptme/hooks/cwd_changed.py                                                                     18             11             54
gptme/hooks/mcp_namespace_hint.py                                                              21             24             54
tests/test_computer_artifacts.py                                                               14              3             54
tests/test_server_skills_api.py                                                                13              1             54
gptme/credentials.py                                                                           16              7             53
gptme/util/context_dedup.py                                                                    41             93             53
gptme/util/terminal.py                                                                         28             23             53
tests/test_eval_practical17.py                                                                 33              3             53
tests/test_eval_practical18.py                                                                 23              4             53
tests/test_eval_practical19.py                                                                 23              6             53
tests/test_server_tts_api.py                                                                   21              0             53
gptme/llm/provider_plugins.py                                                                  40             37             52
tests/test_util_export.py                                                                      25             17             52
gptme/hooks/markdown_validation.py                                                             36             41             51
tests/test_github_bot.py                                                                       12              1             51
gptme/eval/suites/behavioral/remove_dead_code.py                                               40             63             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/tools/subagent/concurrency.py                                                            12             10             49
tests/test_execute_msg_defensive.py                                                            19             19             49
gptme/tools/_allowlist.py                                                                      18             15             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
tests/test_dspy_gepa.py                                                                        18              9             46
tests/test_import_boundaries.py                                                                 8             12             46
gptme/eval/suites/behavioral/debug_data_pipeline.py                                            30             61             45
tests/test_demo_capture.py                                                                     19              9             45
tests/test_util_generate_name.py                                                               17             10             45
gptme/logmanager/__init__.py                                                                    4              9             44
tests/test_pdf_to_images.py                                                                    13             13             43
gptme/eval/suites/behavioral/stage_new_files.py                                                12             18             42
tests/test_server_cli_fallback.py                                                              16             12             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
gptme/eval/cost.py                                                                             18             25             40
gptme/util/file_storage.py                                                                     30             47             40
scripts/validate_release_package.py                                                            12              4             40
gptme/context/selector/hybrid.py                                                               14             16             39
gptme/util/keyword_matching.py                                                                 35             66             39
tests/test_shell_fd_leak.py                                                                    23             16             39
tests/test_utils.py                                                                            14             17             38
gptme/__init__.py                                                                               8              3             36
gptme/cli/wut.py                                                                               13             12             36
gptme/commands/rag.py                                                                          17              8             36
tests/test_message_command.py                                                                  14             13             36
gptme/eval/suites/behavioral/iterative_debug.py                                                28             39             35
tests/test_tools_pruner.py                                                                      9              0             35
gptme/tools/subagent/context.py                                                                22             81             34
tests/test_cli_confirm_hook.py                                                                 24             20             34
tests/test_credentials.py                                                                      16              0             34
gptme/context/__init__.py                                                                       8              8             33
gptme/memory/__init__.py                                                                        3              4             33
tests/test_shell_for_loop_issue724.py                                                          16             24             33
gptme/eval/suites/behavioral/_common.py                                                         9              5             32
gptme/hooks/tests/test_auto_confirm.py                                                         12              4             32
gptme/context/selector/__init__.py                                                             12             16             31
gptme/util/content.py                                                                          18             24             30
gptme/util/install.py                                                                          13             25             30
gptme/hooks/cwd_awareness.py                                                                   11             18             29
gptme/util/git_cmd.py                                                                          12             30             29
tests/test_package_exports.py                                                                  10              3             29
gptme/eval/swebench/__init__.py                                                                 1              0             28
tests/test_eval_practical16.py                                                                 11              0             28
tests/test_tool_preview_content.py                                                             12              3             28
gptme/util/useredit.py                                                                         11             13             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
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/interrupt.py                                                                        13             15             23
gptme/util/conversation_ids.py                                                                  7              4             22
tests/test_credentials_integration.py                                                           8              0             22
gptme/acp/__init__.py                                                                           5             13             21
gptme/context/selector/config.py                                                                8              8             21
gptme/lessons/__init__.py                                                                       7             15             21
gptme/agent/__init__.py                                                                         3              6             19
tests/test_constants.py                                                                        11             13             19
tests/test_server_cli_tools.py                                                                 12              4             19
tests/test_tools_shell_multiline.py                                                             7             19             19
tests/test_browser_format.py                                                                    8              6             18
gptme/eval/dspy/__init__.py                                                                    11             13             17
gptme/eval/suites/browser.py                                                                    5              0             17
gptme/plugins/plugin.py                                                                        25             39             17
tests/test_session_allowlist_isolation.py                                                      14             31             17
gptme/cli/__init__.py                                                                          10             13             15
gptme/tools/autocompact/recovery.py                                                             7              6             15
tests/test_llm_summarize_terminal_projection.py                                                 9              9             15
tests/test_screenshot.py                                                                        9              6             15
gptme/util/multiprompt.py                                                                       6              8             14
gptme/__main__.py                                                                               2              0             12
gptme/util/stdio.py                                                                             8              9             12
gptme/server/__init__.py                                                                        5              8              9
gptme/server/constants.py                                                                       7             11              9
gptme/eval/tbench/__init__.py                                                                  13             22              8
gptme/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:                                                                                        75137          70730         289680
-------------------------------------------------------------------------------------------------------------------------------
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: 926
  Total blocks: 20945
  Average complexity: 3.7871568393411317

Most Complex Functions (D+):
  gptme/codeblock.py
      F 102:0 _find_heredoc_terminator - E
      F 240:0 _scan_ipython_triple_quote - D
  gptme/plugins/__init__.py
      F 205:0 _load_plugin - D
  gptme/info.py
      F 431:0 format_version_info - D
  gptme/message.py
      F 614:0 format_msgs - D
      F 720:0 print_msg - D
  gptme/tools/shell_flags.py
      F 414:0 _split_lines - D
      F 560:0 _check_segment - D
  gptme/tools/computer.py
      F 1386:0 _dispatch_transport - D
  gptme/tools/chats.py
  gptme/tools/read.py
      F 161:0 _read_one - E
      F 305:0 execute_read - D
  gptme/tools/shell_background.py
      M 148:4 BackgroundJob._read_output - D
  gptme/tools/mcp.py
  gptme/tools/hashline_edit.py
      F 808:0 execute_hashline_edit - D
  gptme/tools/shell.py
      M 1083:4 ShellSession._run_pipe - E
      M 1303:4 ShellSession._read_output_windows - E
      F 3370:0 _explicit_timeout_seconds - D
      M 844:4 ShellSession._run_with_tty - D
  gptme/tools/gh.py
      F 99:0 _wait_for_checks - D
  gptme/tools/mcp_adapter.py
      F 200:0 create_mcp_tools - D
  gptme/tools/lessons.py
      F 244:0 auto_include_lessons_hook - D
  gptme/tools/shell_validation.py
      F 386:0 _has_sensitive_args - D
  gptme/tools/complete.py
      F 190:0 complete_hook - E
      F 679:0 stuck_detect_hook - D
  gptme/tools/watch.py
      F 998:0 _watch - E
  gptme/tools/subagent/execution.py
      F 347:0 _create_subagent_thread - E
      F 119:0 _resolve_profile_tools - D
      F 668:0 _run_subagent_subprocess - D
  gptme/tools/subagent/batch.py
  gptme/tools/subagent/api.py
  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/tmux.py
      F 423:0 execute_tmux - D
  gptme/tools/base.py
      F 395:0 render_tool_conditionals - D
  gptme/tools/autocompact/resume.py
  gptme/tools/autocompact/hook.py
      F 175:0 autocompact_hook - E
  gptme/tools/autocompact/engine.py
  gptme/tools/python.py
      F 345:0 execute_python - D
  gptme/telemetry.py
      F 398:0 record_llm_request - D
  gptme/init.py
      F 159:0 init_model - D
      F 319:0 _record_selection_trace - D
  gptme/server/api_v2_agents.py
      F 57:0 api_agents_put - D
  gptme/server/api_v2.py
      F 1683:0 api_conversation_put - E
      F 2146:0 api_conversation_edit_message - E
      F 2928:0 api_conversation_config_patch - E
      F 1544:0 api_conversation - E
      F 1901:0 api_conversation_post - E
  gptme/server/tasks_api.py
      F 396:0 get_git_status - D
      F 856:0 api_tasks_update - D
  gptme/server/session_step.py
      F 454:0 _acp_step - D
  gptme/server/openapi_docs.py
      F 1146:0 _convert_to_openapi_nullable - D
  gptme/server/api_v2_sessions.py
      F 670:0 api_conversation_tool_confirm - E
      F 1142:0 api_conversation_transcript - D
      F 914:0 api_conversation_rerun - D
  gptme/server/a2a_api.py
      F 494:0 _task_from_conversation - D
  gptme/acp/agent.py
      M 655:4 GptmeAgent.new_session - E
      M 1128:4 GptmeAgent.prompt - D
  gptme/eval/suites/practical16.py
      F 68:0 check_queue_all_producers_mentioned - D
  gptme/eval/main.py
  gptme/eval/leaderboard.py
      F 928:0 compute_rate_trends - D
      F 692:0 aggregate_per_test - D
  gptme/eval/run.py
      F 333:0 execute - E
  gptme/eval/dspy/hybrid_optimizer.py
      C 239:0 TaskComplexity - D
      M 283:4 TaskComplexity.analyze - D
  gptme/eval/trends.py
      F 157:0 compute_diff - D
  gptme/config/models.py
      M 384:4 ProjectConfig.from_dict - D
  gptme/config/core.py
      M 87:4 Config.mcp - D
  gptme/config/cli_setup.py
  gptme/config/chat.py
      M 160:4 ChatConfig.from_dict - D
      M 307:4 ChatConfig.save - D
  gptme/config/user.py
      F 932:0 _merge_config_data - E
  gptme/context/selector/rule_based.py
      M 27:4 RuleBasedSelector.select - D
  gptme/context/selector/file_selector.py
  gptme/memory/schema.py
  gptme/hooks/token_awareness.py
      F 93:0 add_token_usage_warning - D
  gptme/hooks/registry.py
      M 178:4 HookRegistry.trigger - D
  gptme/hooks/cli_confirm.py
      F 173:0 _looks_like_diff - D
  gptme/hooks/workspace_agents.py
      F 1357:0 scan_agents - D
  gptme/hooks/tool_target_instructions.py
      F 67:0 _extract_paths - D
  gptme/hooks/time_awareness.py
      F 161:0 add_time_message - E
  gptme/hooks/__init__.py
      F 115:0 init_hooks - D
  gptme/hooks/guardrails.py
      F 241:0 guardrail_hook - D
  gptme/workspace_snapshot.py
      F 417:0 prune_by_age - D
  gptme/agent/doctor.py
      F 339:0 check_lessons - E
  gptme/commands/llm.py
      F 188:0 cmd_tools - D
      F 279:0 cmd_context - D
  gptme/commands/meta.py
      F 142:0 cmd_plugin - E
  gptme/commands/checkpoint.py
      F 43:0 cmd_checkpoint - D
  gptme/commands/snapshot.py
      F 42:0 _print_prunable - D
  gptme/commands/backtrack.py
      F 65:0 cmd_backtrack - D
  gptme/tui/app.py
      M 2347:4 GptmeApp._generation_body - D
      M 1116:4 ChatInput._on_key - D
      F 800:0 renderables_for_message - D
  gptme/lessons/parser.py
      F 273:0 parse_lesson - D
  gptme/lessons/index.py
      M 97:4 LessonIndex._default_dirs - E
      M 508:4 LessonIndex._load_manifest_skill_stubs - D
      M 331:4 LessonIndex._index_directory - D
  gptme/lessons/installer.py
      F 240:0 install_skill - E
      F 507:0 check_dependencies - D
  gptme/lessons/auto_include.py
      F 264:0 _classify_lesson - D
  gptme/lessons/hybrid_matcher.py
      M 394:4 HybridLessonMatcher._match_with_bm25 - D
  gptme/prompts/templates.py
      F 91:0 prompt_gptme - E
  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/cli/auth.py
      F 57:0 auth_login - D
  gptme/cli/cmd_hooks.py
      F 265:0 run - D
  gptme/cli/cmd_knowledge.py
      F 288:0 knowledge_search_cmd - D
  gptme/cli/main.py
  gptme/cli/cmd_review_pr.py
      F 1107:0 review_pr - D
      F 657:0 _spawn_review_session - D
  gptme/cli/cmd_review_watch.py
  gptme/cli/doctor.py
      F 1585:0 _check_plugins - E
      F 417:0 _provider_repair_needed - D
      F 1004:0 _check_computer - D
  gptme/cli/cmd_computer.py
      F 1409:0 doctor_cmd - E
      F 1170:0 latency_cmd - D
      F 1751:0 demo_cmd - D
  gptme/cli/cmd_skills.py
      F 18:0 skills_list - D
  gptme/cli/cmd_memory.py
      F 544:0 memory_migrate_knowledge_jsonl - D
  gptme/cli/util.py
      F 1099:0 llm_generate - D
      F 1645:0 models_test - D
  gptme/cli/cmd_service.py
      F 597:0 init - E
  gptme/cli/cmd_agents.py
      F 25:0 run_scan - D
  gptme/util/ask_execute.py
      F 69:0 execute_with_confirmation - D
  gptme/util/tool_format.py
      F 104:0 format_tools_list - D
  gptme/util/gh.py
      F 1103:0 get_github_run_logs - D
      F 1295:0 search_github_issues - D
      F 1401:0 search_github_prs - D
      F 1503:0 merge_github_pr - D
  gptme/util/prompt.py
      M 294:4 GptmeCompleter.get_completions - D
  gptme/util/capabilities_export.py
      F 549:0 validate_snapshot - D
  gptme/util/_telemetry.py
      F 326:0 init_telemetry - D
  gptme/util/context.py
      F 501:0 include_paths - E
      F 989:0 _resource_to_codeblock - E
  gptme/util/reduce.py
      F 291:0 _drop_orphaned_tool_pairs - D
      F 362:0 limit_log - D
  gptme/util/cost_display.py
      F 392:0 display_costs - D
      F 227:0 gather_conversation_costs - D
  gptme/llm/openai_responses.py
      F 363:0 _stream_responses_events - E
  gptme/llm/llm_anthropic.py
      F 1413:0 _prepare_messages_for_api - D
      F 787:0 chat - D
  gptme/llm/models/listing.py
      F 294:0 list_models - D
  gptme/llm/models/resolution.py
  gptme/llm/llm_openai.py
      F 1133:0 chat - E
      F 566:0 init - E
      F 850:0 _handle_openai_transient_error - D
      F 1436:0 extra_body - D
      F 2159:0 _handle_tools - D
      F 260:0 _record_usage - D
  gptme/llm/__init__.py
  gptme/chat.py
      F 324:0 _run_chat_loop - E
      F 529:0 _process_message_conversation - E
      F 149:0 chat - D
  tests/test_server_v2_tool_confirmation.py
      F 15:0 test_tool_confirmation_flow - D
  tests/test_skill_metrics.py
      F 100:0 test_ledger_and_metrics_agree_without_duplicate_terminal_counts - E
  tests/test_eval_behavioral_solutions.py
      F 55:0 _apply_solution - E
  tests/test_skill_events.py
      F 32:0 test_queue_is_not_completion_and_terminal_requires_valid_transition - D
  tests/test_config.py
      F 2196:0 test_runtime_config_builtin_defaults_lifecycle - E
      F 963:0 test_project_config_loaded_from_toml - D
      F 1000:0 test_project_config_loaded_from_json - D
  tests/test_server.py
      F 315:0 test_api_conversation_list_detail_flag - D
  tests/test_server_default_profile.py
      F 255:0 test_runtime_fragments_survive_patch_and_restart - D
  tests/test_commands_llm.py
      F 105:0 test_commands_refresh_runtime_fragments_from_live_config - D
  tests/test_util_cli.py
      F 19:0 test_tokens_count - D
      F 411:0 test_tools_list - D
      F 563:0 test_models_list - D
      F 1106:0 test_context_tree_respects_gitignore_anchored_and_negation - D
  tests/test_openai_responses_input.py
      F 18:0 test_missing_tool_results_are_paired_without_replacing_real_results - D
  tests/test_memory_store.py
      M 385:4 TestStore.test_concurrent_supersede_keeps_links_consistent - D
  tests/test_server_v2_auto_stepping.py
      F 16:0 test_auto_stepping - E
      F 340:0 test_multi_tool_per_message - D
  scripts/treeofthoughts.py
      F 183:0 tree_search - D
  scripts/demo_capture.py
      F 485:0 main - D
  scripts/github_bot.py
      F 554:0 main - D
  scripts/check_rst_formatting.py
      F 62:0 check_lines - E
  scripts/auto_rename_logs.py
      F 32:0 auto_rename_logs - D
  scripts/docs_structure.py
      F 263:0 check_nav - E
  scripts/eval_phase0_pruning.py
      F 376:0 main - D

Largest Files (>300 SLOC):
  5642 tests/test_subagent_unit.py
  4336 tests/test_server_v2.py
  3562 tests/test_llm_openai.py
  3160 gptme/server/api_v2.py
  2936 gptme/tools/shell.py
  2854 tests/test_tools_subagent.py
  2564 tests/test_auto_compact.py
  2544 tests/test_config.py
  2441 tests/test_doctor.py
  2252 tests/test_eval_behavioral.py
  2132 tests/test_tools_shell.py
  2130 tests/test_util_review.py
  2053 gptme/tui/app.py
  2047 tests/test_server_v2_sessions.py
  1975 gptme/llm/llm_openai.py
  1939 gptme/tools/computer.py
  1904 tests/test_tui.py
  1727 gptme/cli/cmd_computer.py
  1672 gptme/cli/doctor.py
  1617 tests/test_cli.py
  1597 tests/test_init.py
  1488 tests/test_acp_agent.py
  1388 tests/test_chat.py
  1379 tests/test_codeblock.py
  1365 gptme/cli/util.py
  1361 gptme/cli/main.py
  1299 tests/test_tools_computer.py
  1289 gptme/tools/subagent/api.py
  1285 tests/test_util_cli_review_watch.py
  1256 gptme/hooks/workspace_agents.py
  1232 tests/test_util_cli.py
  1231 gptme/acp/agent.py
  1230 gptme/util/gh.py
  1188 tests/test_tools_shell_validation.py
  1187 gptme/eval/leaderboard.py
  1172 tests/test_util_gh.py
  1157 gptme/server/session_step.py
  1153 tests/test_server.py
  1127 tests/test_eval_behavioral_solutions.py
  1095 tests/test_memory_store.py
  1091 tests/test_llm_utils.py
  1086 tests/test_tools_base.py
  1029 tests/test_tools_browser.py
  1026 gptme/tools/base.py
  1021 tests/test_tools_complete.py
  1004 tests/test_tools_hashline_edit.py
   999 gptme/llm/llm_anthropic.py
   995 tests/test_eval.py
   982 tests/test_cmd_service.py
   978 gptme/server/api_v2_sessions.py
   972 tests/test_info.py
   957 tests/test_lessons_auto_include.py
   956 gptme/hooks/tests/test_workspace_agents.py
   947 gptme/eval/dspy/tasks.py
   945 gptme/eval/main.py
   944 gptme/server/openapi_docs.py
   941 tests/test_logmanager.py
   937 gptme/tools/subagent/execution.py
   903 gptme/cli/cmd_review_pr.py
   897 gptme/tools/watch.py
   889 tests/test_eval_leaderboard.py
   886 gptme/llm/__init__.py
   881 tests/test_computer_audit.py
   864 tests/test_tools_convert.py
   856 gptme/logmanager/manager.py
   843 tests/test_knowledge.py
   837 tests/test_shell_background.py
   831 tests/test_tasks_api.py
   821 tests/test_util_gh_mocked.py
   820 gptme/eval/suites/computer.py
   819 tests/test_eval_computer_suite.py
   816 tests/test_prompt_templates.py
   804 gptme/llm/models/data.py
   801 tests/test_sandbox.py
   794 gptme/tools/convert.py
   781 tests/test_cost_display.py
   781 gptme/tools/browser.py
   758 tests/test_tools.py
   751 gptme/eval/execenv.py
   750 tests/test_acp_session_runtime.py
   747 gptme/tools/shell_background.py
   746 tests/test_llm_anthropic.py
   743 tests/test_server_workspace.py
   743 gptme/chat.py
   742 gptme/util/context.py
   733 gptme/tools/chats.py
   724 tests/test_llm_openai_subscription.py
   720 gptme/cli/cmd_review_watch.py
   719 gptme/cli/setup.py
   717 gptme/config/user.py
   716 tests/test_hooks_registry.py
   715 gptme/eval/suites/basic.py
   713 tests/test_tools_gh.py
   713 tests/test_computer_transport.py
   713 gptme/tools/subagent/batch.py
   712 gptme/tools/mcp_adapter.py
   707 tests/test_agent.py
   707 gptme/tools/_browser_playwright.py
   705 gptme/tools/hashline_edit.py
   684 gptme/tools/__init__.py
   683 gptme/cli/cmd_service.py
   680 gptme/server/tasks_api.py
   677 tests/test_llm_models_resolution.py
   672 tests/test_relevance_pruning.py
   655 gptme/cli/cmd_memory.py
   640 tests/test_json_output.py
   639 tests/test_tools_restart.py
   638 tests/test_tools_watch.py
   626 tests/test_subagent_budget.py
   626 tests/test_prompts.py
   612 tests/test_lessons.py
   610 tests/test_message.py
   609 scripts/github_bot.py
   609 gptme/llm/llm_openai_subscription.py
   607 tests/test_computer_doctor_cmd.py
   602 tests/test_lessons_index.py
   600 tests/conftest.py
   599 gptme/util/capabilities_export.py
   596 gptme/tools/gh.py
   595 tests/test_server_panels.py
   593 gptme/eval/run.py
   589 gptme/prompts/__init__.py
   587 tests/test_mcp_server.py
   583 gptme/tools/complete.py
   580 tests/test_tools_lessons.py
   578 tests/test_tools_request_tool_change.py
   578 tests/test_tools_precommit.py
   576 tests/test_lessons_parser.py
   573 tests/test_skill_installer.py
   567 scripts/github_ci_self_heal.py
   567 gptme/tools/computer_transport.py
   555 gptme/server/a2a_api.py
   554 tests/test_eval_subagent.py
   552 tests/test_util_cli_mcp.py
   552 gptme/tools/autocompact/resume.py
   551 tests/test_memory_index_policy.py
   549 tests/test_context_scout.py
   546 tests/test_computer_actions.py
   543 tests/test_subagent_persistence.py
   543 gptme/tools/subagent/__init__.py
   541 gptme/server/artifacts_api.py
   539 tests/test_server_path_traversal.py
   539 tests/test_execenv.py
   538 tests/test_cc_memory.py
   537 tests/test_model_attestation.py
   534 tests/test_gptme_provider.py
   531 tests/test_dirs.py
   531 tests/test_context.py
   529 tests/test_server_subscription_connect.py
   527 gptme/hooks/tests/test_agents_md_inject.py
   525 tests/test_hooks_cost_awareness.py
   524 tests/test_server_bad_input.py
   514 tests/test_commands.py
   514 gptme/lessons/installer.py
   511 gptme/tools/shell_validation.py
   507 gptme/memory/store.py
   506 tests/test_capabilities_export.py
   505 tests/test_server_session_models.py
   503 gptme/hooks/registry.py
   502 tests/test_served_model_metadata.py
   502 gptme/message.py
   493 gptme/tools/python.py
   492 tests/test_tools_patch_many.py
   487 gptme/cli/cmd_chats.py
   486 tests/test_tui_e2e.py
   486 gptme/server/workspace_api.py
   484 tests/test_hooks_cache_awareness.py
   484 gptme/codeblock.py
   483 gptme/tools/tmux.py
   482 tests/test_computer_demo_cmd.py
   479 tests/test_llm_models.py
   477 tests/test_snapshot_command.py
   476 tests/test_eventlog.py
   473 tests/test_dataset.py
   472 gptme/hooks/tests/test_cost_awareness.py
   471 gptme/server/session_models.py
   458 tests/test_llm_auth.py
   456 tests/test_llm_openai_sampling.py
   456 gptme/agent/workspace.py
   454 gptme/llm/llm_openai_models.py
   452 gptme/lessons/index.py
   451 scripts/demo_capture.py
   447 gptme/hooks/tests/test_time_awareness.py
   446 tests/test_server_skill_events.py
   445 scripts/analyze_compression.py
   444 tests/test_shell_foreground_promotion.py
   444 gptme/util/_telemetry.py
   442 gptme/tools/shell_flags.py
   438 tests/test_util_cli_providers.py
   436 tests/test_computer_api.py
   435 tests/test_mcp_adapter.py
   426 gptme/util/prompt.py
   425 tests/test_tools_browser_thread.py
   425 gptme/telemetry.py
   423 tests/test_external_sessions.py
   422 tests/test_lessons_commands.py
   421 gptme/eval/dspy/prompt_optimizer.py
   420 gptme/llm/openai_responses.py
   419 gptme/agent/service.py
   418 tests/test_telemetry.py
   418 tests/context/test_task_analyzer.py
   418 gptme/lessons/auto_include.py
   417 tests/test_unified_plugins.py
   417 gptme/prompts/workspace.py
   417 gptme/cli/auth.py
   415 tests/test_server_artifacts.py
   414 tests/test_subagent_worktree_isolation.py
   410 gptme/tools/autocompact/engine.py
   409 tests/test_provider_plugins.py
   407 gptme/tools/subagent/hooks.py
   406 gptme/util/cost_display.py
   404 tests/test_llm_validate.py
   399 gptme/eval/suites/subagent.py
   398 tests/test_tools_mcp.py
   396 tests/test_tools_patch.py
   395 tests/test_profiles.py
   395 tests/test_hybrid_lessons.py
   394 gptme/prompts/templates.py
   394 gptme/agent/cli.py
   393 tests/test_computer_latency_cmd.py
   393 scripts/eval_phase0_pruning.py
   388 gptme/workspace_snapshot.py
   388 gptme/agent/doctor.py
   387 tests/test_reduce.py
   386 tests/test_util_cli_attest.py
   385 tests/test_search_alias.py
   385 tests/test_guardrail_hook.py
   384 gptme/logmanager/conversations.py
   384 gptme/init.py
   383 tests/test_util_hooks.py
   383 tests/test_computer_use_integration.py
   383 gptme/tools/restart.py
   381 gptme/llm/llm_grok_subscription.py
   378 gptme/cli/cmd_init.py
   376 gptme/cli/cmd_hooks.py
   375 scripts/check_rst_formatting.py
   372 tests/test_lessons_matcher.py
   372 gptme/server/external_sessions.py
   371 tests/test_github_ci_self_heal.py
   371 tests/test_conversations.py
   371 gptme/cli/cmd_status.py
   370 tests/test_tools_read.py
   370 tests/test_server_v2_agents.py
   369 tests/test_workspace_api.py
   367 gptme/hooks/tests/test_guardrails.py
   365 tests/test_util_cli_skills.py
   365 gptme/info.py
   364 tests/test_computer_record.py
   364 gptme/lessons/hybrid_matcher.py
   364 gptme/eval/dspy/cli.py
   363 tests/test_replay.py
   362 gptme/sandbox.py
   361 tests/test_cost_tracker.py
   356 tests/test_mcp_discovery.py
   356 tests/test_context_providers.py
   356 gptme/mcp/client.py
   355 gptme/eval/dspy/experiments.py
   352 gptme/tools/mcp.py
   352 gptme/config/chat.py
   351 gptme/llm/local_discovery.py
   350 tests/test_server_v2_auto_stepping.py
   350 scripts/docs_structure.py
   350 gptme/hooks/tests/test_tool_target_instructions.py
   350 gptme/eval/dspy/metrics.py
   347 tests/test_skill_commands.py
   347 tests/test_complete.py
   347 gptme/hooks/tests/test_confirm.py
   346 tests/lessons/test_wildcard_matching.py
   343 gptme/hooks/tests/test_elicitation.py
   342 tests/test_script_hooks.py
   341 gptme/config/models.py
   340 tests/test_computer_semantic_fixtures.py
   340 gptme/tools/read.py
   339 tests/test_preview_proxy.py
   338 gptme/tools/subagent/types.py
   337 gptme/hooks/cost_awareness.py
   336 tests/test_eval_trends.py
   334 tests/test_llm_grok_subscription.py
   332 gptme/cli/cmd_knowledge.py
   330 gptme/util/safety.py
   329 tests/test_workspace_agents.py
   327 tests/test_mcp.py
   326 scripts/treeofthoughts.py
   326 gptme/eval/suites/practical.py
   323 tests/test_tools_morph.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
   321 gptme/tools/patch.py
   321 gptme/checkpoint.py
   319 gptme/context/scout.py
   318 tests/test_agent_doctor.py
   317 gptme/eval/suites/practical16.py
   316 tests/test_util_cli_batch.py
   316 gptme/eval/trends.py
   315 tests/test_tools_python.py
   314 tests/test_eval_swebench.py
   312 tests/test_skill_metrics.py
   312 tests/test_plugins.py
   310 tests/test_tools_rag.py
   308 tests/test_browser.py
   307 tests/test_chats_external_search.py
   307 gptme/attestation.py
   305 tests/test_hooks_knowledge_inject.py
   303 gptme/llm/validate.py
   303 gptme/dataset/trajectory_to_env.py
   301 gptme/tools/save.py
   301 gptme/tools/autocompact/hook.py
   301 gptme/tools/_browser_thread.py

make[3]: Entering directory '/home/runner/work/gptme/gptme'
Most Duplicated Files:
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 - __init__.py [29:47 - 40:30] (12 lines, 54 tokens)
   context/__init__.py [36:55 - 47:30]
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 - __init__.py [29:47 - 40:30] (12 lines, 54 tokens)
   context/selector/__init__.py [46:61 - 57:30]
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 - acp/client.py [239:9 - 246:9] (8 lines, 85 tokens)
   acp/client.py [459:5 - 466:5]
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 - agent/cli.py [97:6 - 120:4] (24 lines, 84 tokens)
   cli/cmd_agents.py [76:8 - 99:4]
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 - cli/auth.py [382:5 - 398:60] (17 lines, 90 tokens)
   llm/llm_grok_subscription.py [301:5 - 316:60]
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 - cli/auth.py [401:5 - 419:76] (19 lines, 108 tokens)
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 - hooks/tests/test_workspace_agents.py [296:9 - 316:58] (21 lines, 124 tokens)
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 - init.py [361:5 - 366:6] (6 lines, 52 tokens)
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 - llm/llm_grok_subscription.py [236:63 - 250:14] (15 lines, 51 tokens)
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 - llm/llm_grok_subscription.py [280:36 - 286:75] (7 lines, 53 tokens)
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 - llm/llm_mock.py [49:9 - 57:5] (9 lines, 55 tokens)
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 - llm/llm_openai_models.py [425:24 - 434:7] (10 lines, 51 tokens)
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Clone found (python)
 - telemetry.py [61:24 - 83:8] (23 lines, 135 tokens)
   util/_telemetry.py [323:34 - 345:8]
Clone found (python)
 - telemetry.py [114:9 - 123:45] (10 lines, 60 tokens)
   telemetry.py [548:5 - 557:41]
Clone found (python)
 - tools/_browser_playwright.py [803:9 - 818:8] (16 lines, 89 tokens)
   tools/browser.py [1128:9 - 1143:8]
Clone found (python)
 - tools/_browser_playwright.py [820:60 - 828:62] (9 lines, 59 tokens)
   tools/browser.py [1046:68 - 1054:62]
Clone found (python)
 - tools/_browser_playwright.py [946:69 - 959:27] (14 lines, 77 tokens)
   tools/browser.py [1226:44 - 1239:27]
Clone found (python)
 - tools/_browser_playwright.py [1129:1 - 1144:43] (16 lines, 61 tokens)
   tools/browser.py [1353:1 - 1368:43]
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/clarify.py [45:5 - 60:31] (16 lines, 83 tokens)
   tools/complete.py [229:5 - 244:31]
Clone found (python)
 - tools/complete.py [430:5 - 438:15] (9 lines, 50 tokens)
   tools/complete.py [504:5 - 512:15]
Clone found (python)
 - tools/computer.py [1484:13 - 1501:14] (18 lines, 71 tokens)
   tools/computer.py [1873:13 - 1890:14]
Clone found (python)
 - tools/computer.py [1630:13 - 1649:37] (20 lines, 93 tokens)
   tools/computer_transport.py [262:13 - 281:37]
Clone found (python)
 - tools/computer.py [1662:53 - 1673:30] (12 lines, 52 tokens)
   tools/computer.py [1689:49 - 1700:30]
Clone found (python)
 - tools/computer.py [1749:9 - 1758:19] (10 lines, 50 tokens)
   tools/computer.py [1843:9 - 1852:19]
Clone found (python)
 - tools/convert.py [382:19 - 400:35] (19 lines, 63 tokens)
   tools/convert.py [687:18 - 705:35]
Clone found (python)
 - tools/convert.py [383:9 - 400:35] (18 lines, 62 tokens)
   tools/convert.py [564:34 - 581:35]
Clone found (python)
 - tools/convert.py [385:5 - 400:35] (16 lines, 61 tokens)
   tools/convert.py [468:5 - 483:35]
Clone found (python)
 - tools/convert.py [471:19 - 486:18] (16 lines, 61 tokens)
   tools/convert.py [569:19 - 584:18]
Clone found (python)
 - tools/gh.py [78:9 - 87:59] (10 lines, 53 tokens)
   tools/gh.py [151:13 - 159:63]
Clone found (python)
 - tools/patch.py [336:5 - 348:23] (13 lines, 55 tokens)
   tools/save.py [132:5 - 144:23]
Clone found (python)
 - tools/precommit.py [119:52 - 126:61] (8 lines, 51 tokens)
   tools/precommit.py [130:67 - 137:61]
Clone found (python)
 - tools/shell.py [457:5 - 468:58] (12 lines, 71 tokens)
   tools/shell_background.py [83:5 - 94:58]
Clone found (python)
 - tools/shell.py [1303:29 - 1317:11] (15 lines, 76 tokens)
   tools/shell.py [1735:26 - 1749:11]
Clone found (python)
 - tools/shell.py [1441:21 - 1450:40] (10 lines, 50 tokens)
   tools/shell.py [1526:29 - 1535:48]
Clone found (python)
 - tools/shell.py [1441:21 - 1460:26] (20 lines, 94 tokens)
   tools/shell.py [1556:25 - 1575:30]
Clone found (python)
 - tools/shell.py [1441:21 - 1460:26] (20 lines, 94 tokens)
   tools/shell.py [1612:25 - 1631:30]
Clone found (python)
 - tools/shell.py [1442:25 - 1462:39] (21 lines, 103 tokens)
   tools/shell.py [1585:25 - 1605:39]
Clone found (python)
 - tools/shell.py [1449:69 - 1463:27] (15 lines, 64 tokens)
   tools/shell.py [1592:69 - 1606:31]
Clone found (python)
 - tools/shell.py [1555:64 - 1575:30] (21 lines, 95 tokens)
   tools/shell.py [1659:39 - 1679:26]
Clone found (python)
 - tools/shell.py [1564:73 - 1577:25] (14 lines, 53 tokens)
   tools/shell.py [1620:73 - 1633:25]
Clone found (python)
 - tools/shell.py [2668:5 - 2678:31] (11 lines, 55 tokens)
   tools/shell.py [2719:5 - 2729:31]
Clone found (python)
 - tools/shell_validation.py [260:9 - 268:21] (9 lines, 53 tokens)
   tools/shell_validation.py [617:9 - 625:21]
Clone found (python)
 - tools/subagent/batch.py [492:33 - 505:5] (14 lines, 90 tokens)
   tools/subagent/batch.py [1099:25 - 1112:5]
Clone found (python)
 - tools/subagent/batch.py [529:53 - 539:43] (11 lines, 118 tokens)
   tools/subagent/batch.py [663:54 - 673:43]
Clone found (python)
 - tools/subagent/batch.py [534:27 - 539:81] (6 lines, 72 tokens)
   tools/subagent/batch.py [1142:81 - 1147:81]
Clone found (python)
 - tools/subagent/batch.py [807:13 - 822:14] (16 lines, 59 tokens)
   tools/subagent/batch.py [932:13 - 947:14]
Clone found (python)
 - tools/subagent/context.py [20:9 - 30:16] (11 lines, 60 tokens)
   tools/subagent/context.py [47:9 - 57:16]
Clone found (python)
 - tools/watch.py [361:9 - 366:26] (6 lines, 55 tokens)
   tools/watch.py [479:9 - 484:27]
Clone found (python)
 - tui/app.py [253:22 - 258:11] (6 lines, 50 tokens)
   tui/app.py [447:25 - 452:11]
Clone found (python)
 - tui/app.py [624:66 - 634:26] (11 lines, 51 tokens)
   tui/app.py [650:70 - 660:26]
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 [1341:13 - 1350:23]
Clone found (python)
 - util/gh.py [1325:17 - 1339:7] (15 lines, 55 tokens)
   util/gh.py [1429:14 - 1443:7]
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 [389:5 - 403:26] (15 lines, 88 tokens)
   workspace_snapshot.py [467:5 - 481:26]
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       │ 12             │ 808         │ 3343         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css        │ 1              │ 174         │ 1100         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1              │ 618         │ 3358         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown   │ 6              │ 1783        │ 13624        │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup     │ 2              │ 482         │ 3220         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python     │ 497            │ 204000      │ 981142       │ 190          │ 2495 (1.22%)     │ 13173 (1.34%)     │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ text       │ 3              │ 32          │ 330          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ txt        │ 1              │ 25          │ 247          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ yaml       │ 3              │ 257         │ 1647         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total:     │ 526            │ 208179      │ 1008011      │ 190          │ 2495 (1.20%)     │ 13173 (1.31%)     │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 190 clones.
time: 340.433ms
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