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
      78512 |                 prompt_toolkit
      80300 |               gptme.util.prompt
     103543 |             gptme.message
     120025 | gptme.cli.main
     133465 |           gptme.tools
     148888 |         gptme.config.cli_setup
     182916 |       gptme.config
     191401 |     gptme.llm
     264742 |   gptme.commands
     349947 | gptme.chat

real	0m1.375s
user	0m1.145s
sys	0m0.195s
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):     138.9 ms ±   1.8 ms    [User: 118.5 ms, System: 20.4 ms]
  Range (min … max):   136.6 ms … 142.7 ms    10 runs
 
Benchmark 2: gptme --help
  Time (mean ± σ):     591.5 ms ±  12.6 ms    [User: 525.5 ms, System: 65.7 ms]
  Range (min … max):   575.8 ms … 621.8 ms    10 runs
 
Benchmark 3: full start/exit cycle
  Time (mean ± σ):      1.047 s ±  0.017 s    [User: 0.839 s, System: 0.562 s]
  Range (min … max):    1.029 s …  1.076 s    10 runs
 
Summary
  import gptme.cli.main ran
    4.26 ± 0.11 times faster than gptme --help
    7.54 ± 0.16 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                                       326            472           1728
gptme/util/gh.py                                              243            301           1213
gptme/tools/base.py                                           195            296            960
gptme/llm/llm_anthropic.py                                    225            325            959
gptme/llm/__init__.py                                         159            292            824
gptme/util/context.py                                         159            243            717
gptme/chat.py                                                  94            190            587
gptme/util/capabilities_export.py                              60             71            560
gptme/tools/__init__.py                                       127            147            520
gptme/llm/llm_openai_subscription.py                          125            122            517
gptme/lessons/installer.py                                    146            165            496
gptme/codeblock.py                                             62            301            476
gptme/message.py                                              122            207            464
gptme/util/reduce.py                                           98            163            458
gptme/telemetry.py                                             98             60            435
gptme/util/_telemetry.py                                      110            157            432
gptme/lessons/auto_include.py                                 108            210            418
gptme/util/prompt.py                                          102            151            412
gptme/util/cost_display.py                                     81             80            406
gptme/lessons/index.py                                        120            135            392
gptme/workspace_snapshot.py                                    53             64            386
gptme/llm/openai_responses.py                                  80             26            384
gptme/init.py                                                  68            113            372
gptme/info.py                                                  98             80            365
gptme/lessons/hybrid_matcher.py                               122            162            364
gptme/llm/llm_grok_subscription.py                             93             74            359
gptme/llm/llm_openai_models.py                                  6             49            355
gptme/llm/local_discovery.py                                   64             35            351
gptme/sandbox.py                                               95            208            349
gptme/util/safety.py                                           57             63            330
gptme/checkpoint.py                                            79             49            321
gptme/attestation.py                                           71              2            301
gptme/plugins/__init__.py                                     101            133            295
gptme/llm/validate.py                                          43             64            277
gptme/util/tool_display.py                                     36             23            273
gptme/profiles.py                                              66             68            268
gptme/knowledge.py                                             70             80            252
gptme/anti_slop.py                                             40             62            242
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             50            224
gptme/lessons/commands.py                                      91             48            219
gptme/util/_sound_sounddevice.py                               57             50            218
gptme/model_attestation.py                                     63             78            209
gptme/lessons/skill_events.py                                  33             26            208
gptme/util/sound.py                                            65             72            200
gptme/circuit_breaker.py                                       49             72            171
gptme/util/git_worktree.py                                     40             67            169
gptme/util/tool_format.py                                      48             76            169
gptme/llm/llm_gptme.py                                         64            112            164
gptme/util/cost_tracker.py                                     56             98            164
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             21            121
gptme/util/ask_execute.py                                      26             44            116
gptme/util/export.py                                           26             29            111
gptme/lessons/matcher.py                                       35             47            103
gptme/__version__.py                                           21             17             99
gptme/llm/llm_openrouter_subscription.py                       35             37             99
gptme/util/tree.py                                             21             15             87
gptme/util/context_savings.py                                  20              6             77
gptme/gears.py                                                 16              4             76
gptme/util/output_storage.py                                   29             37             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/util/generate_name.py                                     5              6             69
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                                  39             35             48
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/constants.py                                             21             29             29
gptme/util/git_cmd.py                                          12             30             29
gptme/util/useredit.py                                         11             13             26
gptme/executor.py                                              18             26             24
gptme/util/interrupt.py                                        13             15             23
gptme/util/conversation_ids.py                                  7              4             22
gptme/lessons/__init__.py                                       7             15             21
gptme/__main__.py                                               2              0             12
gptme/util/stdio.py                                             8              9             12
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         6007           8085          25229
-----------------------------------------------------------------------------------------------
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                                       326            472           1728
gptme/llm/llm_anthropic.py                                    225            325            959
gptme/llm/__init__.py                                         159            292            824
gptme/llm/llm_openai_subscription.py                          125            122            517
gptme/llm/openai_responses.py                                  80             26            384
gptme/llm/llm_grok_subscription.py                             93             74            359
gptme/llm/llm_openai_models.py                                  6             49            355
gptme/llm/local_discovery.py                                   64             35            351
gptme/llm/validate.py                                          43             64            277
gptme/llm/llm_gptme.py                                         64            112            164
gptme/llm/utils.py                                             56             92            159
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/llm/llm_openrouter_subscription.py                       35             37             99
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                                  39             35             48
gptme/llm/llm_mock.py                                          16             22             41
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         1386           1878           6627
-----------------------------------------------------------------------------------------------
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                                     339            553           2276
gptme/tools/computer.py                                  437            864           1659
gptme/hooks/workspace_agents.py                          238            153           1255
gptme/tools/base.py                                      195            296            960
gptme/tools/convert.py                                   136             85            793
gptme/tools/mcp_adapter.py                               235            227            710
gptme/tools/chats.py                                     135            175            706
gptme/tools/browser.py                                   274            436            673
gptme/tools/_browser_playwright.py                       234            276            665
gptme/tools/complete.py                                  103            170            572
gptme/tools/computer_transport.py                        151            125            567
gptme/tools/gh.py                                        120            122            538
gptme/tools/__init__.py                                  127            147            520
gptme/hooks/registry.py                                  102             82            502
gptme/tools/hashline_edit.py                             126            383            502
gptme/tools/shell_validation.py                          131            333            476
gptme/tools/shell_background.py                           96             77            455
gptme/tools/tmux.py                                       98            170            398
gptme/tools/python.py                                     98            131            393
gptme/tools/mcp.py                                       103            103            337
gptme/hooks/cost_awareness.py                             83             79            334
gptme/tools/shell_flags.py                                60            257            315
gptme/tools/read.py                                       57             79            311
gptme/tools/_browser_thread.py                            57             68            297
gptme/plugins/__init__.py                                101            133            295
gptme/tools/lessons.py                                   106            117            278
gptme/tools/save.py                                       63             63            276
gptme/tools/patch.py                                      63             95            271
gptme/tools/rag.py                                        89            131            246
gptme/tools/patch_many.py                                 56             62            243
gptme/tools/todo.py                                       96            104            232
gptme/tools/precommit.py                                  76             96            230
gptme/hooks/__init__.py                                   22             50            224
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                                 65             84            195
gptme/hooks/manifest.py                                   43             41            190
gptme/hooks/script.py                                     21              8            189
gptme/tools/pruner.py                                     44              0            188
gptme/tools/morph.py                                      43             49            185
gptme/tools/request_tool_change.py                        35             33            173
gptme/tools/patch_anchored.py                             54             79            172
gptme/hooks/cache_awareness.py                           118            186            168
gptme/hooks/types.py                                      96            136            163
gptme/hooks/cli_confirm.py                                52             59            156
gptme/tools/restart.py                                    53             83            150
gptme/hooks/token_awareness.py                            47             46            146
gptme/tools/form.py                                       42             64            145
gptme/hooks/agents_md_inject.py                           36             63            137
gptme/hooks/tool_target_instructions.py                   37             47            135
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             58            122
gptme/plugins/registry.py                                 40             35            116
gptme/hooks/server_elicit.py                              52             56            113
gptme/tools/computer_semantic.py                          61            129            110
gptme/tools/choice.py                                     34             41            104
gptme/hooks/active_context.py                             25             23            100
gptme/tools/_anchored.py                                  33             41            100
gptme/tools/_computer_gate.py                             33             61            100
gptme/tools/screenshot.py                                 30             45            100
gptme/tools/vision.py                                     35             36             99
gptme/tools/vent.py                                       39             64             93
gptme/hooks/knowledge_inject.py                           21             37             90
gptme/tools/memory.py                                     34             40             88
gptme/hooks/time_awareness.py                             32             29             86
gptme/tools/_browser_lynx.py                              11              8             84
gptme/tools/autocommit.py                                 38             58             81
gptme/tools/progress.py                                   23             53             73
gptme/plugins/entrypoints.py                              24             35             69
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             17             28
gptme/hooks/auto_confirm.py                               11              9             24
gptme/tools/_hashline_snapshot.py                         16             15             23
gptme/tools/_url_safety.py                                 9             10             22
gptme/plugins/plugin.py                                   25             39             17
gptme/tools/_browser_format.py                             3              5              3
------------------------------------------------------------------------------------------
SUM:                                                    6396           8837          24354
------------------------------------------------------------------------------------------
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                               480            428           2829
gptme/server/session_step.py                         176            342           1031
gptme/server/api_v2_sessions.py                      119            175            899
gptme/server/openapi_docs.py                         256            177            766
gptme/server/tasks_api.py                            193            130            680
gptme/server/a2a_api.py                              103             42            544
gptme/server/artifacts_api.py                        107            110            538
gptme/server/static/main.js                           51             69            498
gptme/server/workspace_api.py                        100            110            486
gptme/server/external_sessions.py                     59             92            372
gptme/server/cli.py                                   52             95            294
gptme/server/session_models.py                        69            111            294
gptme/server/preview_proxy_api.py                     82            125            288
gptme/server/tools_api.py                             58             49            249
gptme/server/static/computer.html                     12              3            237
gptme/server/auth.py                                  76            118            206
gptme/server/panels_api.py                            51             51            203
gptme/server/computer_api.py                          51             55            202
gptme/server/static/index.html                        11             18            201
gptme/server/acp_session_runtime.py                   34             30            165
gptme/server/api_v2_common.py                         83             63            156
gptme/server/client.py                                63             79            149
gptme/server/static/style.css                         27              4            143
gptme/server/api_v2_agents.py                         25             17            139
gptme/server/app.py                                   35             84            135
gptme/server/skills_api.py                            32              4            125
gptme/server/metrics.py                               36             19            117
gptme/server/tts_api.py                               24             18             90
gptme/server/__init__.py                               5              8              9
gptme/server/constants.py                              7             11              9
gptme/server/__main__.py                               1              0              3
--------------------------------------------------------------------------------------
SUM:                                                2478           2637          12057
--------------------------------------------------------------------------------------
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                                       1375            630           5181
tests/test_server_v2.py                                            844            326           3550
tests/test_llm_openai.py                                           713            434           2860
tests/test_tools_subagent.py                                       859            443           2839
tests/test_util_review.py                                          478            329           2035
tests/test_server_v2_sessions.py                                   267            225           1693
tests/test_tools_shell.py                                          494            483           1677
tests/test_init.py                                                 258            147           1599
tests/test_cli.py                                                  427            168           1571
tests/test_config.py                                               420            490           1472
tests/test_acp_agent.py                                            400            196           1458
tests/test_eval_behavioral.py                                      867            967           1357
tests/test_util_cli_review_watch.py                                317            189           1283
tests/test_tools_computer.py                                       438            269           1258
tests/test_util_gh.py                                              260            172           1172
tests/test_tools_shell_validation.py                               365            248           1169
tests/test_server.py                                               297            202           1126
tests/test_llm_utils.py                                            311            139           1088
tests/test_doctor.py                                               266            141           1055
tests/test_tools_complete.py                                       218            253           1017
tests/test_tools_base.py                                           331            112           1010
tests/test_reduce.py                                               283            248            997
tests/test_memory_store.py                                         152             59            981
tests/test_tools_browser.py                                        316             74            980
tests/test_util_cli.py                                             256            181            977
tests/test_info.py                                                 183             78            972
tests/test_codeblock.py                                            432            934            965
tests/test_tui.py                                                  251            122            954
tests/test_lessons_auto_include.py                                 252            217            938
tests/test_cmd_service.py                                          207            184            909
tests/test_auto_compact.py                                         352            272            894
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_tasks_api.py                                            185             69            831
tests/test_eval_computer_suite.py                                  328            149            819
tests/test_shell_background.py                                     197             90            816
tests/test_util_gh_mocked.py                                       155            121            814
tests/test_prompt_templates.py                                     260            191            811
tests/test_sandbox.py                                              195            105            801
tests/test_chat.py                                                 290            206            797
tests/test_cost_display.py                                         110             68            776
tests/test_server_workspace.py                                     149            154            743
tests/test_tools_hashline_edit.py                                  213            445            725
tests/test_computer_transport.py                                   267             91            713
tests/test_tools_gh.py                                             152             90            713
tests/test_eval.py                                                 131             84            709
tests/test_agent.py                                                205            115            707
tests/test_acp_session_runtime.py                                  222             76            699
tests/test_hooks_registry.py                                       247             89            696
tests/test_llm_anthropic.py                                        153             51            691
tests/test_logmanager.py                                           195            143            670
tests/test_llm_models_resolution.py                                222            179            666
tests/test_json_output.py                                          114             84            640
tests/test_cli_status.py                                           244            137            633
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             43            594
tests/test_tools_lessons.py                                        135             49            580
tests/test_tools_precommit.py                                      109             86            578
tests/test_tools_request_tool_change.py                            117             43            578
tests/test_llm_openai_subscription.py                              134             61            567
tests/test_server_panels.py                                         61             30            552
tests/test_memory_index_policy.py                                   98             39            551
tests/test_eval_subagent.py                                        119             56            547
tests/test_computer_actions.py                                     165            125            546
tests/test_subagent_persistence.py                                  68              1            543
tests/test_server_path_traversal.py                                139            105            539
tests/test_model_attestation.py                                    115             30            537
tests/test_dirs.py                                                 127             89            531
tests/test_cc_memory.py                                            113            108            530
tests/test_hooks_cost_awareness.py                                  73             61            525
tests/conftest.py                                                  141            221            521
tests/test_server_bad_input.py                                     121            101            519
tests/test_context.py                                              213            101            518
tests/test_lessons.py                                              156            153            517
tests/test_commands.py                                             161             73            514
tests/test_capabilities_export.py                                   65             27            506
tests/test_context_scout.py                                         78             54            501
tests/test_tools.py                                                200            108            498
tests/test_gptme_provider.py                                       162             71            494
tests/test_hooks_cache_awareness.py                                151             44            484
tests/test_computer_demo_cmd.py                                    144             74            480
tests/test_eventlog.py                                             117             48            476
tests/test_snapshot_command.py                                     117             57            476
tests/test_server_session_models.py                                161            141            475
tests/test_llm_models.py                                           149            108            472
tests/test_skill_installer.py                                      138            154            459
tests/test_llm_auth.py                                             153             55            458
tests/test_server_skill_events.py                                   55              4            446
tests/test_util_cli_providers.py                                    93             42            438
tests/test_knowledge.py                                            185             20            429
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/test_lessons_index.py                                        137            116            419
tests/context/test_task_analyzer.py                                 90             44            418
tests/test_util_cli_mcp.py                                          98             50            418
tests/test_lessons_parser.py                                       188            239            417
tests/test_server_artifacts.py                                      66             32            415
tests/test_subagent_worktree_isolation.py                          129             70            414
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_dataset.py                                              127             38            381
tests/test_guardrail_hook.py                                        95             74            377
tests/test_unified_plugins.py                                      102             42            376
tests/test_mcp_adapter.py                                          124             61            373
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_provider_plugins.py                                      93             33            366
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_computer_use_integration.py                             140            143            349
tests/test_tui_e2e.py                                               63             82            348
tests/test_util_hooks.py                                            85             93            347
tests/test_complete.py                                              81             72            345
tests/test_tools_patch_many.py                                      91            101            345
tests/test_skill_commands.py                                       113             49            342
tests/test_computer_semantic_fixtures.py                            92            107            340
tests/test_search_alias.py                                          56             61            337
tests/test_script_hooks.py                                          55              7            336
tests/test_eval_trends.py                                           35             22            335
tests/test_llm_grok_subscription.py                                 98             20            330
tests/test_workspace_agents.py                                     145             57            329
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_llm_validate.py                                          64             61            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_preview_proxy.py                                         91             43            315
tests/test_skill_metrics.py                                         38              2            312
tests/test_tools_morph.py                                           89             67            311
tests/test_util_cli_batch.py                                        62              8            310
tests/test_chats_external_search.py                                 72             55            307
tests/test_browser.py                                              140             71            305
tests/test_tools_rag.py                                             95             37            301
tests/test_config_encoding.py                                      154            195            300
tests/context/test_adaptive_compressor.py                           58             44            298
tests/test_eval_swebench.py                                         78             41            294
tests/test_plugins.py                                              110             85            292
tests/test_chats_stats.py                                           72             30            291
tests/test_llm_openai_reasoning_effort.py                           81             19            289
tests/test_execenv.py                                               76             54            288
tests/lessons/test_wildcard_matching.py                            114            125            287
tests/test_server_a2a.py                                            64             20            283
tests/test_hooks_server_confirm.py                                  78             31            282
tests/test_server_v2_auto_stepping.py                               56             50            281
tests/test_tools_patch_anchored.py                                  65             26            278
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_tools_restart.py                                         72             49            274
tests/test_util_tokens.py                                          129             71            273
tests/test_hooks.py                                                130             49            271
tests/test_telemetry.py                                             77             85            270
tests/test_util_cli_attest.py                                       67              1            269
tests/test_computer_docker_config.py                                59             92            267
tests/lessons/test_bm25_parity.py                                   67             70            266
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_track_tokens.py                                          63             29            245
tests/test_local_discovery.py                                       63             18            242
tests/test_agents_md_inject.py                                      43             37            241
tests/test_cli_from_turn.py                                         65             18            239
tests/test_computer_x11_integration.py                              87             87            236
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_tools__anchored.py                                       46             30            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_git_worktree.py                                          57             37            224
tests/test_tools_python.py                                          93             60            224
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_subagent_roundtrip.py                                    70             51            216
tests/test_hooks_knowledge_inject.py                                64              6            214
tests/test_llm_openai_sampling.py                                   42              0            214
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_server_fresh_bad_input.py                                43             38            211
tests/test_autocompact_scoring.py                                   86             39            208
tests/test_server_v2_hooks.py                                       80             60            207
tests/test_executor.py                                              50             31            206
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_tui_skill_events.py                                      22              4            202
tests/test_tutorial.py                                              85              7            200
tests/test_util_cli_models.py                                       31             27            199
tests/test_cli_fatal_error_envelope.py                              41             37            194
tests/test_tools_save.py                                            57             36            193
tests/test_chats_clean.py                                           46             18            191
tests/test_server_tools_query.py                                    54             35            191
tests/test_acp_client.py                                            69             34            190
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_tools_todo.py                                            81             65            173
tests/test_workspace_memory_policy.py                               36              3            173
tests/test_chats_export.py                                          48             17            172
tests/test_model_selection_trace_export.py                          55             13            172
tests/test_util_cli_generate.py                                     35              7            172
tests/test_acp_types.py                                             35             12            171
tests/test_tools_patch.py                                           91            214            171
tests/test_toolspec_read_only.py                                    40             11            170
tests/test_util_terminal.py                                         52             34            168
tests/test_tools_elicit.py                                          50             25            167
tests/test_util_cli_skills.py                                       63             42            165
tests/test_anti_slop.py                                             69             24            163
tests/test_tools_time_awareness.py                                  52             34            163
tests/test_util_cost.py                                             29             26            163
tests/test_server_default_profile.py                                69             42            161
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_api_v2_common.py                                  48             48            158
tests/test_tui_visual.py                                            48             46            158
tests/test_uri.py                                                   55             30            158
tests/test_backtrack.py                                             39             11            157
tests/test_commands_account.py                                      37              6            156
tests/test_server_v2_tool_confirmation.py                           33             33            155
tests/test_eval_pass_rate_gate.py                                   48              9            154
tests/test_git_cmd_resolver.py                                      45             34            154
tests/test_llm_retry_policy.py                                      63             18            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
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_vent.py                                                  32             10            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_computer_gate.py                                         76             40            133
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_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_server_webui_dir.py                                      59             21            121
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_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_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_computer_run_task_cli.py                                 40             14            109
tests/test_cost_awareness_delayed_warning.py                        42             32            108
tests/test_tools_chats.py                                           26             19            107
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_memory_cli_metadata.py                                   12              8            100
tests/test_generation_pre_snapshot_boundary.py                      38             39             99
tests/test_thread_leak.py                                           29              7             98
tests/test_server_auth.py                                           46             25             97
tests/test_shell_parser.py                                          19              3             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
tests/test_server_etag.py                                           22              5             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_commands_llm.py                                          16              0             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
tests/test_eval_timeouts.py                                         32             33             77
tests/test_server_perf.py                                           22             21             77
tests/test_xml_format.py                                            33             91             77
tests/test_cli_llm_generate.py                                      17             10             75
tests/test_markdown_validation.py                                   43             34             75
tests/test_shell_issue729.py                                        50             52             75
tests/test_custom_providers.py                                      32             44             74
tests/test_subscription_pricing.py                                  27             14             74
tests/test_pytest_timeout_retry_interaction.py                      21             25             73
tests/test_shell_issue772.py                                        48             47             73
tests/test_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_setup_completions.py                                     21              6             66
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_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_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_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_gears.py                                                 18              0             36
tests/test_util_export.py                                           20             11             36
tests/snapshots/tui_stream.svg                                       3              0             35
tests/test_message_command.py                                       13             12             35
tests/test_tools_pruner.py                                           9              0             35
tests/snapshots/tui_idle.svg                                         3              0             34
tests/snapshots/tui_inline.svg                                       3              0             34
tests/test_cli_confirm_hook.py                                      24             20             34
tests/test_credentials.py                                           16              0             34
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/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_llm_summarize_terminal_projection.py                      9              9             15
tests/test_screenshot.py                                             9              6             15
tests/retry_compat.py                                                8             22              6
----------------------------------------------------------------------------------------------------
SUM:                                                             39899          26708         141243
----------------------------------------------------------------------------------------------------
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                            108            117            924
gptme/eval/leaderboard.py                     149            485            817
gptme/eval/run.py                              74             96            549
gptme/eval/execenv.py                          85            146            514
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:                                          565           1023           3416
------------------------------------------------------------------------------------------
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/plugins/registry.py gptme/plugins/__init__.py gptme/plugins/plugin.py gptme/plugins/entrypoints.py gptme/message.py gptme/tui/app.py gptme/tui/__init__.py gptme/tui/main.py gptme/codeblock.py gptme/__version__.py gptme/tools/_browser_perplexity.py gptme/tools/screenshot.py gptme/tools/_computer_gate.py gptme/tools/elicit.py gptme/tools/_browser_lynx.py gptme/tools/choice.py gptme/tools/_browser_format.py gptme/tools/computer.py gptme/tools/browser.py gptme/tools/mcp_adapter.py gptme/tools/patch_anchored.py gptme/tools/python.py gptme/tools/_url_safety.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/context_provider.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/config.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/hook.py gptme/tools/save.py gptme/tools/morph.py gptme/tools/__init__.py gptme/tools/vision.py gptme/tools/precommit.py gptme/tools/subagent/__init__.py gptme/tools/subagent/execution.py gptme/tools/subagent/hooks.py gptme/tools/subagent/types.py gptme/tools/subagent/batch.py gptme/tools/subagent/control.py gptme/tools/subagent/concurrency.py gptme/tools/subagent/api.py gptme/tools/subagent/context.py gptme/tools/subagent/persistence.py gptme/tools/form.py gptme/tools/_browser_playwright.py gptme/tools/complete.py gptme/tools/todo.py gptme/tools/vent.py gptme/tools/shell_background.py gptme/tools/gh.py gptme/tools/pruner.py gptme/tools/convert.py gptme/tools/tmux.py gptme/tools/chats.py gptme/tools/shell_validation.py gptme/tools/computer_semantic.py gptme/tools/patch_many.py gptme/tools/clarify.py gptme/tools/shell.py gptme/tools/shell_flags.py gptme/tools/computer_transport.py gptme/tools/read.py gptme/tools/autocommit.py gptme/tools/lessons.py gptme/tools/_anchored.py gptme/tools/restart.py gptme/tools/request_tool_change.py gptme/tools/rag.py gptme/tools/mcp.py gptme/tools/memory.py gptme/tools/progress.py gptme/tools/hashline_edit.py gptme/tools/base.py gptme/tools/_hashline_snapshot.py gptme/tools/_allowlist.py gptme/tools/patch.py gptme/tools/_browser_thread.py gptme/info.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/hybrid_matcher.py gptme/lessons/__init__.py gptme/lessons/commands.py gptme/lessons/skill_commands.py gptme/lessons/matcher.py gptme/lessons/installer.py gptme/lessons/auto_include.py gptme/lessons/parser.py gptme/lessons/skill_events.py gptme/lessons/index.py gptme/session.py gptme/constants.py gptme/__init__.py gptme/anti_slop.py gptme/logmanager/manager.py gptme/logmanager/conversations.py gptme/logmanager/__init__.py gptme/logmanager/eventlog.py gptme/logmanager/conv_checkpoints.py gptme/executor.py gptme/hooks/agents_md_inject.py gptme/hooks/cli_confirm.py gptme/hooks/cache_awareness.py gptme/hooks/workspace_agents.py gptme/hooks/script.py gptme/hooks/registry.py gptme/hooks/__init__.py gptme/hooks/markdown_validation.py gptme/hooks/elicitation.py gptme/hooks/aw_watcher_agent.py gptme/hooks/test.py gptme/hooks/types.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/test_guardrails.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_manifest.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/auto_confirm.py gptme/hooks/confirm.py gptme/hooks/manifest.py gptme/hooks/cost_awareness.py gptme/hooks/server_confirm.py gptme/hooks/guardrails.py gptme/hooks/injection_screening.py gptme/hooks/auto_snapshots.py gptme/hooks/token_awareness.py gptme/hooks/form_autodetect.py gptme/hooks/server_elicit.py gptme/hooks/active_context.py gptme/hooks/tool_target_instructions.py gptme/hooks/cwd_awareness.py gptme/hooks/cwd_changed.py gptme/hooks/knowledge_inject.py gptme/hooks/time_awareness.py gptme/prompts/skills.py gptme/prompts/__init__.py gptme/prompts/workspace.py gptme/prompts/architect.py gptme/prompts/context_cmd.py gptme/prompts/chat_history.py gptme/prompts/templates.py gptme/oauth/openrouter.py gptme/oauth/__init__.py gptme/prompt_queue.py gptme/attestation.py gptme/mcp/client.py gptme/mcp/registry.py gptme/mcp/__init__.py gptme/mcp/server.py gptme/knowledge.py gptme/context/__init__.py gptme/context/config.py gptme/context/compress.py gptme/context/scout.py gptme/context/selector/rule_based.py gptme/context/selector/__init__.py gptme/context/selector/config.py gptme/context/selector/file_selector.py gptme/context/selector/file_integration.py gptme/context/selector/llm_based.py gptme/context/selector/hybrid.py gptme/context/selector/file_config.py gptme/context/selector/base.py gptme/context/adaptive_compressor.py gptme/context/task_analyzer.py gptme/dirs.py gptme/config/models.py gptme/config/__init__.py gptme/config/core.py gptme/config/user.py gptme/config/trust.py gptme/config/chat.py gptme/config/project.py gptme/config/cli_setup.py gptme/profiles.py gptme/commands/session.py gptme/commands/__init__.py gptme/commands/export.py gptme/commands/snapshot.py gptme/commands/llm.py gptme/commands/account.py gptme/commands/backtrack.py gptme/commands/rag.py gptme/commands/checkpoint.py gptme/commands/base.py gptme/commands/meta.py gptme/util/review.py gptme/util/ask_execute.py gptme/util/interrupt.py gptme/util/git_worktree.py gptme/util/replay.py gptme/util/conversation_ids.py gptme/util/cost.py gptme/util/__init__.py gptme/util/export.py gptme/util/useredit.py gptme/util/_telemetry.py gptme/util/tool_format.py gptme/util/generate_name.py gptme/util/_sound_sounddevice.py gptme/util/gh.py gptme/util/capabilities_export.py gptme/util/sound.py gptme/util/terminal.py gptme/util/uri.py gptme/util/safety.py gptme/util/master_context.py gptme/util/prompt.py gptme/util/auto_naming.py gptme/util/file_storage.py gptme/util/cost_tracker.py gptme/util/keyword_matching.py gptme/util/tool_display.py gptme/util/tree.py gptme/util/context_dedup.py gptme/util/clipboard.py gptme/util/content.py gptme/util/reduce.py gptme/util/context_savings.py gptme/util/tokens.py gptme/util/context.py gptme/util/cost_display.py gptme/util/history.py gptme/util/stdio.py gptme/util/_sound_cmd.py gptme/util/install.py gptme/util/git_cmd.py gptme/util/output_storage.py gptme/init.py gptme/memory/roots.py gptme/memory/policy.py gptme/memory/recall.py gptme/memory/__init__.py gptme/memory/store.py gptme/memory/schema.py gptme/server/panels_api.py gptme/server/session_step.py gptme/server/api_v2_common.py gptme/server/client.py gptme/server/app.py gptme/server/tasks_api.py gptme/server/skills_api.py gptme/server/constants.py gptme/server/__init__.py gptme/server/session_models.py gptme/server/external_sessions.py gptme/server/computer_api.py gptme/server/metrics.py gptme/server/preview_proxy_api.py gptme/server/api_v2_sessions.py gptme/server/openapi_docs.py gptme/server/api_v2_agents.py gptme/server/api_v2.py gptme/server/a2a_api.py gptme/server/tts_api.py gptme/server/acp_session_runtime.py gptme/server/__main__.py gptme/server/tools_api.py gptme/server/auth.py gptme/server/workspace_api.py gptme/server/artifacts_api.py gptme/server/cli.py gptme/circuit_breaker.py gptme/chat.py gptme/status_provider.py gptme/dataset/__init__.py gptme/dataset/trajectory_to_env.py gptme/llm/llm_openai_subscription.py gptme/llm/llm_openrouter_subscription.py gptme/llm/constants.py gptme/llm/__init__.py gptme/llm/provider_plugins.py gptme/llm/utils.py gptme/llm/llm_mock.py gptme/llm/llm_openai.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/llm_openai_models.py gptme/llm/llm_anthropic.py gptme/llm/llm_gptme.py gptme/llm/local_discovery.py gptme/llm/retry_abort.py gptme/llm/retry_policy.py gptme/llm/llm_grok_subscription.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/validate.py gptme/llm/openai_responses.py gptme/llm/models/__init__.py gptme/llm/models/data.py gptme/llm/models/types.py gptme/llm/models/recommended.py gptme/llm/models/listing.py gptme/llm/models/resolution.py gptme/workspace_snapshot.py gptme/credentials.py gptme/__main__.py gptme/checkpoint.py gptme/acp/client.py gptme/acp/__init__.py gptme/acp/types.py gptme/acp/agent.py gptme/acp/adapter.py gptme/acp/__main__.py gptme/k_best.py gptme/cli/cmd_chats.py gptme/cli/cmd_status.py gptme/cli/cmd_snapshot.py gptme/cli/cmd_init.py gptme/cli/__init__.py gptme/cli/cmd_review.py gptme/cli/cmd_skills.py gptme/cli/cmd_memory.py gptme/cli/cmd_attest.py gptme/cli/cmd_computer.py gptme/cli/cmd_stats.py gptme/cli/doctor.py gptme/cli/setup.py gptme/cli/cmd_slop.py gptme/cli/onboard.py gptme/cli/wut.py gptme/cli/cmd_tutorial.py gptme/cli/cmd_mcp_serve.py gptme/cli/main.py gptme/cli/cmd_agents.py gptme/cli/cmd_resume.py gptme/cli/cmd_dataset.py gptme/cli/cmd_knowledge.py gptme/cli/util.py gptme/cli/cmd_batch.py gptme/cli/checkpoint.py gptme/cli/cmd_review_watch.py gptme/cli/cmd_mcp.py gptme/cli/cmd_service.py gptme/cli/auth.py gptme/cli/cmd_explain.py gptme/cli/cmd_hooks.py gptme/cli/cmd_capabilities.py gptme/cli/cmd_review_pr.py gptme/agent/__init__.py gptme/agent/workspace.py gptme/agent/service.py gptme/agent/doctor.py gptme/agent/cli.py gptme/gears.py gptme/sandbox.py gptme/eval/trends.py gptme/eval/pass_rate_gate.py gptme/eval/cost.py gptme/eval/suites/practical5.py gptme/eval/suites/computer.py gptme/eval/suites/browser.py gptme/eval/suites/practical14.py gptme/eval/suites/practical3.py gptme/eval/suites/practical2.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/__init__.py gptme/eval/suites/practical10.py gptme/eval/suites/practical23.py gptme/eval/suites/practical29.py gptme/eval/suites/practical25.py gptme/eval/suites/practical.py gptme/eval/suites/practical24.py gptme/eval/suites/practical21.py gptme/eval/suites/practical16.py gptme/eval/suites/practical26.py gptme/eval/suites/practical4.py gptme/eval/suites/practical27.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical13.py gptme/eval/suites/practical8.py gptme/eval/suites/basic.py gptme/eval/suites/practical31.py gptme/eval/suites/practical33.py gptme/eval/suites/practical12.py gptme/eval/suites/practical32.py gptme/eval/suites/practical9.py gptme/eval/suites/practical15.py gptme/eval/suites/practical22.py gptme/eval/suites/practical7.py gptme/eval/suites/practical11.py gptme/eval/suites/practical18.py gptme/eval/suites/practical19.py gptme/eval/suites/practical20.py gptme/eval/suites/practical17.py gptme/eval/suites/practical30.py gptme/eval/suites/subagent.py gptme/eval/suites/practical28.py gptme/eval/suites/practical6.py gptme/eval/leaderboard.py gptme/eval/__init__.py gptme/eval/types.py gptme/eval/swebench/info.py gptme/eval/swebench/__init__.py gptme/eval/swebench/retrieval.py gptme/eval/swebench/utils.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/main.py gptme/eval/swebench/__main__.py gptme/eval/filestore.py gptme/eval/agents/swebench.py gptme/eval/agents/claude_code.py gptme/eval/agents/__init__.py gptme/eval/dspy/signatures.py gptme/eval/dspy/__init__.py gptme/eval/dspy/experiments.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/metrics.py gptme/eval/dspy/tasks.py gptme/eval/dspy/__main__.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/cli.py gptme/eval/run.py gptme/eval/main.py gptme/eval/execenv.py gptme/eval/tbench/__init__.py gptme/eval/tbench/agent.py gptme/eval/tbench/run.py gptme/eval/__main__.py gptme/eval/swe_extra/__init__.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/model_attestation.py gptme/telemetry.py tests/test_gptme_provider.py tests/test_tools_choice.py tests/test_tools_form.py tests/test_docs_tool_formats_coverage.py tests/test_timings.py tests/test_cli.py tests/test_hybrid_lessons.py tests/test_integration_phase4.py tests/test_pytest_retry_tmp_path_interaction.py tests/test_tui.py tests/test_server_config_workspace_containment.py tests/test_tools_precommit.py tests/test_eval_leaderboard.py tests/test_util_tool_format.py tests/test_agent_memory.py tests/test_preview_proxy.py tests/test_lessons_tool.py tests/test_lessons_index.py tests/test_server_artifacts.py tests/test_treeofthoughts.py tests/test_pytest_timeout_retry_interaction.py tests/test_custom_providers.py tests/test_mcp.py tests/test_acp_protocol_logging.py tests/test_tasks_api.py tests/test_prompt_tools.py tests/test_message_command.py tests/test_circuit_breaker.py tests/test_util_terminal.py tests/test_subagent_persistence.py tests/test_workspace_agents.py tests/test_server.py tests/test_eval_computer_suite.py tests/test_workspace_memory_policy.py tests/test_cc_memory.py tests/test_tools__anchored.py tests/test_eval_practical19.py tests/test_tools_browser.py tests/test_search_alias.py tests/test_hooks_cost_awareness.py tests/test_shell_issue772.py tests/test_chats_clean.py tests/test_lessons_status.py tests/test_computer_video_frames_cli.py tests/test_tools_patch_anchored.py tests/test_tui_e2e.py tests/test_llm_openai_reasoning_effort.py tests/test_model_attestation.py tests/test_cli_confirm_hook.py tests/test_utils.py tests/test_config.py tests/test_setup_completions.py tests/test_computer_screenshot_cli.py tests/test_provider_plugins.py tests/test_execute_msg_defensive.py tests/lessons/test_bm25_parity.py tests/lessons/test_wildcard_matching.py tests/test_anti_slop.py tests/test_tool_use.py tests/test_tools_shell.py tests/test_acp_adapter.py tests/test_eval_practical20.py tests/test_computer_settle.py tests/test_util_gh_mocked.py tests/test_eval_behavioral_solutions.py tests/test_llm_mock.py tests/test_chat.py tests/test_llm_retry_policy.py tests/test_execenv.py tests/test_output_format.py tests/test_unified_plugins.py tests/test_server_bad_input.py tests/test_cost_display.py tests/test_llm_retry_abort.py tests/test_server_fresh_bad_input.py tests/test_util_cli_providers.py tests/test_tree.py tests/test_dataset.py tests/test_knowledge.py tests/test_lessons_commands.py tests/test_computer_audit.py tests/test_credentials_integration.py tests/test_prompt_templates.py tests/test_computer_record.py tests/test_server_cors.py tests/test_mcp_server.py tests/test_shell_background.py tests/test_server_tts_api.py tests/test_server_etag.py tests/test_eval_format_routing.py tests/test_computer_demo_cmd.py tests/test_context_selector.py tests/test_server_skills_api.py tests/test_pdf_to_images.py tests/test_llm_openai_sampling.py tests/test_tui_skill_events.py tests/test_llm_summarize_terminal_projection.py tests/test_acp_e2e_smoke.py tests/test_computer_latency_cmd.py tests/test_tools_subagent.py tests/test_auto_compact.py tests/test_dspy_hybrid.py tests/test_util_cost.py tests/test_agent_service_timeouts.py tests/test_tools_base.py tests/test_context.py tests/test_server_v2_sse.py tests/test_server_perf.py tests/test_master_context.py tests/test_config_encoding.py tests/test_cli_fatal_error_envelope.py tests/test_local_discovery.py tests/test_server_workspace.py tests/test_vent.py tests/test_tools_tmux.py tests/test_tools_read.py tests/test_tools_computer.py tests/test_util_context_dedup.py tests/test_browser_state.py tests/test_info.py tests/test_acp_types.py tests/test_doctor.py tests/test_guardrail_hook.py tests/test_swebench_utils.py tests/test_memory_store.py tests/test_chats_external_search.py tests/test_shell_stream_oneshot.py tests/test_oauth_openrouter.py tests/test_ephemeral.py tests/test_conversations.py tests/test_eval_timeouts.py tests/test_computer_actions.py tests/test_shell_allowlist_autoconfirm.py tests/test_subagent_concurrency.py tests/test_util_cli_mcp.py tests/test_subscription_pricing.py tests/test_util_tokens.py tests/test_acp_stdout.py tests/test_util_clipboard_paste.py tests/test_eval_tool_efficiency.py tests/test_tools_time_awareness.py tests/test_git_worktree.py tests/test_file_selector_integration.py tests/test_tools_lessons.py tests/test_constants.py tests/test_tools_token_awareness.py tests/test_server_cli_fallback.py tests/test_llm_grok_subscription.py tests/test_screenshot.py tests/test_llm_utils.py tests/test_auto_naming.py tests/test_k_best.py tests/test_chats_stats.py tests/test_chat_history.py tests/test_server_api_v2_common.py tests/test_cli_from_turn.py tests/test_track_tokens.py tests/test_json_output.py tests/test_tools_screenshot.py tests/test_acp_client.py tests/test_computer_doctor_cmd.py tests/test_server_v2.py tests/test_skill_events.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_server_v2_agents.py tests/test_shell_issue729.py tests/test_tools_morph.py tests/test_workspace_api.py tests/test_eval.py tests/test_server_v2_sessions.py tests/test_tools_patch.py tests/test_context_providers.py tests/test_eval_practical17.py tests/test_util_safety.py tests/test_codeblock.py tests/test_util_cli.py tests/test_server_host_validation.py tests/test_util.py tests/test_hooks_form_autodetect.py tests/fixtures/provider_test_scaffold.py tests/test_commands.py tests/test_server_skill_events.py tests/test_lessons_parser.py tests/test_llm_models_resolution.py tests/test_util_cli_batch.py tests/test_tools_shell_validation.py tests/test_prompt_queue.py tests/test_active_context.py tests/test_util_hooks.py tests/test_cost_awareness_delayed_warning.py tests/test_llm_openai_subscription.py tests/test_agent_doctor.py tests/test_util_cli_generate.py tests/test_tools_convert.py tests/test_util_interrupt.py tests/test_model_selection_trace_export.py tests/test_server_webui_dir.py tests/test_execute_msg_hook_call_id.py tests/test_util_keyword_matching.py tests/test_onboard.py tests/test_util_review.py tests/test_skill_installer.py tests/test_util_file_storage.py tests/test_subagent_roundtrip.py tests/test_server_startup.py tests/test_tools_complete.py tests/test_util_tree.py tests/test_prompt_skills_summary.py tests/test_hooks.py tests/test_dspy_integration.py tests/test_message.py tests/test_computer_semantic_fixtures.py tests/test_eval_claude_code.py tests/test_memory_index_policy.py tests/test_server_audio_transcription.py tests/test_subagent_planner_roles.py tests/test_github_bot.py tests/test_package_exports.py tests/test_cost_cache_cold_warning.py tests/test_mcp_adapter.py tests/test_eval_swebench_retrieval.py tests/test_sandbox.py tests/test_cost_tracker.py tests/test_hooks_cwd_changed.py tests/test_executor.py tests/test_server_session_models.py tests/test_shell_fd_leak.py tests/test_browser_lynx.py tests/test_server_metrics.py tests/test_chats_rename.py tests/test_prompts.py tests/test_misc_subprocess_timeouts.py tests/test_server_v2_tool_confirmation.py tests/test_tools_chats.py tests/test_commands_rag.py tests/test_llm_validate.py tests/test_subagent_integration.py tests/test_thread_leak.py tests/test_tools_gh.py tests/test_tool_loading_duplicate.py tests/test_markdown_validation.py tests/test_util_gh.py tests/test_skill_commands.py tests/test_session.py tests/test_init.py tests/test_tools_hashline_edit.py tests/test_hooks_mcp_namespace_hint.py tests/test_eval_pass_rate_gate.py tests/test_tool_conditionals.py tests/test_tools_save.py tests/test_agent_workspace_timeouts.py tests/test_llm_models.py tests/test_server_default_profile.py tests/test_cli_explain.py tests/test_llm_anthropic.py tests/test_llm_auth.py tests/test_shell_parser.py tests/test_demo_capture.py tests/test_config_trust.py tests/test_tools_patch_many.py tests/test_tools.py tests/test_gears.py tests/test_tools_python.py tests/test_hooks_cache_awareness.py tests/test_computer_risk_streaming.py tests/test_computer_gate.py tests/test_util_cli_attest.py tests/test_server_v2_auto_stepping.py tests/test_server_a2a.py tests/test_dirs.py tests/test_shell_memory_limit.py tests/test_util_cli_review_watch.py tests/test_agent.py tests/test_browser_github_routing.py tests/test_server_parent_death_watcher.py tests/thread_leak.py tests/test_capabilities_export.py tests/test_tools_shell_multiline.py tests/test_complete.py tests/test_reduce.py tests/test_validate_release_package.py tests/test_uri.py tests/test_git_cmd_resolver.py tests/test_workspace_snapshot.py tests/test_tools_pruner.py tests/test_quota_skip.py tests/test_eval_swebench.py tests/test_util_generate_name.py tests/conftest.py tests/test_tools_request_tool_change.py tests/test_hooks_knowledge_inject.py tests/test_webui_redirects.py tests/test_chat_config.py tests/test_server_auth.py tests/test_checkpoint.py tests/test_xml_format.py tests/test_tools_restart.py tests/test_server_v2_hooks.py tests/test_util_cli_models.py tests/test_lessons_matcher.py tests/test_subagent_budget.py tests/test_tools_rag.py tests/test_agents_md_inject.py tests/test_computer_task.py tests/test_llm_openai.py tests/test_foreground_output_dedup.py tests/test_computer_artifacts.py tests/test_browser_session_persistence.py tests/test_eval_trends.py tests/test_lessons_auto_include.py tests/test_commands_llm.py tests/test_lessons.py tests/test_cli_status.py tests/test_tools_mcp.py tests/test_dspy_gepa.py tests/test_server_cli_tools.py tests/test_computer_run_task_cli.py tests/test_browser.py tests/test_hooks_registry.py tests/test_external_sessions.py tests/test_eval_behavioral.py tests/test_replay.py tests/test_tools_vision.py tests/test_util_output_storage.py tests/test_computer_x11_integration.py tests/test_autocompact_scoring.py tests/test_memory_tool.py tests/test_server_panels.py tests/test_tutorial.py tests/test_chats_json.py tests/test_cli_resume.py tests/test_context_scout.py tests/test_github_ci_self_heal.py tests/test_tools_browser_thread.py tests/test_util_context_savings.py tests/test_lessons_integration.py tests/test_util_content.py tests/test_prompt.py tests/test_cwe214_docker_env_leak.py tests/test_terminal_startup_latency.py tests/test_eval_practical16.py tests/test_tui_visual.py tests/test_telemetry.py tests/test_shell_max_output_bytes.py tests/test_generation_pre_snapshot_boundary.py tests/test_tools_todo.py tests/test_chats_export.py tests/test_skill_metrics.py tests/test_plugins.py tests/test_computer_docker_config.py tests/test_mcp_discovery.py tests/test_eval_practical18.py tests/retry_compat.py tests/test_credentials.py tests/test_subagent_worktree_isolation.py tests/test_util_export.py tests/test_server_client.py tests/test_backtrack.py tests/test_toolspec_read_only.py tests/test_server_tools_query.py tests/test_server_elicitation.py tests/test_cli_llm_generate.py tests/test_util_install.py tests/test_fold_mid_system.py tests/test_tools_autocommit.py tests/test_dspy_basic.py tests/test_acp_agent.py tests/test_script_hooks.py tests/test_computer_use_integration.py tests/test_eval_subagent.py tests/test_snapshot_list.py tests/test_memory_cli_metadata.py tests/test_hooks_server_confirm.py tests/test_profiles.py tests/test_logmanager.py tests/test_docs_structure.py tests/test_shell_output_mixing_issue408.py tests/test_cmd_service.py tests/test_tools_elicit.py tests/test_shell_for_loop_issue724.py tests/test_computer_milestone_integration.py tests/test_agent_fork_command.py tests/test_acp_session_runtime.py tests/test_snapshot_command.py tests/test_server_path_traversal.py tests/test_util_cli_skills.py tests/test_computer_transport.py tests/test_subagent_unit.py tests/test_eventlog.py tests/test_command_completion.py tests/test_computer_api.py tests/test_cli_stats.py tests/test_commands_account.py tests/test_browser_format.py tests/test_shell_high_fd.py scripts/eval_leaderboard.py scripts/analyze_compression.py scripts/treeofthoughts.py scripts/check_rst_formatting.py scripts/eval_trends.py scripts/docs_structure.py scripts/validate_release_package.py scripts/train/collect.py scripts/verify_cloudflare_pages_deep_links.py scripts/github_bot.py scripts/auto_rename_logs.py scripts/demo_capture.py scripts/check_model_freshness.py scripts/github_ci_self_heal.py  --by-file --hide-rate --quiet | tail -n +2
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File                                                                                        blank        comment           code
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tests/test_subagent_unit.py                                                                  1375            630           5181
tests/test_server_v2.py                                                                       844            326           3550
tests/test_llm_openai.py                                                                      713            434           2860
tests/test_tools_subagent.py                                                                  859            443           2839
gptme/server/api_v2.py                                                                        480            428           2829
gptme/tools/shell.py                                                                          339            553           2276
tests/test_util_review.py                                                                     478            329           2035
gptme/llm/llm_openai.py                                                                       326            472           1728
gptme/cli/cmd_computer.py                                                                     252            296           1726
tests/test_server_v2_sessions.py                                                              267            225           1693
tests/test_tools_shell.py                                                                     494            483           1677
gptme/tools/computer.py                                                                       437            864           1659
tests/test_init.py                                                                            258            147           1599
tests/test_cli.py                                                                             427            168           1571
tests/test_config.py                                                                          420            490           1472
gptme/cli/main.py                                                                             228            303           1458
tests/test_acp_agent.py                                                                       400            196           1458
tests/test_eval_behavioral.py                                                                 867            967           1357
tests/test_util_cli_review_watch.py                                                           317            189           1283
gptme/tui/app.py                                                                              188            344           1275
tests/test_tools_computer.py                                                                  438            269           1258
gptme/hooks/workspace_agents.py                                                               238            153           1255
gptme/tools/subagent/api.py                                                                   218            475           1254
gptme/acp/agent.py                                                                            205            341           1217
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/cli/util.py                                                                             254            197           1162
tests/test_server.py                                                                          297            202           1126
tests/test_llm_utils.py                                                                       311            139           1088
tests/test_doctor.py                                                                          266            141           1055
gptme/server/session_step.py                                                                  176            342           1031
tests/test_tools_complete.py                                                                  218            253           1017
tests/test_tools_base.py                                                                      331            112           1010
gptme/cli/doctor.py                                                                           125             95           1005
tests/test_reduce.py                                                                          283            248            997
tests/test_memory_store.py                                                                    152             59            981
tests/test_tools_browser.py                                                                   316             74            980
tests/test_util_cli.py                                                                        256            181            977
tests/test_info.py                                                                            183             78            972
tests/test_codeblock.py                                                                       432            934            965
gptme/tools/base.py                                                                           195            296            960
gptme/llm/llm_anthropic.py                                                                    225            325            959
gptme/hooks/tests/test_workspace_agents.py                                                    193             49            956
tests/test_tui.py                                                                             251            122            954
tests/test_lessons_auto_include.py                                                            252            217            938
gptme/eval/main.py                                                                            108            117            924
tests/test_cmd_service.py                                                                     207            184            909
gptme/server/api_v2_sessions.py                                                               119            175            899
tests/test_auto_compact.py                                                                    352            272            894
tests/test_eval_leaderboard.py                                                                126            104            883
tests/test_tools_convert.py                                                                   265            117            864
gptme/cli/cmd_review_pr.py                                                                    148            332            857
tests/test_computer_audit.py                                                                  231            157            846
tests/test_tasks_api.py                                                                       185             69            831
gptme/llm/__init__.py                                                                         159            292            824
tests/test_eval_computer_suite.py                                                             328            149            819
gptme/eval/leaderboard.py                                                                     149            485            817
tests/test_shell_background.py                                                                197             90            816
tests/test_util_gh_mocked.py                                                                  155            121            814
gptme/tools/subagent/execution.py                                                             139            311            811
tests/test_prompt_templates.py                                                                260            191            811
tests/test_sandbox.py                                                                         195            105            801
tests/test_chat.py                                                                            290            206            797
gptme/tools/convert.py                                                                        136             85            793
tests/test_cost_display.py                                                                    110             68            776
gptme/logmanager/manager.py                                                                   169            229            770
gptme/server/openapi_docs.py                                                                  256            177            766
tests/test_server_workspace.py                                                                149            154            743
gptme/eval/suites/computer.py                                                                 111            245            732
tests/test_tools_hashline_edit.py                                                             213            445            725
gptme/cli/cmd_review_watch.py                                                                 121            230            720
gptme/util/context.py                                                                         159            243            717
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            227            710
tests/test_eval.py                                                                            131             84            709
gptme/tools/subagent/batch.py                                                                 135            482            708
tests/test_agent.py                                                                           205            115            707
gptme/tools/chats.py                                                                          135            175            706
gptme/cli/setup.py                                                                            154             72            700
tests/test_acp_session_runtime.py                                                             222             76            699
tests/test_hooks_registry.py                                                                  247             89            696
tests/test_llm_anthropic.py                                                                   153             51            691
gptme/server/tasks_api.py                                                                     193            130            680
gptme/llm/models/data.py                                                                       18            156            679
gptme/tools/browser.py                                                                        274            436            673
tests/test_logmanager.py                                                                      195            143            670
tests/test_llm_models_resolution.py                                                           222            179            666
gptme/tools/_browser_playwright.py                                                            234            276            665
tests/test_json_output.py                                                                     114             84            640
gptme/eval/dspy/tasks.py                                                                      170            374            639
tests/test_cli_status.py                                                                      244            137            633
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
tests/test_mcp_server.py                                                                      138             43            594
gptme/chat.py                                                                                  94            190            587
gptme/prompts/__init__.py                                                                      75             87            580
tests/test_tools_lessons.py                                                                   135             49            580
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
gptme/tools/computer_transport.py                                                             151            125            567
tests/test_llm_openai_subscription.py                                                         134             61            567
gptme/util/capabilities_export.py                                                              60             71            560
tests/test_server_panels.py                                                                    61             30            552
tests/test_memory_index_policy.py                                                              98             39            551
gptme/eval/run.py                                                                              74             96            549
tests/test_eval_subagent.py                                                                   119             56            547
tests/test_computer_actions.py                                                                165            125            546
gptme/server/a2a_api.py                                                                       103             42            544
tests/test_subagent_persistence.py                                                             68              1            543
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
tests/test_dirs.py                                                                            127             89            531
tests/test_cc_memory.py                                                                       113            108            530
tests/test_hooks_cost_awareness.py                                                             73             61            525
tests/conftest.py                                                                             141            221            521
gptme/tools/__init__.py                                                                       127            147            520
tests/test_server_bad_input.py                                                                121            101            519
tests/test_context.py                                                                         213            101            518
gptme/llm/llm_openai_subscription.py                                                          125            122            517
tests/test_lessons.py                                                                         156            153            517
gptme/eval/execenv.py                                                                          85            146            514
tests/test_commands.py                                                                        161             73            514
tests/test_capabilities_export.py                                                              65             27            506
gptme/memory/store.py                                                                          76            103            505
gptme/hooks/registry.py                                                                       102             82            502
gptme/tools/hashline_edit.py                                                                  126            383            502
tests/test_context_scout.py                                                                    78             54            501
tests/test_tools.py                                                                           200            108            498
gptme/lessons/installer.py                                                                    146            165            496
tests/test_gptme_provider.py                                                                  162             71            494
gptme/cli/cmd_chats.py                                                                        107             79            487
gptme/server/workspace_api.py                                                                 100            110            486
tests/test_hooks_cache_awareness.py                                                           151             44            484
gptme/config/user.py                                                                          112            155            483
tests/test_computer_demo_cmd.py                                                               144             74            480
gptme/codeblock.py                                                                             62            301            476
gptme/tools/shell_validation.py                                                               131            333            476
tests/test_eventlog.py                                                                        117             48            476
tests/test_snapshot_command.py                                                                117             57            476
tests/test_server_session_models.py                                                           161            141            475
gptme/hooks/tests/test_cost_awareness.py                                                       84             53            472
tests/test_llm_models.py                                                                      149            108            472
gptme/message.py                                                                              122            207            464
tests/test_skill_installer.py                                                                 138            154            459
gptme/util/reduce.py                                                                           98            163            458
tests/test_llm_auth.py                                                                        153             55            458
gptme/tools/shell_background.py                                                                96             77            455
scripts/analyze_compression.py                                                                103             68            446
tests/test_server_skill_events.py                                                              55              4            446
scripts/demo_capture.py                                                                       104             83            445
tests/test_util_cli_providers.py                                                               93             42            438
gptme/telemetry.py                                                                             98             60            435
gptme/util/_telemetry.py                                                                      110            157            432
tests/test_knowledge.py                                                                       185             20            429
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
tests/test_lessons_index.py                                                                   137            116            419
gptme/lessons/auto_include.py                                                                 108            210            418
tests/context/test_task_analyzer.py                                                            90             44            418
tests/test_util_cli_mcp.py                                                                     98             50            418
gptme/prompts/workspace.py                                                                     52             97            417
tests/test_lessons_parser.py                                                                  188            239            417
tests/test_server_artifacts.py                                                                 66             32            415
tests/test_subagent_worktree_isolation.py                                                     129             70            414
gptme/util/prompt.py                                                                          102            151            412
gptme/agent/workspace.py                                                                      130            227            407
gptme/util/cost_display.py                                                                     81             80            406
gptme/cli/auth.py                                                                              83             54            405
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
gptme/tools/python.py                                                                          98            131            393
tests/test_computer_latency_cmd.py                                                             93             42            393
gptme/lessons/index.py                                                                        120            135            392
gptme/agent/doctor.py                                                                          90             43            388
gptme/hooks/tests/test_manifest.py                                                             95             45            387
gptme/workspace_snapshot.py                                                                    53             64            386
gptme/llm/openai_responses.py                                                                  80             26            384
tests/test_dataset.py                                                                         127             38            381
gptme/logmanager/conversations.py                                                              82            119            379
tests/test_guardrail_hook.py                                                                   95             74            377
gptme/cli/cmd_hooks.py                                                                        106             76            376
tests/test_unified_plugins.py                                                                 102             42            376
scripts/check_rst_formatting.py                                                                96            102            374
tests/test_mcp_adapter.py                                                                     124             61            373
gptme/init.py                                                                                  68            113            372
gptme/server/external_sessions.py                                                              59             92            372
tests/test_conversations.py                                                                    51             33            371
tests/test_github_ci_self_heal.py                                                              71              6            371
gptme/cli/cmd_status.py                                                                        95            103            370
tests/test_server_v2_agents.py                                                                 67             28            370
tests/test_tools_read.py                                                                      121             52            370
gptme/cli/cmd_service.py                                                                      126            370            369
tests/test_workspace_api.py                                                                   103             19            369
tests/test_provider_plugins.py                                                                 93             33            366
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/llm/llm_grok_subscription.py                                                             93             74            359
tests/test_context_providers.py                                                               183            121            356
tests/test_mcp_discovery.py                                                                   107             41            356
gptme/llm/llm_openai_models.py                                                                  6             49            355
gptme/mcp/client.py                                                                            99            138            355
tests/test_lessons_matcher.py                                                                  99             86            352
gptme/hooks/tests/test_guardrails.py                                                          113             57            351
gptme/llm/local_discovery.py                                                                   64             35            351
gptme/eval/dspy/experiments.py                                                                 94             60            350
gptme/sandbox.py                                                                               95            208            349
tests/test_computer_use_integration.py                                                        140            143            349
scripts/docs_structure.py                                                                      61             25            348
tests/test_tui_e2e.py                                                                          63             82            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
tests/test_tools_patch_many.py                                                                 91            101            345
gptme/hooks/tests/test_elicitation.py                                                          91             45            343
tests/test_skill_commands.py                                                                  113             49            342
tests/test_computer_semantic_fixtures.py                                                       92            107            340
gptme/config/models.py                                                                        114             99            337
gptme/tools/mcp.py                                                                            103            103            337
tests/test_search_alias.py                                                                     56             61            337
tests/test_script_hooks.py                                                                     55              7            336
tests/test_eval_trends.py                                                                      35             22            335
gptme/hooks/cost_awareness.py                                                                  83             79            334
gptme/util/safety.py                                                                           57             63            330
tests/test_llm_grok_subscription.py                                                            98             20            330
tests/test_workspace_agents.py                                                                145             57            329
gptme/config/chat.py                                                                           64            110            328
gptme/hooks/tests/test_agents_md_inject.py                                                     63             48            328
gptme/eval/suites/practical.py                                                                 35             30            326
gptme/tools/subagent/__init__.py                                                               65            225            324
gptme/tools/subagent/types.py                                                                  85            156            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_llm_validate.py                                                                     64             61            321
tests/test_mcp.py                                                                              94             62            321
tests/test_util_safety.py                                                                      96             22            321
scripts/treeofthoughts.py                                                                      59             91            320
gptme/hooks/tests/test_tool_target_instructions.py                                             58             49            319
tests/test_workspace_snapshot.py                                                              105             46            319
tests/test_agent_doctor.py                                                                     72             34            318
gptme/eval/trends.py                                                                           59             31            317
gptme/tools/shell_flags.py                                                                     60            257            315
tests/test_preview_proxy.py                                                                    91             43            315
tests/test_skill_metrics.py                                                                    38              2            312
gptme/tools/read.py                                                                            57             79            311
tests/test_tools_morph.py                                                                      89             67            311
tests/test_util_cli_batch.py                                                                   62              8            310
tests/test_chats_external_search.py                                                            72             55            307
gptme/context/scout.py                                                                         83             92            306
tests/test_browser.py                                                                         140             71            305
gptme/dataset/trajectory_to_env.py                                                             81             92            302
gptme/attestation.py                                                                           71              2            301
gptme/cli/cmd_memory.py                                                                        40             27            301
tests/test_tools_rag.py                                                                        95             37            301
tests/test_config_encoding.py                                                                 154            195            300
tests/context/test_adaptive_compressor.py                                                      58             44            298
gptme/tools/_browser_thread.py                                                                 57             68            297
gptme/plugins/__init__.py                                                                     101            133            295
gptme/prompts/templates.py                                                                     70            151            295
gptme/server/cli.py                                                                            52             95            294
gptme/server/session_models.py                                                                 69            111            294
tests/test_eval_swebench.py                                                                    78             41            294
gptme/commands/llm.py                                                                          60             55            292
tests/test_plugins.py                                                                         110             85            292
tests/test_chats_stats.py                                                                      72             30            291
tests/test_llm_openai_reasoning_effort.py                                                      81             19            289
gptme/server/preview_proxy_api.py                                                              82            125            288
tests/test_execenv.py                                                                          76             54            288
gptme/commands/snapshot.py                                                                     43             32            287
tests/lessons/test_wildcard_matching.py                                                       114            125            287
gptme/acp/client.py                                                                            67            122            285
tests/test_server_a2a.py                                                                       64             20            283
gptme/eval/dspy/hybrid_optimizer.py                                                           141            345            282
tests/test_hooks_server_confirm.py                                                             78             31            282
tests/test_server_v2_auto_stepping.py                                                          56             50            281
gptme/eval/swe_extra/swe_bench_test_spec.py                                                    53             29            280
gptme/tools/lessons.py                                                                        106            117            278
tests/test_tools_patch_anchored.py                                                             65             26            278
gptme/llm/validate.py                                                                          43             64            277
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
tests/test_tools_restart.py                                                                    72             49            274
gptme/util/tool_display.py                                                                     36             23            273
tests/test_util_tokens.py                                                                     129             71            273
gptme/tools/patch.py                                                                           63             95            271
tests/test_hooks.py                                                                           130             49            271
tests/test_telemetry.py                                                                        77             85            270
gptme/hooks/tests/test_token_awareness.py                                                      37             28            269
tests/test_util_cli_attest.py                                                                  67              1            269
gptme/cli/cmd_init.py                                                                          92            163            268
gptme/profiles.py                                                                              66             68            268
gptme/llm/models/listing.py                                                                    63             58            267
tests/test_computer_docker_config.py                                                           59             92            267
tests/lessons/test_bm25_parity.py                                                              67             70            266
gptme/memory/schema.py                                                                         49             24            264
gptme/cli/cmd_skills.py                                                                        71             35            261
tests/test_server_startup.py                                                                   39             65            261
tests/test_tools_autocommit.py                                                                 99             47            259
gptme/llm/models/resolution.py                                                                 59             85            258
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
tests/test_eval_claude_code.py                                                                 66             27            253
gptme/knowledge.py                                                                             70             80            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            249
tests/test_prompt_tools.py                                                                     57             30            249
tests/test_tools_screenshot.py                                                                 59             52            249
gptme/config/cli_setup.py                                                                      39             62            247
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_track_tokens.py                                                                     63             29            245
gptme/tools/patch_many.py                                                                      56             62            243
gptme/anti_slop.py                                                                             40             62            242
tests/test_local_discovery.py                                                                  63             18            242
tests/test_agents_md_inject.py                                                                 43             37            241
gptme/eval/swebench/main.py                                                                    32             23            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
gptme/util/auto_naming.py                                                                      68             78            236
tests/test_computer_x11_integration.py                                                         87             87            236
tests/test_cli_stats.py                                                                        62             27            234
gptme/context/adaptive_compressor.py                                                           76            130            232
gptme/tools/todo.py                                                                            96            104            232
tests/test_onboard.py                                                                          56             49            232
gptme/logmanager/eventlog.py                                                                   68             56            231
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_tools__anchored.py                                                                  46             30            230
tests/test_computer_settle.py                                                                  90             78            228
tests/test_hooks_cwd_changed.py                                                                55             24            227
gptme/cli/cmd_resume.py                                                                        44             25            226
gptme/lessons/parser.py                                                                        74            119            226
gptme/tools/autocompact/engine.py                                                              41             75            225
gptme/tools/subagent/hooks.py                                                                  73            136            225
tests/test_chats_json.py                                                                       32             17            225
gptme/hooks/__init__.py                                                                        22             50            224
gptme/mcp/registry.py                                                                          59             70            224
tests/test_git_worktree.py                                                                     57             37            224
tests/test_tools_python.py                                                                     93             60            224
gptme/eval/suites/behavioral/__init__.py                                                        9             11            223
gptme/eval/suites/practical6.py                                                                56             46            221
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
tests/test_subagent_roundtrip.py                                                               70             51            216
gptme/commands/base.py                                                                         71             76            214
tests/test_hooks_knowledge_inject.py                                                           64              6            214
tests/test_llm_openai_sampling.py                                                              42              0            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
tests/test_checkpoint.py                                                                       88             20            211
tests/test_server_fresh_bad_input.py                                                           43             38            211
gptme/model_attestation.py                                                                     63             78            209
gptme/eval/swebench/evaluate.py                                                                39             61            208
gptme/lessons/skill_events.py                                                                  33             26            208
tests/test_autocompact_scoring.py                                                              86             39            208
gptme/cli/cmd_batch.py                                                                         31              6            207
tests/test_server_v2_hooks.py                                                                  80             60            207
gptme/server/auth.py                                                                           76            118            206
tests/test_executor.py                                                                         50             31            206
tests/test_oauth_openrouter.py                                                                 62              9            205
tests/test_shell_stream_oneshot.py                                                             71             44            204
gptme/server/panels_api.py                                                                     51             51            203
tests/test_util_file_storage.py                                                                51             36            203
gptme/server/computer_api.py                                                                   51             55            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
gptme/util/sound.py                                                                            65             72            200
tests/test_tutorial.py                                                                         85              7            200
tests/test_util_cli_models.py                                                                  31             27            199
gptme/hooks/tests/test_active_context.py                                                       37             29            198
gptme/hooks/tests/test_server_elicit.py                                                        58             23            196
gptme/hooks/guardrails.py                                                                      65             84            195
tests/test_cli_fatal_error_envelope.py                                                         41             37            194
tests/test_tools_save.py                                                                       57             36            193
gptme/cli/cmd_knowledge.py                                                                     44             57            191
gptme/eval/suites/practical8.py                                                                68             62            191
tests/test_chats_clean.py                                                                      46             18            191
tests/test_server_tools_query.py                                                               54             35            191
gptme/hooks/manifest.py                                                                        43             41            190
tests/test_acp_client.py                                                                       69             34            190
gptme/hooks/script.py                                                                          21              8            189
tests/test_computer_task.py                                                                   116             31            189
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/eval/suites/practical14.py                                                               64             52            185
gptme/tools/morph.py                                                                           43             49            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
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
gptme/cli/cmd_mcp.py                                                                           52             29            178
gptme/config/core.py                                                                           59             84            178
gptme/tools/autocompact/resume.py                                                              50             74            178
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/commands/session.py                                                                      58             47            174
gptme/tools/request_tool_change.py                                                             35             33            173
tests/test_tools_todo.py                                                                       81             65            173
tests/test_workspace_memory_policy.py                                                          36              3            173
gptme/tools/patch_anchored.py                                                                  54             79            172
tests/test_chats_export.py                                                                     48             17            172
tests/test_model_selection_trace_export.py                                                     55             13            172
tests/test_util_cli_generate.py                                                                35              7            172
gptme/circuit_breaker.py                                                                       49             72            171
gptme/eval/suites/practical10.py                                                               55             65            171
tests/test_acp_types.py                                                                        35             12            171
tests/test_tools_patch.py                                                                      91            214            171
gptme/eval/agents/swebench.py                                                                  35             22            170
tests/test_toolspec_read_only.py                                                               40             11            170
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_tools_elicit.py                                                                     50             25            167
gptme/server/acp_session_runtime.py                                                            34             30            165
tests/test_util_cli_skills.py                                                                  63             42            165
gptme/eval/suites/practical2.py                                                                46             18            164
gptme/llm/llm_gptme.py                                                                         64            112            164
gptme/util/cost_tracker.py                                                                     56             98            164
gptme/hooks/types.py                                                                           96            136            163
gptme/tui/main.py                                                                              25             15            163
tests/test_anti_slop.py                                                                        69             24            163
tests/test_tools_time_awareness.py                                                             52             34            163
tests/test_util_cost.py                                                                        29             26            163
gptme/cli/cmd_explain.py                                                                       33             26            161
tests/test_server_default_profile.py                                                           69             42            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_api_v2_common.py                                                             48             48            158
tests/test_tui_visual.py                                                                       48             46            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
gptme/cli/cmd_dataset.py                                                                       25             23            156
gptme/hooks/cli_confirm.py                                                                     52             59            156
gptme/server/api_v2_common.py                                                                  83             63            156
tests/test_commands_account.py                                                                 37              6            156
tests/test_server_v2_tool_confirmation.py                                                      33             33            155
gptme/eval/suites/practical15.py                                                               65             92            154
tests/test_eval_pass_rate_gate.py                                                              48              9            154
tests/test_git_cmd_resolver.py                                                                 45             34            154
tests/test_llm_retry_policy.py                                                                 63             18            153
tests/test_server_config_workspace_containment.py                                              42             46            153
tests/test_timings.py                                                                          66             50            153
gptme/tools/autocompact/scoring.py                                                             53             89            152
tests/test_subagent_integration.py                                                             48             21            152
gptme/commands/account.py                                                                      45             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/restart.py                                                                         53             83            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
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
gptme/llm/models/types.py                                                                      55             91            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
tests/test_vent.py                                                                             32             10            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
gptme/hooks/agents_md_inject.py                                                                36             63            137
tests/test_util_content.py                                                                     49             25            137
gptme/eval/swebench/utils.py                                                                   30             10            135
gptme/hooks/tool_target_instructions.py                                                        37             47            135
gptme/server/app.py                                                                            35             84            135
gptme/tools/elicit.py                                                                          40            121            135
tests/test_chat_config.py                                                                      53             44            135
tests/test_cli_explain.py                                                                      53             18            135
gptme/tools/autocompact/context_provider.py                                                    51             54            133
tests/test_computer_gate.py                                                                    76             40            133
gptme/cli/cmd_attest.py                                                                        21              5            131
gptme/eval/suites/practical17.py                                                               64            137            131
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
gptme/hooks/tests/test_markdown_validation.py                                                  29             21            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
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             58            122
gptme/tools/autocompact/hook.py                                                                40             48            122
gptme/prompt_queue.py                                                                          41             21            121
tests/test_server_webui_dir.py                                                                 59             21            121
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
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
gptme/server/metrics.py                                                                        36             19            117
tests/test_util_clipboard_paste.py                                                             27             14            117
gptme/eval/suites/behavioral/add_type_hints.py                                                 40             97            116
gptme/plugins/registry.py                                                                      40             35            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
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
gptme/hooks/tests/test_time_awareness.py                                                       36             11            111
gptme/util/export.py                                                                           26             29            111
gptme/eval/types.py                                                                            35             69            110
gptme/tools/computer_semantic.py                                                               61            129            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_tools_chats.py                                                                      26             19            107
gptme/eval/suites/practical28.py                                                               66            155            106
gptme/cli/checkpoint.py                                                                        23             14            105
gptme/eval/suites/behavioral/implement_lru_cache.py                                            56            101            105
gptme/eval/suites/practical13.py                                                               47             47            105
gptme/eval/suites/practical19.py                                                               58            133            105
gptme/eval/suites/behavioral/implement_event_emitter.py                                        48             94            104
gptme/eval/suites/practical22.py                                                               76            174            104
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/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/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/_anchored.py                                                                       33             41            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
tests/test_memory_cli_metadata.py                                                              12              8            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/llm/llm_openrouter_subscription.py                                                       35             37             99
gptme/tools/vision.py                                                                          35             36             99
tests/test_generation_pre_snapshot_boundary.py                                                 38             39             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_shell_parser.py                                                                     19              3             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/tools/vent.py                                                                            39             64             93
gptme/prompts/chat_history.py                                                                  34             27             91
tests/test_server_etag.py                                                                      22              5             91
gptme/acp/types.py                                                                             25             13             90
gptme/hooks/knowledge_inject.py                                                                21             37             90
gptme/server/tts_api.py                                                                        24             18             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             30             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
gptme/hooks/time_awareness.py                                                                  32             29             86
gptme/tools/autocompact/decision.py                                                            34             48             86
tests/test_browser_github_routing.py                                                           27              0             86
gptme/config/__init__.py                                                                        7             16             85
gptme/eval/suites/behavioral/implement_memoization.py                                          50            112             85
gptme/tools/autocompact/handlers.py                                                            27             14             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
tests/test_shell_high_fd.py                                                                    28             29             83
gptme/eval/suites/behavioral/add_docstrings.py                                                 47            103             82
gptme/eval/suites/behavioral/add_feature_preserve_default.py                                   27             40             82
gptme/tools/autocommit.py                                                                      38             58             81
tests/test_commands_llm.py                                                                     16              0             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_server_perf.py                                                                      22             21             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/gears.py                                                                                 16              4             76
gptme/eval/pass_rate_gate.py                                                                   23             44             75
gptme/memory/policy.py                                                                         11              7             75
tests/test_cli_llm_generate.py                                                                 17             10             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/hooks/tests/test_cwd_awareness.py                                                        13             12             74
gptme/llm/models/__init__.py                                                                    4             12             74
gptme/tools/subagent/control.py                                                                19              3             74
tests/test_custom_providers.py                                                                 32             44             74
tests/test_subscription_pricing.py                                                             27             14             74
gptme/tools/progress.py                                                                        23             53             73
tests/test_pytest_timeout_retry_interaction.py                                                 21             25             73
tests/test_shell_issue772.py                                                                   48             47             73
gptme/util/output_storage.py                                                                   29             37             71
tests/test_acp_e2e_smoke.py                                                                    23             27             71
gptme/llm/llm_anthropic_models_deprecated.py                                                    5             11             70
gptme/llm/retry_abort.py                                                                       24             66             70
gptme/session.py                                                                               39             64             70
gptme/config/project.py                                                                        23             28             69
gptme/context/selector/llm_based.py                                                            32             38             69
gptme/plugins/entrypoints.py                                                                   24             35             69
gptme/util/generate_name.py                                                                     5              6             69
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
gptme/eval/swe_extra/swe_bench_constants.py                                                     9              9             66
gptme/util/master_context.py                                                                   28             38             66
tests/test_setup_completions.py                                                                21              6             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/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/prompts/skills.py                                                                        16             10             58
tests/test_validate_release_package.py                                                         14              1             58
gptme/tools/clarify.py                                                                         17             26             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/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/llm/provider_plugins.py                                                                  39             35             48
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
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
gptme/tools/autocompact/__init__.py                                                             3             12             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_gears.py                                                                            18              0             36
tests/test_util_export.py                                                                      20             11             36
gptme/eval/suites/behavioral/iterative_debug.py                                                28             39             35
tests/test_message_command.py                                                                  13             12             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              5             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/constants.py                                                                             21             29             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
gptme/hooks/cwd_awareness.py                                                                   11             17             28
tests/test_eval_practical16.py                                                                 11              0             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             24
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/tools/_url_safety.py                                                                      9             10             22
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/config.py                                                                        13             30             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/suites/browser.py                                                                    5              0             17
gptme/plugins/plugin.py                                                                        25             39             17
gptme/cli/__init__.py                                                                          10             13             15
tests/test_llm_summarize_terminal_projection.py                                                 9              9             15
tests/test_screenshot.py                                                                        9              6             15
gptme/__main__.py                                                                               2              0             12
gptme/util/stdio.py                                                                             8              9             12
gptme/prompts/architect.py                                                                     26             52             11
gptme/server/__init__.py                                                                        5              8              9
gptme/server/constants.py                                                                       7             11              9
gptme/eval/tbench/__init__.py                                                                  13             22              8
gptme/eval/dspy/__init__.py                                                                     6              6              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:                                                                                        69392          65697         261350
-------------------------------------------------------------------------------------------------------------------------------
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: 893
  Total blocks: 19349
  Average complexity: 3.7364721691043465

Most Complex Functions (D+):
  gptme/plugins/__init__.py
      F 205:0 _load_plugin - D
  gptme/message.py
      F 559:0 format_msgs - D
      F 665:0 print_msg - D
  gptme/tui/app.py
      M 1505:4 GptmeApp._generation_body - D
      M 668:4 ChatInput._on_key - D
  gptme/codeblock.py
      F 102:0 _find_heredoc_terminator - E
      F 240:0 _scan_ipython_triple_quote - D
  gptme/tools/computer.py
      F 1386:0 _dispatch_transport - D
  gptme/tools/mcp_adapter.py
      F 200:0 create_mcp_tools - D
  gptme/tools/python.py
      F 271:0 execute_python - D
  gptme/tools/autocompact/engine.py
  gptme/tools/__init__.py
      F 290:0 get_toolchain - D
      F 177:0 init_tools - D
  gptme/tools/subagent/execution.py
      F 488:0 _run_subagent_subprocess - D
  gptme/tools/subagent/batch.py
  gptme/tools/subagent/api.py
  gptme/tools/complete.py
      F 190:0 complete_hook - E
      F 679:0 stuck_detect_hook - D
  gptme/tools/shell_background.py
      M 116:4 BackgroundJob._read_output - D
  gptme/tools/gh.py
      F 99:0 _wait_for_checks - D
  gptme/tools/tmux.py
      F 423:0 execute_tmux - D
  gptme/tools/chats.py
  gptme/tools/shell_validation.py
      F 386:0 _has_sensitive_args - D
  gptme/tools/shell.py
      M 1031:4 ShellSession._read_output_windows - E
      F 2447:0 execute_shell_impl - D
      M 873:4 ShellSession._run_pipe - D
      M 643:4 ShellSession._run_with_tty - D
  gptme/tools/shell_flags.py
      F 414:0 _split_lines - D
      F 560:0 _check_segment - D
  gptme/tools/read.py
      F 161:0 _read_one - E
      F 305:0 execute_read - D
  gptme/tools/lessons.py
      F 244:0 auto_include_lessons_hook - D
  gptme/tools/mcp.py
  gptme/tools/hashline_edit.py
      F 808:0 execute_hashline_edit - D
  gptme/tools/base.py
      F 376:0 render_tool_conditionals - D
  gptme/info.py
      F 431:0 format_version_info - D
  gptme/lessons/hybrid_matcher.py
      M 394:4 HybridLessonMatcher._match_with_bm25 - 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/parser.py
      F 273:0 parse_lesson - D
  gptme/lessons/index.py
      M 97:4 LessonIndex._default_dirs - E
      M 432:4 LessonIndex._load_manifest_skill_stubs - 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/registry.py
      M 178:4 HookRegistry.trigger - D
  gptme/hooks/__init__.py
      F 115:0 init_hooks - D
  gptme/hooks/token_awareness.py
      F 93:0 add_token_usage_warning - D
  gptme/hooks/tool_target_instructions.py
      F 67:0 _extract_paths - D
  gptme/prompts/__init__.py
      F 261:0 _build_prompt_sections - E
  gptme/prompts/workspace.py
  gptme/prompts/chat_history.py
      F 20:0 prompt_chat_history - E
  gptme/prompts/templates.py
      F 91:0 prompt_gptme - E
  gptme/context/selector/rule_based.py
      M 27:4 RuleBasedSelector.select - D
  gptme/context/selector/file_selector.py
  gptme/config/models.py
      M 365:4 ProjectConfig.from_dict - D
  gptme/config/core.py
      M 80:4 Config.mcp - D
  gptme/config/user.py
      F 351:0 load_user_config - E
      F 674:0 _merge_config_data - D
  gptme/config/chat.py
      M 151:4 ChatConfig.from_dict - D
      M 291:4 ChatConfig.save - D
  gptme/config/cli_setup.py
  gptme/commands/snapshot.py
      F 42:0 _print_prunable - D
  gptme/commands/llm.py
      F 180:0 cmd_tools - D
      F 271:0 cmd_context - D
  gptme/commands/backtrack.py
      F 65:0 cmd_backtrack - D
  gptme/commands/checkpoint.py
      F 43:0 cmd_checkpoint - D
  gptme/commands/meta.py
      F 142:0 cmd_plugin - E
  gptme/util/ask_execute.py
      F 69:0 execute_with_confirmation - D
  gptme/util/_telemetry.py
      F 324:0 init_telemetry - 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/capabilities_export.py
      F 549:0 validate_snapshot - D
  gptme/util/prompt.py
      M 296:4 GptmeCompleter.get_completions - D
  gptme/util/reduce.py
      F 553:0 _drop_orphaned_tool_pairs - D
      F 624:0 limit_log - D
  gptme/util/context.py
      F 497:0 include_paths - E
      F 985:0 _resource_to_codeblock - E
  gptme/util/cost_display.py
      F 392:0 display_costs - D
      F 227:0 gather_conversation_costs - D
  gptme/init.py
      F 136:0 init_model - D
      F 296:0 _record_selection_trace - D
  gptme/memory/schema.py
  gptme/server/session_step.py
  gptme/server/tasks_api.py
      F 396:0 get_git_status - D
      F 856:0 api_tasks_update - D
  gptme/server/api_v2_sessions.py
      F 577:0 api_conversation_tool_confirm - E
      F 1037:0 api_conversation_transcript - D
      F 809:0 api_conversation_rerun - D
  gptme/server/openapi_docs.py
      F 948:0 _convert_to_openapi_nullable - D
  gptme/server/api_v2_agents.py
      F 57:0 api_agents_put - D
  gptme/server/api_v2.py
      F 1640:0 api_conversation_put - E
      F 2088:0 api_conversation_edit_message - E
      F 1843:0 api_conversation_post - E
      F 2829:0 api_conversation_config_patch - E
      F 1508:0 api_conversation - D
  gptme/server/a2a_api.py
      F 490:0 _task_from_conversation - D
  gptme/chat.py
      F 309:0 _run_chat_loop - E
      F 516:0 _process_message_conversation - E
      F 142:0 chat - D
  gptme/llm/__init__.py
  gptme/llm/llm_openai.py
      F 1076:0 chat - E
      F 520:0 init - E
      F 1551:0 stream - E
      F 793:0 _handle_openai_transient_error - D
      F 1350:0 extra_body - D
      F 1779:0 _handle_tools - D
  gptme/llm/llm_anthropic.py
      F 1362:0 _prepare_messages_for_api - D
      F 752:0 chat - D
  gptme/llm/openai_responses.py
      F 320:0 _stream_responses_events - D
  gptme/llm/models/listing.py
      F 291:0 list_models - D
  gptme/llm/models/resolution.py
  gptme/workspace_snapshot.py
      F 417:0 prune_by_age - D
  gptme/acp/agent.py
      M 655:4 GptmeAgent.new_session - E
      M 1128:4 GptmeAgent.prompt - D
  gptme/cli/cmd_skills.py
      F 17:0 skills_list - 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/doctor.py
      F 642:0 _check_computer - D
  gptme/cli/main.py
      M 101:4 _DynamicHelpCommand.parse_args - D
  gptme/cli/cmd_agents.py
      F 25:0 run_scan - D
  gptme/cli/util.py
      F 816:0 llm_generate - D
      F 1353:0 models_test - D
  gptme/cli/cmd_review_watch.py
  gptme/cli/cmd_service.py
      F 566:0 init - D
  gptme/cli/cmd_hooks.py
      F 265:0 run - D
  gptme/cli/cmd_review_pr.py
      F 1072:0 review_pr - D
  gptme/agent/doctor.py
      F 339:0 check_lessons - E
  gptme/eval/trends.py
      F 157:0 compute_diff - D
  gptme/eval/suites/practical16.py
      F 68:0 check_queue_all_producers_mentioned - D
  gptme/eval/leaderboard.py
      F 928:0 compute_rate_trends - D
      F 692:0 aggregate_per_test - D
  gptme/eval/dspy/hybrid_optimizer.py
      C 239:0 TaskComplexity - D
      M 283:4 TaskComplexity.analyze - D
  gptme/eval/run.py
      F 310:0 execute - D
  gptme/eval/main.py
  gptme/telemetry.py
      F 398:0 record_llm_request - E
  tests/test_server.py
      F 309:0 test_api_conversation_list_detail_flag - D
  tests/test_config.py
      F 729:0 test_project_config_loaded_from_toml - D
      F 766:0 test_project_config_loaded_from_json - D
  tests/test_eval_behavioral_solutions.py
      F 55:0 _apply_solution - E
  tests/test_memory_store.py
      M 385:4 TestStore.test_concurrent_supersede_keeps_links_consistent - D
  tests/test_skill_events.py
      F 32:0 test_queue_is_not_completion_and_terminal_requires_valid_transition - D
  tests/test_util_cli.py
      F 19:0 test_tokens_count - D
      F 406:0 test_tools_list - D
      F 558:0 test_models_list - D
  tests/test_server_v2_tool_confirmation.py
      F 15:0 test_tool_confirmation_flow - D
  tests/test_server_v2_auto_stepping.py
      F 16:0 test_auto_stepping - E
      F 259:0 test_multi_tool_per_message - D
  tests/test_skill_metrics.py
      F 100:0 test_ledger_and_metrics_agree_without_duplicate_terminal_counts - E
  scripts/treeofthoughts.py
      F 183:0 tree_search - D
  scripts/check_rst_formatting.py
      F 62:0 check_lines - E
  scripts/docs_structure.py
      F 263:0 check_nav - E
  scripts/github_bot.py
      F 554:0 main - D
  scripts/auto_rename_logs.py
      F 32:0 auto_rename_logs - D
  scripts/demo_capture.py
      F 485:0 main - D

Largest Files (>300 SLOC):
  5181 tests/test_subagent_unit.py
  3550 tests/test_server_v2.py
  2874 tests/test_llm_openai.py
  2844 tests/test_tools_subagent.py
  2829 gptme/server/api_v2.py
  2368 gptme/tools/shell.py
  2252 tests/test_eval_behavioral.py
  2075 tests/test_util_review.py
  1939 gptme/tools/computer.py
  1886 tests/test_tools_shell.py
  1740 tests/test_config.py
  1728 gptme/llm/llm_openai.py
  1727 gptme/cli/cmd_computer.py
  1695 tests/test_server_v2_sessions.py
  1599 tests/test_init.py
  1580 tests/test_cli.py
  1509 gptme/cli/main.py
  1458 tests/test_acp_agent.py
  1431 gptme/tui/app.py
  1379 tests/test_codeblock.py
  1299 tests/test_tools_computer.py
  1285 tests/test_util_cli_review_watch.py
  1256 gptme/hooks/workspace_agents.py
  1254 gptme/tools/subagent/api.py
  1230 gptme/util/gh.py
  1217 gptme/acp/agent.py
  1188 tests/test_tools_shell_validation.py
  1187 gptme/eval/leaderboard.py
  1172 tests/test_util_gh.py
  1168 gptme/cli/util.py
  1132 tests/test_server.py
  1127 tests/test_eval_behavioral_solutions.py
  1088 tests/test_llm_utils.py
  1055 tests/test_doctor.py
  1042 tests/test_tools_base.py
  1031 gptme/server/session_step.py
  1021 tests/test_tools_complete.py
  1005 gptme/cli/doctor.py
  1004 tests/test_tools_hashline_edit.py
   997 tests/test_reduce.py
   989 tests/test_memory_store.py
   980 tests/test_tools_browser.py
   977 tests/test_util_cli.py
   972 tests/test_info.py
   966 gptme/tools/base.py
   962 gptme/llm/llm_anthropic.py
   957 tests/test_lessons_auto_include.py
   956 gptme/hooks/tests/test_workspace_agents.py
   954 tests/test_tui.py
   947 gptme/eval/dspy/tasks.py
   931 tests/test_auto_compact.py
   926 gptme/eval/main.py
   910 tests/test_cmd_service.py
   902 gptme/server/api_v2_sessions.py
   889 tests/test_eval_leaderboard.py
   881 tests/test_computer_audit.py
   878 gptme/cli/cmd_review_pr.py
   864 tests/test_tools_convert.py
   844 tests/test_chat.py
   831 tests/test_tasks_api.py
   824 gptme/llm/__init__.py
   821 tests/test_util_gh_mocked.py
   820 gptme/eval/suites/computer.py
   819 tests/test_eval_computer_suite.py
   816 tests/test_shell_background.py
   815 tests/test_prompt_templates.py
   811 gptme/tools/subagent/execution.py
   801 tests/test_sandbox.py
   797 gptme/llm/models/data.py
   794 gptme/tools/convert.py
   790 gptme/server/openapi_docs.py
   781 tests/test_cost_display.py
   771 gptme/logmanager/manager.py
   758 gptme/tools/browser.py
   743 tests/test_server_workspace.py
   739 gptme/util/context.py
   733 gptme/tools/chats.py
   728 tests/test_eval.py
   720 gptme/cli/cmd_review_watch.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
   710 gptme/tools/mcp_adapter.py
   709 gptme/cli/setup.py
   707 tests/test_agent.py
   705 gptme/tools/hashline_edit.py
   699 tests/test_acp_session_runtime.py
   696 tests/test_hooks_registry.py
   692 tests/test_llm_anthropic.py
   680 gptme/tools/_browser_playwright.py
   680 gptme/server/tasks_api.py
   670 tests/test_logmanager.py
   666 tests/test_llm_models_resolution.py
   640 tests/test_json_output.py
   637 gptme/cli/cmd_service.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
   607 tests/test_computer_doctor_cmd.py
   599 gptme/util/capabilities_export.py
   596 gptme/tools/gh.py
   594 tests/test_mcp_server.py
   587 gptme/chat.py
   583 gptme/tools/complete.py
   583 gptme/prompts/__init__.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
   570 tests/test_llm_openai_subscription.py
   567 scripts/github_ci_self_heal.py
   567 gptme/tools/computer_transport.py
   554 tests/test_eval_subagent.py
   552 tests/test_server_panels.py
   551 tests/test_memory_index_policy.py
   550 gptme/eval/run.py
   548 gptme/server/a2a_api.py
   546 tests/test_computer_actions.py
   543 tests/test_subagent_persistence.py
   541 gptme/server/artifacts_api.py
   539 tests/test_server_path_traversal.py
   539 gptme/llm/llm_openai_subscription.py
   538 tests/test_cc_memory.py
   538 gptme/tools/subagent/__init__.py
   537 tests/test_model_attestation.py
   534 tests/test_tools.py
   533 tests/conftest.py
   531 tests/test_dirs.py
   526 gptme/eval/execenv.py
   525 tests/test_hooks_cost_awareness.py
   523 gptme/tools/__init__.py
   519 tests/test_server_bad_input.py
   518 tests/test_context.py
   514 tests/test_commands.py
   514 gptme/lessons/installer.py
   506 tests/test_capabilities_export.py
   505 gptme/memory/store.py
   504 gptme/tools/shell_validation.py
   502 gptme/hooks/registry.py
   501 tests/test_context_scout.py
   496 tests/test_gptme_provider.py
   487 gptme/cli/cmd_chats.py
   486 gptme/server/workspace_api.py
   485 gptme/config/user.py
   484 tests/test_hooks_cache_awareness.py
   484 gptme/codeblock.py
   483 gptme/tools/tmux.py
   480 tests/test_computer_demo_cmd.py
   477 tests/test_snapshot_command.py
   476 tests/test_eventlog.py
   475 tests/test_server_session_models.py
   472 tests/test_llm_models.py
   472 gptme/hooks/tests/test_cost_awareness.py
   471 gptme/message.py
   458 tests/test_llm_auth.py
   458 gptme/util/reduce.py
   458 gptme/tools/shell_background.py
   456 gptme/agent/workspace.py
   451 scripts/demo_capture.py
   446 tests/test_server_skill_events.py
   445 scripts/analyze_compression.py
   442 gptme/tools/shell_flags.py
   442 gptme/tools/python.py
   438 tests/test_util_cli_providers.py
   437 tests/test_lessons_index.py
   436 tests/test_computer_api.py
   436 gptme/util/_telemetry.py
   435 gptme/telemetry.py
   432 gptme/util/prompt.py
   429 tests/test_knowledge.py
   425 tests/test_tools_browser_thread.py
   423 tests/test_external_sessions.py
   422 tests/test_lessons_commands.py
   421 gptme/eval/dspy/prompt_optimizer.py
   420 tests/test_tools_patch_many.py
   419 gptme/agent/service.py
   418 tests/test_util_cli_mcp.py
   418 tests/context/test_task_analyzer.py
   418 gptme/lessons/auto_include.py
   417 gptme/prompts/workspace.py
   415 tests/test_server_artifacts.py
   414 tests/test_subagent_worktree_isolation.py
   406 gptme/util/cost_display.py
   405 gptme/cli/auth.py
   399 gptme/eval/suites/subagent.py
   398 tests/test_tools_mcp.py
   396 gptme/llm/llm_openai_models.py
   395 tests/test_profiles.py
   395 tests/test_hybrid_lessons.py
   394 gptme/agent/cli.py
   393 tests/test_computer_latency_cmd.py
   392 gptme/prompts/templates.py
   392 gptme/lessons/index.py
   388 gptme/workspace_snapshot.py
   388 gptme/agent/doctor.py
   387 gptme/hooks/tests/test_manifest.py
   384 gptme/llm/openai_responses.py
   383 tests/test_util_hooks.py
   383 tests/test_computer_use_integration.py
   381 tests/test_dataset.py
   381 gptme/logmanager/conversations.py
   378 gptme/cli/cmd_init.py
   377 tests/test_guardrail_hook.py
   376 tests/test_unified_plugins.py
   376 gptme/cli/cmd_hooks.py
   375 scripts/check_rst_formatting.py
   374 gptme/init.py
   373 tests/test_mcp_adapter.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
   370 tests/test_tools_read.py
   370 tests/test_server_v2_agents.py
   370 gptme/cli/cmd_status.py
   369 tests/test_workspace_api.py
   366 tests/test_provider_plugins.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
   361 tests/test_cost_tracker.py
   361 gptme/sandbox.py
   359 gptme/llm/llm_grok_subscription.py
   356 tests/test_mcp_discovery.py
   356 tests/test_context_providers.py
   355 gptme/mcp/client.py
   355 gptme/eval/dspy/experiments.py
   352 gptme/tools/mcp.py
   351 gptme/llm/local_discovery.py
   351 gptme/hooks/tests/test_guardrails.py
   350 scripts/docs_structure.py
   350 gptme/eval/dspy/metrics.py
   348 tests/test_tui_e2e.py
   347 tests/test_skill_commands.py
   347 tests/test_complete.py
   347 gptme/hooks/tests/test_confirm.py
   346 tests/test_tools_patch.py
   346 tests/lessons/test_wildcard_matching.py
   343 gptme/hooks/tests/test_elicitation.py
   342 tests/test_script_hooks.py
   340 tests/test_computer_semantic_fixtures.py
   340 gptme/tools/read.py
   337 tests/test_search_alias.py
   337 gptme/config/models.py
   336 tests/test_eval_trends.py
   334 gptme/hooks/cost_awareness.py
   330 tests/test_llm_grok_subscription.py
   330 gptme/util/safety.py
   329 tests/test_workspace_agents.py
   328 gptme/hooks/tests/test_agents_md_inject.py
   328 gptme/config/chat.py
   327 tests/test_mcp.py
   326 scripts/treeofthoughts.py
   326 gptme/eval/suites/practical.py
   323 gptme/tools/subagent/types.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_llm_validate.py
   321 tests/test_ephemeral.py
   321 gptme/checkpoint.py
   319 gptme/hooks/tests/test_tool_target_instructions.py
   318 tests/test_agent_doctor.py
   317 gptme/eval/suites/practical16.py
   316 gptme/eval/trends.py
   315 tests/test_telemetry.py
   315 tests/test_preview_proxy.py
   314 tests/test_eval_swebench.py
   314 gptme/context/scout.py
   312 tests/test_skill_metrics.py
   312 tests/test_plugins.py
   311 tests/test_tools_morph.py
   310 tests/test_util_cli_batch.py
   310 gptme/tools/patch.py
   307 tests/test_chats_external_search.py
   305 tests/test_browser.py
   303 gptme/dataset/trajectory_to_env.py
   301 tests/test_tools_rag.py
   301 gptme/tools/save.py
   301 gptme/cli/cmd_memory.py
   301 gptme/attestation.py

make[3]: Entering directory '/home/runner/work/gptme/gptme'
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 - hooks/tests/test_confirm.py [421:48 - 431:13] (11 lines, 57 tokens)
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 - init.py [338:5 - 343:6] (6 lines, 52 tokens)
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 - llm/validate.py [333:48 - 346:64] (14 lines, 77 tokens)
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 - plugins/__init__.py [481:5 - 506:4] (26 lines, 110 tokens)
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 - prompt_queue.py [40:5 - 53:4] (14 lines, 70 tokens)
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 - prompt_queue.py [87:5 - 96:68] (10 lines, 50 tokens)
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 - prompts/__init__.py [445:21 - 457:39] (13 lines, 91 tokens)
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 - server/api_v2.py [1121:84 - 1139:4] (19 lines, 69 tokens)
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 - server/api_v2_agents.py [59:5 - 65:15] (7 lines, 52 tokens)
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 - server/api_v2_sessions.py [302:96 - 314:81] (13 lines, 74 tokens)
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 - server/api_v2_sessions.py [318:5 - 329:15] (12 lines, 51 tokens)
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 - server/api_v2_sessions.py [606:9 - 621:19] (16 lines, 79 tokens)
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 - server/api_v2_sessions.py [607:27 - 621:19] (15 lines, 67 tokens)
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 - server/session_models.py [343:25 - 355:46] (13 lines, 76 tokens)
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 - server/session_models.py [372:21 - 389:8] (18 lines, 66 tokens)
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 - server/session_step.py [605:5 - 612:69] (8 lines, 52 tokens)
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 - server/tasks_api.py [505:73 - 514:64] (10 lines, 53 tokens)
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 - server/workspace_api.py [55:68 - 62:6] (8 lines, 63 tokens)
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 - server/workspace_api.py [344:74 - 353:26] (10 lines, 73 tokens)
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 - server/workspace_api.py [344:74 - 353:26] (10 lines, 73 tokens)
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 - server/workspace_api.py [568:9 - 588:67] (21 lines, 149 tokens)
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 - telemetry.py [61:24 - 83:8] (23 lines, 135 tokens)
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 - telemetry.py [114:9 - 123:45] (10 lines, 60 tokens)
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 - tools/_browser_playwright.py [758:9 - 773:8] (16 lines, 89 tokens)
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 - tools/_browser_playwright.py [775:60 - 783:62] (9 lines, 59 tokens)
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 - tools/_browser_playwright.py [896:69 - 909:27] (14 lines, 77 tokens)
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 - tools/_browser_playwright.py [1079:1 - 1094:43] (16 lines, 61 tokens)
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 - tools/autocompact/engine.py [197:13 - 206:18] (10 lines, 57 tokens)
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 - tools/clarify.py [45:5 - 60:31] (16 lines, 83 tokens)
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 - tools/complete.py [430:5 - 438:15] (9 lines, 50 tokens)
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 - tools/computer.py [1484:13 - 1501:14] (18 lines, 71 tokens)
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 - tools/computer.py [1630:13 - 1649:37] (20 lines, 93 tokens)
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 - tools/computer.py [1662:53 - 1673:30] (12 lines, 52 tokens)
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 - tools/computer.py [1749:9 - 1758:19] (10 lines, 50 tokens)
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 - tools/convert.py [381:19 - 399:35] (19 lines, 63 tokens)
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 - tools/convert.py [382:9 - 400:49] (19 lines, 74 tokens)
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 - tools/convert.py [384:5 - 399:35] (16 lines, 61 tokens)
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 - tools/gh.py [78:9 - 87:59] (10 lines, 53 tokens)
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 - tools/hashline_edit.py [808:26 - 815:32] (8 lines, 57 tokens)
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 - tools/hashline_edit.py [808:26 - 815:32] (8 lines, 57 tokens)
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 - tools/patch.py [331:5 - 343:23] (13 lines, 55 tokens)
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 - tools/patch_anchored.py [101:1 - 106:3] (6 lines, 52 tokens)
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 - tools/precommit.py [119:52 - 126:61] (8 lines, 51 tokens)
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 - tools/shell.py [470:5 - 481:58] (12 lines, 71 tokens)
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 - tools/shell.py [1031:29 - 1045:11] (15 lines, 76 tokens)
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 - tools/shell.py [1156:21 - 1165:40] (10 lines, 50 tokens)
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 - tools/shell.py [1156:21 - 1175:26] (20 lines, 94 tokens)
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 - tools/shell.py [1156:21 - 1176:34] (21 lines, 98 tokens)
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 - tools/shell.py [1157:25 - 1177:39] (21 lines, 103 tokens)
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 - tools/shell.py [1164:69 - 1178:27] (15 lines, 64 tokens)
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 - tools/shell.py [1188:37 - 1204:75] (17 lines, 61 tokens)
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 - tools/shell.py [1208:29 - 1223:34] (16 lines, 66 tokens)
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 - tools/shell.py [1268:64 - 1288:30] (21 lines, 95 tokens)
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 - tools/shell.py [1277:73 - 1292:37] (16 lines, 53 tokens)
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 - tools/shell.py [2181:5 - 2191:31] (11 lines, 55 tokens)
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 - tools/shell_validation.py [260:9 - 268:21] (9 lines, 53 tokens)
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 - tools/subagent/batch.py [492:33 - 505:5] (14 lines, 90 tokens)
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 - tools/subagent/batch.py [529:53 - 539:43] (11 lines, 118 tokens)
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 - tools/subagent/batch.py [534:27 - 539:81] (6 lines, 72 tokens)
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 - tools/subagent/batch.py [807:13 - 822:14] (16 lines, 59 tokens)
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 - tools/subagent/context.py [20:9 - 30:16] (11 lines, 60 tokens)
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 - tui/app.py [151:22 - 156:11] (6 lines, 50 tokens)
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 - tui/app.py [176:5 - 185:4] (10 lines, 79 tokens)
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 - util/_sound_sounddevice.py [61:46 - 72:56] (12 lines, 73 tokens)
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 - util/gh.py [542:28 - 551:23] (10 lines, 51 tokens)
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 - util/gh.py [1325:17 - 1339:7] (15 lines, 55 tokens)
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 - util/tool_format.py [139:79 - 153:10] (15 lines, 54 tokens)
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 - workspace_snapshot.py [389:5 - 403:26] (15 lines, 88 tokens)
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 - analyze_compression.py [55:82 - 67:32] (13 lines, 63 tokens)
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 - analyze_compression.py [116:9 - 127:34] (12 lines, 61 tokens)
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 - 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             │ 1996        │ 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              │ 1749        │ 13361        │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup     │ 2              │ 482         │ 3220         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python     │ 488            │ 190335      │ 906513       │ 185          │ 2280 (1.20%)     │ 12927 (1.43%)     │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ text       │ 3              │ 923         │ 330          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ txt        │ 1              │ 146         │ 245          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ yaml       │ 3              │ 758         │ 1511         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total:     │ 517            │ 197181      │ 932981       │ 185          │ 2280 (1.16%)     │ 12927 (1.39%)     │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 185 clones.
time: 426.108ms
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