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
     324376 |               mcp.server.fastmcp
     324742 |             mcp.server
     324779 |           mcp.server.session
     502615 |           mcp.client.session
     853438 |         mcp
     853486 |       mcp.types
     858617 |     gptme.mcp.client
     861833 |   gptme.mcp
     861859 | gptme.mcp.client
     931194 | gptme.cli.main

real	0m2.541s
user	0m2.254s
sys	0m0.227s
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
hyperfine "poetry run gptme '/exit'" -M 5 || poetry run gptme '/exit' || exit 1
Benchmark 1: poetry run gptme '/exit'
  Time (mean ± σ):      3.327 s ±  0.503 s    [User: 2.832 s, System: 0.794 s]
  Range (min … max):    3.044 s …  4.223 s    5 runs
 
  Warning: The first benchmarking run for this command was significantly slower than the rest (4.223 s). This could be caused by (filesystem) caches that were not filled until after the first run. You should consider using the '--warmup' option to fill those caches before the actual benchmark. Alternatively, use the '--prepare' option to clear the caches before each timing run.
 
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                                       276            306           1331
gptme/util/gh.py                                              217            245           1161
gptme/llm/llm_anthropic.py                                    217            306            914
gptme/tools/base.py                                           172            241            770
gptme/llm/__init__.py                                         137            250            705
gptme/util/context.py                                         140            207            593
gptme/lessons/installer.py                                    146            165            495
gptme/chat.py                                                  74            100            445
gptme/llm/llm_openai_subscription.py                          112             72            413
gptme/message.py                                              114            155            412
gptme/util/prompt.py                                          102            151            410
gptme/util/_telemetry.py                                      113            159            403
gptme/telemetry.py                                             93             55            394
gptme/lessons/index.py                                        117            128            385
gptme/workspace_snapshot.py                                    53             64            385
gptme/info.py                                                  97             80            363
gptme/llm/openai_responses.py                                  79             18            360
gptme/tools/__init__.py                                        96             83            348
gptme/util/cost_display.py                                     64             65            324
gptme/checkpoint.py                                            79             49            320
gptme/attestation.py                                           69              2            295
gptme/plugins/__init__.py                                      95            131            282
gptme/llm/llm_openai_models.py                                  6             33            261
gptme/profiles.py                                              64             68            261
gptme/codeblock.py                                             37            143            247
gptme/util/reduce.py                                           56             64            228
gptme/util/auto_naming.py                                      68             78            224
gptme/lessons/hybrid_matcher.py                                87            123            223
gptme/lessons/parser.py                                        73            117            222
gptme/lessons/commands.py                                      91             48            219
gptme/util/_sound_sounddevice.py                               57             50            218
gptme/init.py                                                  37             59            209
gptme/lessons/auto_include.py                                  71             94            203
gptme/util/sound.py                                            65             72            200
gptme/hooks/__init__.py                                        20             42            197
gptme/util/safety.py                                           40             33            181
gptme/llm/validate.py                                          30             29            174
gptme/circuit_breaker.py                                       49             72            171
gptme/llm/llm_gptme.py                                         64            112            164
gptme/llm/utils.py                                             56             84            159
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/util/__init__.py                                         34             29            157
gptme/util/tool_format.py                                      48             75            151
gptme/util/clipboard.py                                        22             12            147
gptme/util/cost_tracker.py                                     46             69            114
gptme/util/export.py                                           26             29            111
gptme/dirs.py                                                  45             35            107
gptme/util/git_worktree.py                                     26             39            105
gptme/lessons/matcher.py                                       35             47            103
gptme/util/ask_execute.py                                      25             40             89
gptme/util/tree.py                                             21             15             87
gptme/__version__.py                                           17              5             82
gptme/util/context_savings.py                                  20              6             77
gptme/prompt_queue.py                                          30              5             73
gptme/util/output_storage.py                                   29             37             71
gptme/llm/llm_anthropic_models_deprecated.py                    5             11             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/tokens.py                                           21             26             65
gptme/util/_sound_cmd.py                                       22             17             62
gptme/util/uri.py                                              29             42             59
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/util/cost.py                                             12              9             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/util/content.py                                          18             24             30
gptme/util/install.py                                          13             25             30
gptme/__init__.py                                               8              3             27
gptme/constants.py                                             19             25             27
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             18
gptme/__main__.py                                               2              0             12
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         4546           5472          17979
-----------------------------------------------------------------------------------------------
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                                       276            306           1331
gptme/llm/llm_anthropic.py                                    217            306            914
gptme/llm/__init__.py                                         137            250            705
gptme/llm/llm_openai_subscription.py                          112             72            413
gptme/llm/openai_responses.py                                  79             18            360
gptme/llm/llm_openai_models.py                                  6             33            261
gptme/llm/validate.py                                          30             29            174
gptme/llm/llm_gptme.py                                         64            112            164
gptme/llm/utils.py                                             56             84            159
gptme/llm/llm_openai_models_deprecated.py                       5             14            157
gptme/llm/llm_anthropic_models_deprecated.py                    5             11             70
gptme/llm/provider_plugins.py                                  39             35             48
gptme/llm/llm_mock.py                                          16             22             41
gptme/llm/constants.py                                          2              6              5
-----------------------------------------------------------------------------------------------
SUM:                                                         1044           1298           4802
-----------------------------------------------------------------------------------------------
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/computer.py                                  402            800           1544
gptme/tools/shell.py                                     260            342           1384
gptme/hooks/workspace_agents.py                          233            139           1222
gptme/tools/base.py                                      172            241            770
gptme/tools/chats.py                                     135            167            706
gptme/tools/browser.py                                   258            405            663
gptme/tools/_browser_playwright.py                       235            276            660
gptme/tools/mcp_adapter.py                               227            217            648
gptme/tools/gh.py                                        117            128            523
gptme/tools/computer_transport.py                        131             85            503
gptme/hooks/registry.py                                  102             82            502
gptme/tools/tmux.py                                       98            170            398
gptme/tools/__init__.py                                   96             83            348
gptme/tools/mcp.py                                       102            103            337
gptme/tools/complete.py                                   87            108            329
gptme/tools/python.py                                     85             99            293
gptme/plugins/__init__.py                                 95            131            282
gptme/tools/lessons.py                                   106            115            278
gptme/tools/save.py                                       63             63            276
gptme/tools/shell_validation.py                           88            121            273
gptme/tools/patch.py                                      63             95            271
gptme/tools/shell_background.py                           65             36            270
gptme/tools/_browser_thread.py                            49             52            253
gptme/tools/patch_many.py                                 56             62            243
gptme/tools/todo.py                                       95            104            232
gptme/tools/precommit.py                                  70             96            229
gptme/hooks/aw_watcher_agent.py                           49             21            217
gptme/hooks/elicitation.py                                90            132            213
gptme/tools/rag.py                                        81            105            210
gptme/hooks/cost_awareness.py                             65             73            205
gptme/hooks/auto_snapshots.py                             51             66            201
gptme/hooks/__init__.py                                   20             42            197
gptme/tools/morph.py                                      43             49            185
gptme/tools/read.py                                       41             49            178
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                                50             54            152
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                                     39            121            135
gptme/hooks/form_autodetect.py                            48             65            123
gptme/hooks/server_confirm.py                             51             58            122
gptme/plugins/registry.py                                 40             32            115
gptme/hooks/server_elicit.py                              52             56            113
gptme/hooks/confirm.py                                    53             88            109
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             60             98
gptme/tools/screenshot.py                                 29             40             95
gptme/tools/vent.py                                       39             64             93
gptme/hooks/injection_screening.py                        21             23             86
gptme/hooks/time_awareness.py                             32             29             86
gptme/tools/autocommit.py                                 37             58             80
gptme/tools/vision.py                                     28             21             73
gptme/tools/_browser_lynx.py                              12             12             60
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/progress.py                                   19             43             50
gptme/plugins/entrypoints.py                              20             21             47
gptme/hooks/test.py                                       14              6             41
gptme/hooks/cwd_awareness.py                              11             17             28
gptme/tools/_allowlist.py                                 11              7             27
gptme/hooks/auto_confirm.py                               11              9             24
gptme/plugins/plugin.py                                   25             39             17
gptme/tools/_browser_format.py                             3              5              3
------------------------------------------------------------------------------------------
SUM:                                                    5297           6712          18616
------------------------------------------------------------------------------------------
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                               427            332           2509
gptme/server/api_v2_sessions.py                      121            152            798
gptme/server/session_step.py                         164            222            775
gptme/server/openapi_docs.py                         253            168            747
gptme/server/tasks_api.py                            190            125            664
gptme/server/a2a_api.py                              103             42            543
gptme/server/artifacts_api.py                        107            109            531
gptme/server/static/main.js                           51             69            498
gptme/server/workspace_api.py                         99             94            468
gptme/server/external_sessions.py                     47             52            293
gptme/server/cli.py                                   48             63            252
gptme/server/tools_api.py                             58             49            245
gptme/server/session_models.py                        57             69            202
gptme/server/panels_api.py                            51             51            201
gptme/server/static/index.html                        11             18            201
gptme/server/acp_session_runtime.py                   34             30            165
gptme/server/auth.py                                  57             80            160
gptme/server/api_v2_common.py                         83             63            153
gptme/server/client.py                                63             79            149
gptme/server/static/style.css                         27              4            143
gptme/server/api_v2_agents.py                         25             17            132
gptme/server/app.py                                   34             78            126
gptme/server/metrics.py                               36             19            117
gptme/server/static/computer.html                      2              1            101
gptme/server/tts_api.py                               24             18             87
gptme/server/constants.py                              7             11              9
gptme/server/__init__.py                               2              3              3
gptme/server/__main__.py                               1              0              3
--------------------------------------------------------------------------------------
SUM:                                                2182           2018          10275
--------------------------------------------------------------------------------------
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                                        972            396           3627
tests/test_server_v2.py                                            624            235           2691
tests/test_tools_subagent.py                                       712            332           2306
tests/test_llm_openai.py                                           522            286           2103
tests/test_init.py                                                 249            141           1533
tests/test_eval_behavioral.py                                      865            961           1354
tests/test_tools_computer.py                                       428            258           1227
tests/test_cli.py                                                  338            134           1225
tests/test_tools_shell.py                                          369            415           1144
tests/test_server.py                                               292            201           1080
tests/test_acp_agent.py                                            321            184           1075
tests/test_util_gh.py                                              231            125           1059
tests/test_config.py                                               318            408           1026
tests/test_server_v2_sessions.py                                   159            121            997
tests/test_doctor.py                                               247            127            931
tests/test_tools_base.py                                           309            107            929
tests/test_llm_utils.py                                            255            127            886
tests/test_eval_leaderboard.py                                     126            104            883
tests/test_info.py                                                 167             73            878
tests/test_util_cli.py                                             226            151            832
tests/test_eval_computer_suite.py                                  328            149            819
tests/test_tasks_api.py                                            180             65            812
tests/test_computer_audit.py                                       219            151            797
tests/test_util_gh_mocked.py                                       149            119            777
tests/test_tools_browser.py                                        263             63            767
tests/test_server_workspace.py                                     142            141            722
tests/test_agent.py                                                205            112            701
tests/test_hooks_registry.py                                       247             89            696
tests/test_acp_session_runtime.py                                  224             76            681
tests/test_tools_gh.py                                             134             69            675
tests/test_prompt_templates.py                                     229            148            659
tests/test_llm_anthropic.py                                        131             45            618
tests/test_json_output.py                                          110             83            616
tests/test_computer_doctor_cmd.py                                   88             58            607
tests/test_llm_models_resolution.py                                205            141            598
tests/test_tools_complete.py                                       131            149            594
tests/test_cost_display.py                                          81             58            593
tests/test_tools_lessons.py                                        135             49            580
tests/test_tools_precommit.py                                      109             86            578
tests/test_auto_compact.py                                         235            201            566
tests/test_computer_transport.py                                   208             79            554
tests/test_server_panels.py                                         61             30            551
tests/test_server_path_traversal.py                                139            105            539
tests/test_eval.py                                                 114             76            528
tests/test_server_bad_input.py                                     121            101            518
tests/test_lessons.py                                              156            153            517
tests/test_hooks_cost_awareness.py                                  72             61            516
tests/test_hooks_cache_awareness.py                                151             44            484
tests/test_llm_auth.py                                             169             56            476
tests/test_snapshot_command.py                                     117             57            476
tests/test_chat.py                                                 196            170            469
tests/test_server_session_models.py                                158            140            466
tests/test_commands.py                                             147             68            463
tests/test_skill_installer.py                                      138            154            459
tests/test_gptme_provider.py                                       156             70            457
tests/test_tools_shell_background.py                               117             51            456
tests/test_tools_browser_thread.py                                 113             51            426
tests/test_lessons_commands.py                                     157             82            422
tests/test_dirs.py                                                  97             69            421
tests/test_lessons_index.py                                        137            116            419
tests/context/test_task_analyzer.py                                 90             44            418
tests/test_lessons_parser.py                                       188            239            417
tests/test_server_artifacts.py                                      66             32            415
tests/test_prompts.py                                              124             77            409
tests/test_codeblock.py                                            302            776            402
tests/test_tools_shell_validation.py                               161             63            399
tests/test_message.py                                              139            120            398
tests/test_tools_mcp.py                                            102             20            398
tests/test_hybrid_lessons.py                                       100             54            395
tests/test_computer_actions.py                                     130             95            393
tests/test_util_cli_mcp.py                                          89             45            380
tests/test_eval_subagent.py                                         75             39            379
tests/test_profiles.py                                              86             33            376
tests/test_github_ci_self_heal.py                                   71              6            371
tests/test_tools.py                                                152             78            369
tests/test_workspace_api.py                                        103             19            369
tests/test_computer_record.py                                      119             30            364
tests/test_eval_behavioral_solutions.py                            281            848            364
tests/test_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_util_hooks.py                                            85             93            347
tests/test_tools_patch_many.py                                      91            101            345
tests/conftest.py                                                   90            113            342
tests/test_shell_background.py                                      99             71            342
tests/test_unified_plugins.py                                       94             38            341
tests/test_provider_plugins.py                                      90             32            337
tests/test_eval_trends.py                                           35             22            335
tests/test_mcp_adapter.py                                          113             59            334
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_workspace_snapshot.py                                   105             46            319
tests/test_agent_doctor.py                                          72             34            318
tests/test_tools_morph.py                                           89             66            310
tests/test_chats_external_search.py                                 72             55            307
tests/context/test_adaptive_compressor.py                           58             44            298
tests/test_context.py                                              131             80            298
tests/test_llm_models.py                                           107             79            297
tests/test_external_sessions.py                                     80             49            296
tests/test_conversations.py                                         45             32            293
tests/test_plugins.py                                              110             85            292
tests/test_util_cli_batch.py                                        59              8            292
tests/test_chats_stats.py                                           72             30            291
tests/test_eventlog.py                                              70             34            289
tests/test_execenv.py                                               76             54            288
tests/lessons/test_wildcard_matching.py                            114            125            287
tests/test_lessons_auto_include.py                                  77             50            287
tests/test_complete.py                                              66             58            286
tests/test_server_a2a.py                                            64             20            283
tests/test_hooks_server_confirm.py                                  78             31            282
tests/test_tools_patch_anchored.py                                  65             26            278
tests/test_computer_video_frames_cli.py                             67             12            274
tests/test_tools_restart.py                                         72             49            274
tests/test_server_v2_agents.py                                      57             25            272
tests/test_computer_docker_config.py                                59             92            267
tests/test_browser.py                                              115             59            266
tests/test_util_cli_attest.py                                       67              1            259
tests/test_tools_autocommit.py                                      98             47            258
tests/test_server_v2_auto_stepping.py                               56             50            257
tests/test_terminal_startup_latency.py                              77             32            257
tests/test_hooks.py                                                120             47            255
tests/test_tool_use.py                                              60             66            255
tests/test_context_selector.py                                      83             45            254
tests/test_logmanager.py                                            74             61            254
tests/test_eval_claude_code.py                                      66             27            253
tests/test_lessons_integration.py                                   97             66            252
tests/test_util_cli_providers.py                                    60             27            250
tests/test_prompt_tools.py                                          57             30            249
tests/test_reduce.py                                                69             71            245
tests/test_agents_md_inject.py                                      43             37            241
tests/test_ephemeral.py                                             70             35            240
tests/test_mcp.py                                                   68             59            239
tests/test_auto_naming.py                                           69             45            237
tests/test_computer_x11_integration.py                              87             87            236
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_util_keyword_matching.py                                 75             46            218
tests/test_lessons_tool.py                                          62             34            216
tests/test_tools_python.py                                          90             60            216
tests/test_cli_resume.py                                            64             15            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_tools_read.py                                            72             29            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_tools_screenshot.py                                      55             48            203
tests/test_util_file_storage.py                                     51             36            203
tests/test_computer_demo_cmd.py                                     55             25            195
tests/test_eval_swebench.py                                         64             36            193
tests/test_tools_save.py                                            57             36            193
tests/test_chats_clean.py                                           46             18            191
tests/test_computer_latency_cmd.py                                  46             26            190
tests/test_computer_task.py                                        116             31            189
tests/test_telemetry.py                                             68             31            189
tests/test_computer_screenshot_cli.py                               53             12            183
tests/test_dspy_hybrid.py                                           65             45            179
tests/test_tools_tmux.py                                            77             65            179
tests/test_dspy_basic.py                                            66             44            177
tests/test_server_tools_query.py                                    51             28            176
tests/test_cost_tracker.py                                          26             26            175
tests/test_tools_todo.py                                            81             65            173
tests/test_chats_export.py                                          48             17            172
tests/test_tools_rag.py                                             50             21            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_util_cli_models.py                                       23             25            170
tests/test_llm_openai_subscription.py                               37              9            169
tests/test_util_terminal.py                                         52             34            168
tests/test_tools_elicit.py                                          50             25            167
tests/test_tree.py                                                  59             37            167
tests/test_util_cli_skills.py                                       63             42            165
tests/test_tools_time_awareness.py                                  52             34            163
tests/test_acp_protocol_logging.py                                  56             15            160
tests/test_acp_client.py                                            64             34            159
tests/test_acp_stdout.py                                            76             37            158
tests/test_server_default_profile.py                                65             39            158
tests/test_uri.py                                                   55             30            158
tests/test_backtrack.py                                             39             11            157
tests/test_util_tokens.py                                           79             45            157
tests/test_commands_account.py                                      37              6            156
tests/test_eval_pass_rate_gate.py                                   48              9            154
tests/test_shell_allowlist_autoconfirm.py                           38             38            154
tests/test_subagent_integration.py                                  48             21            152
tests/test_util_tree.py                                             44             33            151
tests/test_server_api_v2_common.py                                  46             46            150
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_util_safety.py                                           44             12            147
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_search_alias.py                                          32             25            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_tools_vision.py                                          36             31            138
tests/test_server_elicitation.py                                    47             17            137
tests/test_util_content.py                                          49             25            137
tests/test_llm_openai_sampling.py                                   29              0            136
tests/test_chat_config.py                                           53             44            135
tests/test_server_v2_tool_confirmation.py                           33             33            135
tests/test_computer_gate.py                                         76             40            133
tests/test_server_config_workspace_containment.py                   40             43            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_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_git_worktree.py                                          33             22            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_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/test_llm_validate.py                                          26             20            116
tests/test_cli_status.py                                            31             16            115
tests/test_misc_subprocess_timeouts.py                              43             27            114
tests/test_lessons_status.py                                        67             96            113
tests/test_chats_rename.py                                          42             16            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_tools_choice.py                                          51             26            103
tests/test_util_cost.py                                             21             19            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_session.py                                               40             21             95
tests/test_server_etag.py                                           22              5             91
tests/test_agent_memory.py                                          26             17             90
tests/test_browser_lynx.py                                          35             15             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_server_auth.py                                           40             19             84
tests/test_prompt_skills_summary.py                                 44             44             80
tests/test_onboard.py                                               17             17             79
tests/test_eval_timeouts.py                                         32             33             77
tests/test_server_perf.py                                           22             21             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_shell_issue772.py                                        48             47             73
tests/test_server_audio_transcription.py                            20             15             69
tests/test_hooks_form_autodetect.py                                 22             34             68
tests/test_tools_form.py                                            22             19             67
tests/test_util_context_savings.py                                  12              0             66
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_webui_redirects.py                                       11              7             57
tests/test_chat_history.py                                          14             12             56
tests/test_computer_artifacts.py                                    14              3             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_github_bot.py                                            12              1             51
tests/test_server_parent_death_watcher.py                           16             14             50
tests/test_server_v2_sse.py                                         15             13             50
tests/test_execute_msg_defensive.py                                 19             19             49
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_tts_api.py                                        17              0             43
tests/test_server_cli_fallback.py                                   16             12             42
tests/test_xml_format.py                                            19             68             41
tests/test_shell_fd_leak.py                                         23             16             39
tests/test_utils.py                                                 14             17             38
tests/test_util_export.py                                           20             11             36
tests/test_message_command.py                                       13             12             35
tests/test_cli_confirm_hook.py                                      24             20             34
tests/test_commands_llm.py                                           7              0             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_setup_completions.py                                      9              6             22
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_screenshot.py                                             9              6             15
----------------------------------------------------------------------------------------------------
SUM:                                                             27823          18701          94656
----------------------------------------------------------------------------------------------------
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                            104            110            868
gptme/eval/leaderboard.py                     149            485            804
gptme/eval/run.py                              73             96            528
gptme/eval/execenv.py                          85            146            514
gptme/eval/trends.py                           59             31            317
gptme/eval/types.py                            29             42             79
gptme/eval/pass_rate_gate.py                   23             44             75
gptme/eval/filestore.py                        11              8             63
gptme/eval/cost.py                             12             24              6
gptme/eval/__init__.py                          2              2              4
gptme/eval/__main__.py                          1              0              3
------------------------------------------------------------------------------------------
SUM:                                          548            988           3261
------------------------------------------------------------------------------------------
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/codeblock.py gptme/commands/rag.py gptme/commands/checkpoint.py gptme/commands/__init__.py gptme/commands/export.py gptme/commands/backtrack.py gptme/commands/session.py gptme/commands/snapshot.py gptme/commands/meta.py gptme/commands/llm.py gptme/commands/account.py gptme/commands/base.py gptme/checkpoint.py gptme/__init__.py gptme/agent/workspace.py gptme/agent/__init__.py gptme/agent/doctor.py gptme/agent/cli.py gptme/agent/service.py gptme/oauth/__init__.py gptme/oauth/openrouter.py gptme/context/__init__.py gptme/context/config.py gptme/context/selector/file_config.py gptme/context/selector/hybrid.py gptme/context/selector/__init__.py gptme/context/selector/config.py gptme/context/selector/llm_based.py gptme/context/selector/rule_based.py gptme/context/selector/file_selector.py gptme/context/selector/file_integration.py gptme/context/selector/base.py gptme/context/task_analyzer.py gptme/context/compress.py gptme/context/adaptive_compressor.py gptme/session.py gptme/logmanager/manager.py gptme/logmanager/__init__.py gptme/logmanager/eventlog.py gptme/logmanager/conv_checkpoints.py gptme/logmanager/conversations.py gptme/executor.py gptme/lessons/matcher.py gptme/lessons/__init__.py gptme/lessons/parser.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/installer.py gptme/lessons/auto_include.py gptme/lessons/hybrid_matcher.py gptme/lessons/commands.py gptme/lessons/index.py gptme/mcp/__init__.py gptme/mcp/client.py gptme/mcp/registry.py gptme/message.py gptme/server/tts_api.py gptme/server/external_sessions.py gptme/server/__init__.py gptme/server/acp_session_runtime.py gptme/server/openapi_docs.py gptme/server/panels_api.py gptme/server/api_v2_sessions.py gptme/server/artifacts_api.py gptme/server/api_v2_common.py gptme/server/tools_api.py gptme/server/api_v2.py gptme/server/client.py gptme/server/app.py gptme/server/auth.py gptme/server/constants.py gptme/server/api_v2_agents.py gptme/server/session_models.py gptme/server/workspace_api.py gptme/server/session_step.py gptme/server/tasks_api.py gptme/server/cli.py gptme/server/a2a_api.py gptme/server/__main__.py gptme/server/metrics.py gptme/util/context_dedup.py gptme/util/context_savings.py gptme/util/tokens.py gptme/util/gh.py gptme/util/prompt.py gptme/util/__init__.py gptme/util/git_worktree.py gptme/util/master_context.py gptme/util/export.py gptme/util/content.py gptme/util/safety.py gptme/util/cost_display.py gptme/util/interrupt.py gptme/util/context.py gptme/util/uri.py gptme/util/conversation_ids.py gptme/util/clipboard.py gptme/util/file_storage.py gptme/util/cost_tracker.py gptme/util/ask_execute.py gptme/util/auto_naming.py gptme/util/useredit.py gptme/util/cost.py gptme/util/generate_name.py gptme/util/_sound_sounddevice.py gptme/util/tool_format.py gptme/util/_telemetry.py gptme/util/sound.py gptme/util/tree.py gptme/util/output_storage.py gptme/util/terminal.py gptme/util/_sound_cmd.py gptme/util/reduce.py gptme/util/install.py gptme/util/keyword_matching.py gptme/init.py gptme/info.py gptme/config/core.py gptme/config/__init__.py gptme/config/models.py gptme/config/project.py gptme/config/user.py gptme/config/cli_setup.py gptme/config/chat.py gptme/attestation.py gptme/dirs.py gptme/telemetry.py gptme/llm/llm_anthropic.py gptme/llm/llm_openai_subscription.py gptme/llm/llm_openai.py gptme/llm/__init__.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/provider_plugins.py gptme/llm/models/data.py gptme/llm/models/listing.py gptme/llm/models/__init__.py gptme/llm/models/resolution.py gptme/llm/models/types.py gptme/llm/utils.py gptme/llm/llm_mock.py gptme/llm/openai_responses.py gptme/llm/llm_gptme.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/llm_openai_models.py gptme/llm/constants.py gptme/llm/validate.py gptme/profiles.py gptme/constants.py gptme/__version__.py gptme/prompt_queue.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/__init__.py gptme/hooks/confirm.py gptme/hooks/cli_confirm.py gptme/hooks/cache_awareness.py gptme/hooks/server_confirm.py gptme/hooks/time_awareness.py gptme/hooks/agents_md_inject.py gptme/hooks/active_context.py gptme/hooks/injection_screening.py gptme/hooks/tool_target_instructions.py gptme/hooks/cwd_changed.py gptme/hooks/workspace_agents.py gptme/hooks/cwd_awareness.py gptme/hooks/markdown_validation.py gptme/hooks/auto_confirm.py gptme/hooks/server_elicit.py gptme/hooks/aw_watcher_agent.py gptme/hooks/cost_awareness.py gptme/hooks/auto_snapshots.py gptme/hooks/test.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/form_autodetect.py gptme/hooks/elicitation.py gptme/hooks/registry.py gptme/hooks/token_awareness.py gptme/hooks/types.py gptme/acp/agent.py gptme/acp/__init__.py gptme/acp/client.py gptme/acp/adapter.py gptme/acp/__main__.py gptme/acp/types.py gptme/circuit_breaker.py gptme/workspace_snapshot.py gptme/credentials.py gptme/eval/run.py gptme/eval/__init__.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/eval/swe_extra/__init__.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/suites/practical25.py gptme/eval/suites/practical18.py gptme/eval/suites/practical16.py gptme/eval/suites/practical27.py gptme/eval/suites/practical12.py gptme/eval/suites/__init__.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical11.py gptme/eval/suites/practical26.py gptme/eval/suites/practical9.py gptme/eval/suites/browser.py gptme/eval/suites/practical14.py gptme/eval/suites/practical13.py gptme/eval/suites/practical10.py gptme/eval/suites/practical3.py gptme/eval/suites/practical15.py gptme/eval/suites/practical22.py gptme/eval/suites/practical7.py gptme/eval/suites/practical32.py gptme/eval/suites/practical21.py gptme/eval/suites/practical31.py gptme/eval/suites/practical5.py gptme/eval/suites/practical23.py gptme/eval/suites/practical30.py gptme/eval/suites/practical8.py gptme/eval/suites/practical19.py gptme/eval/suites/subagent.py gptme/eval/suites/practical.py gptme/eval/suites/practical2.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/practical4.py gptme/eval/suites/practical33.py gptme/eval/suites/practical28.py gptme/eval/suites/computer.py gptme/eval/suites/practical6.py gptme/eval/suites/practical29.py gptme/eval/suites/basic.py gptme/eval/suites/practical24.py gptme/eval/suites/practical20.py gptme/eval/suites/practical17.py gptme/eval/leaderboard.py gptme/eval/execenv.py gptme/eval/filestore.py gptme/eval/agents/__init__.py gptme/eval/agents/swebench.py gptme/eval/agents/claude_code.py gptme/eval/cost.py gptme/eval/pass_rate_gate.py gptme/eval/main.py gptme/eval/trends.py gptme/eval/dspy/__init__.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/experiments.py gptme/eval/dspy/signatures.py gptme/eval/dspy/cli.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/tasks.py gptme/eval/dspy/__main__.py gptme/eval/dspy/metrics.py gptme/eval/tbench/run.py gptme/eval/tbench/agent.py gptme/eval/tbench/__init__.py gptme/eval/swebench/__init__.py gptme/eval/swebench/utils.py gptme/eval/swebench/info.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/main.py gptme/eval/swebench/__main__.py gptme/eval/__main__.py gptme/eval/types.py gptme/prompts/workspace.py gptme/prompts/__init__.py gptme/prompts/architect.py gptme/prompts/skills.py gptme/prompts/templates.py gptme/prompts/chat_history.py gptme/prompts/context_cmd.py gptme/chat.py gptme/cli/cmd_computer.py gptme/cli/checkpoint.py gptme/cli/__init__.py gptme/cli/cmd_status.py gptme/cli/setup.py gptme/cli/cmd_agents.py gptme/cli/cmd_skills.py gptme/cli/cmd_snapshot.py gptme/cli/cmd_chats.py gptme/cli/auth.py gptme/cli/cmd_mcp.py gptme/cli/cmd_attest.py gptme/cli/cmd_batch.py gptme/cli/cmd_resume.py gptme/cli/wut.py gptme/cli/cmd_init.py gptme/cli/cmd_hooks.py gptme/cli/main.py gptme/cli/onboard.py gptme/cli/doctor.py gptme/cli/util.py gptme/plugins/__init__.py gptme/plugins/entrypoints.py gptme/plugins/registry.py gptme/plugins/plugin.py gptme/__main__.py gptme/tools/patch_anchored.py gptme/tools/tmux.py gptme/tools/gh.py gptme/tools/rag.py gptme/tools/shell.py gptme/tools/_allowlist.py gptme/tools/patch.py gptme/tools/subagent/__init__.py gptme/tools/subagent/execution.py gptme/tools/subagent/batch.py gptme/tools/subagent/context.py gptme/tools/subagent/api.py gptme/tools/subagent/concurrency.py gptme/tools/subagent/hooks.py gptme/tools/subagent/types.py gptme/tools/_browser_format.py gptme/tools/__init__.py gptme/tools/_computer_gate.py gptme/tools/patch_many.py gptme/tools/save.py gptme/tools/shell_background.py gptme/tools/clarify.py gptme/tools/vision.py gptme/tools/autocommit.py gptme/tools/_browser_lynx.py gptme/tools/progress.py gptme/tools/_anchored.py gptme/tools/browser.py gptme/tools/precommit.py gptme/tools/morph.py gptme/tools/complete.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/hook.py gptme/tools/lessons.py gptme/tools/mcp_adapter.py gptme/tools/_browser_perplexity.py gptme/tools/chats.py gptme/tools/choice.py gptme/tools/mcp.py gptme/tools/python.py gptme/tools/read.py gptme/tools/computer_transport.py gptme/tools/restart.py gptme/tools/computer.py gptme/tools/todo.py gptme/tools/form.py gptme/tools/_browser_playwright.py gptme/tools/vent.py gptme/tools/elicit.py gptme/tools/base.py gptme/tools/shell_validation.py gptme/tools/_browser_thread.py gptme/tools/screenshot.py tests/test_util_content.py tests/test_acp_adapter.py tests/test_tools_precommit.py tests/test_tools_tmux.py tests/test_server_workspace.py tests/test_server_config_workspace_containment.py tests/test_commands_llm.py tests/test_llm_anthropic.py tests/test_server_perf.py tests/test_shell_issue772.py tests/test_cli_llm_generate.py tests/test_chat_config.py tests/test_dspy_integration.py tests/test_shell_allowlist_autoconfirm.py tests/test_computer_milestone_integration.py tests/test_shell_fd_leak.py tests/test_hooks_mcp_namespace_hint.py tests/test_computer_demo_cmd.py tests/test_util_cli_providers.py tests/test_server_bad_input.py tests/test_eventlog.py tests/test_cli_confirm_hook.py tests/test_server_cli_tools.py tests/test_agent.py tests/test_hooks_server_confirm.py tests/test_mcp_discovery.py tests/test_computer_screenshot_cli.py tests/test_dspy_basic.py tests/test_checkpoint.py tests/test_server_v2_agents.py tests/test_hooks_cost_awareness.py tests/test_swebench_utils.py tests/test_dirs.py tests/test_computer_actions.py tests/test_chats_clean.py tests/test_browser_session_persistence.py tests/test_config.py tests/test_pdf_to_images.py tests/test_tool_use.py tests/test_workspace_api.py tests/test_info.py tests/test_onboard.py tests/test_llm_openai_subscription.py tests/test_server_path_traversal.py tests/test_github_ci_self_heal.py tests/test_tools_shell.py tests/test_execenv.py tests/test_lessons_index.py tests/test_cost_cache_cold_warning.py tests/test_tasks_api.py tests/test_tools_read.py tests/test_tools_python.py tests/test_tools_screenshot.py tests/test_codeblock.py tests/test_server_fresh_bad_input.py tests/test_tools_vision.py tests/test_subagent_integration.py tests/test_eval_timeouts.py tests/test_llm_models_resolution.py tests/test_util_cost.py tests/test_workspace_snapshot.py tests/test_credentials_integration.py tests/test_tools_lessons.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_acp_types.py tests/test_server_api_v2_common.py tests/test_server_default_profile.py tests/test_lessons_integration.py tests/test_conversations.py tests/test_demo_capture.py tests/test_tools_chats.py tests/test_computer_task.py tests/test_ephemeral.py tests/test_computer_use_integration.py tests/test_init.py tests/test_tools_mcp.py tests/test_tools_patch_anchored.py tests/test_webui_redirects.py tests/test_util_gh_mocked.py tests/lessons/test_wildcard_matching.py tests/test_util_keyword_matching.py tests/test_skill_installer.py tests/test_tools_save.py tests/test_subagent_unit.py tests/test_cost_tracker.py tests/test_chats_json.py tests/test_utils.py tests/test_eval_pass_rate_gate.py tests/test_cwe214_docker_env_leak.py tests/test_eval.py tests/test_json_output.py tests/test_llm_mock.py tests/test_server_audio_transcription.py tests/test_reduce.py tests/test_file_selector_integration.py tests/test_shell_issue729.py tests/test_computer_docker_config.py tests/test_chats_export.py tests/test_computer_run_task_cli.py tests/test_tools_base.py tests/test_quota_skip.py tests/test_command_completion.py tests/test_computer_latency_cmd.py tests/test_util_interrupt.py tests/test_tools__anchored.py tests/test_server_session_models.py tests/test_server_v2_auto_stepping.py tests/test_shell_background.py tests/test_git_worktree.py tests/test_server_artifacts.py tests/test_util_cli_mcp.py tests/test_computer_doctor_cmd.py tests/test_hooks_form_autodetect.py tests/test_tool_loading_duplicate.py tests/test_logmanager.py tests/test_server_cors.py tests/test_server_auth.py tests/test_util_install.py tests/test_tools_computer.py tests/test_cli_status.py tests/test_search_alias.py tests/test_plugins.py tests/test_oauth_openrouter.py tests/test_server_panels.py tests/test_acp_agent.py tests/test_util_output_storage.py tests/test_acp_session_runtime.py tests/test_util_safety.py tests/test_master_context.py tests/test_hooks_cache_awareness.py tests/test_server_tools_query.py tests/test_message.py tests/test_browser_state.py tests/test_browser_format.py tests/test_tools_time_awareness.py tests/test_server_v2_hooks.py tests/test_server_v2_sse.py tests/test_executor.py tests/test_prompts.py tests/test_unified_plugins.py tests/test_tools_elicit.py tests/test_terminal_startup_latency.py tests/test_eval_practical18.py tests/test_tools_shell_validation.py tests/test_lessons_auto_include.py tests/test_server_tts_api.py tests/test_snapshot_command.py tests/test_cli_resume.py tests/test_execute_msg_defensive.py tests/test_tools_gh.py tests/test_snapshot_list.py tests/test_prompt.py tests/test_hooks_registry.py tests/test_eval_leaderboard.py tests/test_xml_format.py tests/test_prompt_templates.py tests/test_tools_browser.py tests/test_server_v2_tool_confirmation.py tests/test_tools_subagent.py tests/test_util_context_dedup.py tests/test_uri.py tests/test_server_client.py tests/test_commands.py tests/test_markdown_validation.py tests/test_util_cli_generate.py tests/test_tools_choice.py tests/test_session.py tests/test_llm_auth.py tests/test_complete.py tests/test_package_exports.py tests/test_lessons_matcher.py tests/test_output_format.py tests/test_util_generate_name.py tests/test_llm_openai.py tests/test_tools_rag.py tests/test_tools_patch.py tests/test_hooks_cwd_changed.py tests/test_server_parent_death_watcher.py tests/test_shell_output_mixing_issue408.py tests/test_hybrid_lessons.py tests/test_agents_md_inject.py tests/test_subagent_concurrency.py tests/test_prompt_tools.py tests/test_server_cli_fallback.py tests/test_util_tool_format.py tests/test_computer_artifacts.py tests/test_workspace_agents.py tests/test_tools_autocommit.py tests/test_agent_memory.py tests/test_acp_stdout.py tests/test_backtrack.py tests/test_commands_rag.py tests/test_eval_practical19.py tests/test_eval_practical20.py tests/test_subagent_planner_roles.py tests/test_doctor.py tests/test_custom_providers.py tests/test_misc_subprocess_timeouts.py tests/test_util_gh.py tests/test_eval_practical17.py tests/test_llm_models.py tests/test_util_hooks.py tests/test_dspy_gepa.py tests/test_computer_transport.py tests/test_eval_behavioral_solutions.py tests/test_util_terminal.py tests/test_server_a2a.py tests/conftest.py tests/test_server_metrics.py tests/test_llm_utils.py tests/test_eval_tool_efficiency.py tests/test_browser.py tests/test_context_selector.py tests/test_computer_audit.py tests/test_cost_awareness_delayed_warning.py tests/test_auto_compact.py tests/test_util_cli.py tests/test_eval_behavioral.py tests/test_tools_todo.py tests/test_circuit_breaker.py tests/test_chat_history.py tests/test_util_clipboard_paste.py tests/test_server_v2.py tests/test_mcp.py tests/test_tree.py tests/test_autocompact_scoring.py tests/test_util.py tests/test_agent_doctor.py tests/test_computer_gate.py tests/test_lessons_parser.py tests/test_agent_service_timeouts.py tests/test_eval_computer_suite.py tests/test_computer_risk_streaming.py tests/test_telemetry.py tests/test_browser_lynx.py tests/test_eval_subagent.py tests/test_computer_x11_integration.py tests/test_mcp_adapter.py tests/test_tools_token_awareness.py tests/test_active_context.py tests/test_eval_swebench.py tests/test_profiles.py tests/test_hooks.py tests/test_llm_validate.py tests/test_server.py tests/test_external_sessions.py tests/test_chats_rename.py tests/test_tools_browser_thread.py tests/test_tools_shell_background.py tests/test_chats_stats.py tests/test_acp_client.py tests/test_eval_trends.py tests/test_util_cli_batch.py tests/test_llm_openai_sampling.py tests/test_util_cli_models.py tests/test_auto_naming.py tests/test_lessons_commands.py tests/test_computer_video_frames_cli.py tests/test_provider_plugins.py tests/test_dspy_hybrid.py tests/test_integration_phase4.py tests/test_context.py tests/test_util_context_savings.py tests/test_vent.py tests/test_tools_patch_many.py tests/test_computer_settle.py tests/test_lessons_status.py tests/test_tools_shell_multiline.py tests/test_util_cli_skills.py tests/test_screenshot.py tests/test_server_elicitation.py tests/test_browser_github_routing.py tests/test_commands_account.py tests/test_setup_completions.py tests/test_util_file_storage.py tests/test_util_tokens.py tests/test_util_tree.py tests/test_util_export.py tests/test_tools_restart.py tests/test_shell_for_loop_issue724.py tests/test_tools_form.py tests/test_chats_external_search.py tests/test_tools_morph.py tests/test_server_v2_sessions.py tests/test_util_cli_attest.py tests/test_eval_practical16.py tests/test_cli.py tests/test_server_etag.py tests/test_github_bot.py tests/test_server_webui_dir.py tests/test_agent_workspace_timeouts.py tests/test_lessons_tool.py tests/test_prompt_skills_summary.py tests/test_message_command.py tests/test_cost_display.py tests/test_gptme_provider.py tests/test_chat.py tests/test_tools.py tests/test_credentials.py tests/test_computer_record.py tests/test_eval_claude_code.py tests/test_treeofthoughts.py tests/test_tools_complete.py tests/test_lessons.py tests/test_acp_protocol_logging.py scripts/demo_capture.py scripts/verify_cloudflare_pages_deep_links.py scripts/eval_trends.py scripts/auto_rename_logs.py scripts/check_rst_formatting.py scripts/github_ci_self_heal.py scripts/analyze_compression.py scripts/eval_leaderboard.py scripts/treeofthoughts.py scripts/train/collect.py scripts/github_bot.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                                                                   972            396           3627
tests/test_server_v2.py                                                                       624            235           2691
gptme/server/api_v2.py                                                                        427            332           2509
tests/test_tools_subagent.py                                                                  712            332           2306
tests/test_llm_openai.py                                                                      522            286           2103
gptme/tools/computer.py                                                                       402            800           1544
tests/test_init.py                                                                            249            141           1533
gptme/cli/cmd_computer.py                                                                     215            261           1430
gptme/tools/shell.py                                                                          260            342           1384
tests/test_eval_behavioral.py                                                                 865            961           1354
gptme/llm/llm_openai.py                                                                       276            306           1331
tests/test_tools_computer.py                                                                  428            258           1227
tests/test_cli.py                                                                             338            134           1225
gptme/hooks/workspace_agents.py                                                               233            139           1222
gptme/util/gh.py                                                                              217            245           1161
tests/test_tools_shell.py                                                                     369            415           1144
gptme/cli/main.py                                                                             173            195           1132
tests/test_server.py                                                                          292            201           1080
tests/test_acp_agent.py                                                                       321            184           1075
tests/test_util_gh.py                                                                         231            125           1059
gptme/cli/util.py                                                                             228            172           1028
tests/test_config.py                                                                          318            408           1026
tests/test_server_v2_sessions.py                                                              159            121            997
gptme/acp/agent.py                                                                            181            294            983
gptme/hooks/tests/test_workspace_agents.py                                                    189             44            945
tests/test_doctor.py                                                                          247            127            931
tests/test_tools_base.py                                                                      309            107            929
gptme/cli/doctor.py                                                                           115             89            924
gptme/llm/llm_anthropic.py                                                                    217            306            914
tests/test_llm_utils.py                                                                       255            127            886
tests/test_eval_leaderboard.py                                                                126            104            883
tests/test_info.py                                                                            167             73            878
gptme/eval/main.py                                                                            104            110            868
tests/test_util_cli.py                                                                        226            151            832
gptme/tools/subagent/api.py                                                                   147            299            820
tests/test_eval_computer_suite.py                                                             328            149            819
tests/test_tasks_api.py                                                                       180             65            812
gptme/eval/leaderboard.py                                                                     149            485            804
gptme/server/api_v2_sessions.py                                                               121            152            798
tests/test_computer_audit.py                                                                  219            151            797
tests/test_util_gh_mocked.py                                                                  149            119            777
gptme/server/session_step.py                                                                  164            222            775
gptme/tools/base.py                                                                           172            241            770
tests/test_tools_browser.py                                                                   263             63            767
gptme/server/openapi_docs.py                                                                  253            168            747
gptme/eval/suites/computer.py                                                                 111            245            732
tests/test_server_workspace.py                                                                142            141            722
gptme/eval/suites/basic.py                                                                    138             55            715
gptme/tools/chats.py                                                                          135            167            706
gptme/llm/__init__.py                                                                         137            250            705
tests/test_agent.py                                                                           205            112            701
tests/test_hooks_registry.py                                                                  247             89            696
tests/test_acp_session_runtime.py                                                             224             76            681
tests/test_tools_gh.py                                                                        134             69            675
gptme/server/tasks_api.py                                                                     190            125            664
gptme/tools/browser.py                                                                        258            405            663
gptme/tools/_browser_playwright.py                                                            235            276            660
tests/test_prompt_templates.py                                                                229            148            659
gptme/tools/mcp_adapter.py                                                                    227            217            648
gptme/eval/dspy/tasks.py                                                                      170            374            639
gptme/cli/setup.py                                                                            140             67            623
gptme/tools/subagent/execution.py                                                             114            205            619
tests/test_llm_anthropic.py                                                                   131             45            618
tests/test_json_output.py                                                                     110             83            616
tests/test_computer_doctor_cmd.py                                                              88             58            607
scripts/github_bot.py                                                                         109            107            598
tests/test_llm_models_resolution.py                                                           205            141            598
tests/test_tools_complete.py                                                                  131            149            594
gptme/util/context.py                                                                         140            207            593
tests/test_cost_display.py                                                                     81             58            593
tests/test_tools_lessons.py                                                                   135             49            580
tests/test_tools_precommit.py                                                                 109             86            578
gptme/logmanager/manager.py                                                                   135            178            569
tests/test_auto_compact.py                                                                    235            201            566
tests/test_computer_transport.py                                                              208             79            554
tests/test_server_panels.py                                                                    61             30            551
gptme/server/a2a_api.py                                                                       103             42            543
tests/test_server_path_traversal.py                                                           139            105            539
scripts/github_ci_self_heal.py                                                                111             49            537
gptme/server/artifacts_api.py                                                                 107            109            531
gptme/eval/run.py                                                                              73             96            528
tests/test_eval.py                                                                            114             76            528
gptme/tools/gh.py                                                                             117            128            523
tests/test_server_bad_input.py                                                                121            101            518
tests/test_lessons.py                                                                         156            153            517
tests/test_hooks_cost_awareness.py                                                             72             61            516
gptme/eval/execenv.py                                                                          85            146            514
gptme/tools/computer_transport.py                                                             131             85            503
gptme/hooks/registry.py                                                                       102             82            502
gptme/llm/models/data.py                                                                        3             47            501
gptme/lessons/installer.py                                                                    146            165            495
tests/test_hooks_cache_awareness.py                                                           151             44            484
tests/test_llm_auth.py                                                                        169             56            476
tests/test_snapshot_command.py                                                                117             57            476
tests/test_chat.py                                                                            196            170            469
gptme/server/workspace_api.py                                                                  99             94            468
tests/test_server_session_models.py                                                           158            140            466
tests/test_commands.py                                                                        147             68            463
tests/test_skill_installer.py                                                                 138            154            459
tests/test_gptme_provider.py                                                                  156             70            457
tests/test_tools_shell_background.py                                                          117             51            456
scripts/analyze_compression.py                                                                103             68            446
gptme/chat.py                                                                                  74            100            445
scripts/demo_capture.py                                                                       104             83            445
gptme/prompts/__init__.py                                                                      72             74            444
tests/test_tools_browser_thread.py                                                            113             51            426
tests/test_lessons_commands.py                                                                157             82            422
tests/test_dirs.py                                                                             97             69            421
gptme/eval/dspy/prompt_optimizer.py                                                           109             89            420
tests/test_lessons_index.py                                                                   137            116            419
tests/context/test_task_analyzer.py                                                            90             44            418
tests/test_lessons_parser.py                                                                  188            239            417
tests/test_server_artifacts.py                                                                 66             32            415
gptme/llm/llm_openai_subscription.py                                                          112             72            413
gptme/message.py                                                                              114            155            412
gptme/util/prompt.py                                                                          102            151            410
tests/test_prompts.py                                                                         124             77            409
gptme/util/_telemetry.py                                                                      113            159            403
tests/test_codeblock.py                                                                       302            776            402
gptme/agent/service.py                                                                        108            103            400
tests/test_tools_shell_validation.py                                                          161             63            399
gptme/tools/tmux.py                                                                            98            170            398
tests/test_message.py                                                                         139            120            398
tests/test_tools_mcp.py                                                                       102             20            398
gptme/agent/cli.py                                                                            107            128            395
tests/test_hybrid_lessons.py                                                                  100             54            395
gptme/telemetry.py                                                                             93             55            394
tests/test_computer_actions.py                                                                130             95            393
gptme/agent/doctor.py                                                                          89             43            387
gptme/lessons/index.py                                                                        117            128            385
gptme/workspace_snapshot.py                                                                    53             64            385
gptme/cli/cmd_chats.py                                                                         78             52            384
tests/test_util_cli_mcp.py                                                                     89             45            380
tests/test_eval_subagent.py                                                                    75             39            379
tests/test_profiles.py                                                                         86             33            376
gptme/cli/cmd_hooks.py                                                                        104             75            374
tests/test_github_ci_self_heal.py                                                              71              6            371
tests/test_tools.py                                                                           152             78            369
tests/test_workspace_api.py                                                                   103             19            369
gptme/cli/cmd_status.py                                                                        84             38            368
gptme/hooks/tests/test_cost_awareness.py                                                       72             45            367
gptme/eval/dspy/cli.py                                                                         73             57            364
tests/test_computer_record.py                                                                 119             30            364
tests/test_eval_behavioral_solutions.py                                                       281            848            364
gptme/info.py                                                                                  97             80            363
gptme/llm/openai_responses.py                                                                  79             18            360
tests/test_mcp_discovery.py                                                                   107             41            356
gptme/config/user.py                                                                           87             86            354
tests/test_lessons_matcher.py                                                                  99             86            352
gptme/eval/dspy/experiments.py                                                                 94             60            350
tests/test_computer_use_integration.py                                                        140            143            349
gptme/tools/__init__.py                                                                        96             83            348
gptme/tools/subagent/batch.py                                                                  98            297            347
tests/test_util_hooks.py                                                                       85             93            347
gptme/agent/workspace.py                                                                      120            209            346
gptme/eval/dspy/metrics.py                                                                     97             98            345
tests/test_tools_patch_many.py                                                                 91            101            345
gptme/hooks/tests/test_elicitation.py                                                          91             45            343
gptme/eval/suites/subagent.py                                                                  78             49            342
tests/conftest.py                                                                              90            113            342
tests/test_shell_background.py                                                                 99             71            342
gptme/logmanager/conversations.py                                                              80            119            341
tests/test_unified_plugins.py                                                                  94             38            341
gptme/tools/mcp.py                                                                            102            103            337
tests/test_provider_plugins.py                                                                 90             32            337
tests/test_eval_trends.py                                                                      35             22            335
tests/test_mcp_adapter.py                                                                     113             59            334
gptme/tools/complete.py                                                                        87            108            329
tests/test_workspace_agents.py                                                                145             57            329
gptme/hooks/tests/test_agents_md_inject.py                                                     63             48            328
gptme/eval/suites/practical.py                                                                 35             30            326
gptme/util/cost_display.py                                                                     64             65            324
tests/test_circuit_breaker.py                                                                  98             69            322
tests/test_util_tool_format.py                                                                 78             32            322
gptme/checkpoint.py                                                                            79             49            320
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
tests/test_tools_morph.py                                                                      89             66            310
gptme/hooks/tests/test_confirm.py                                                             100             59            309
gptme/mcp/client.py                                                                            94            121            307
tests/test_chats_external_search.py                                                            72             55            307
tests/context/test_adaptive_compressor.py                                                      58             44            298
tests/test_context.py                                                                         131             80            298
tests/test_llm_models.py                                                                      107             79            297
tests/test_external_sessions.py                                                                80             49            296
gptme/attestation.py                                                                           69              2            295
gptme/server/external_sessions.py                                                              47             52            293
gptme/tools/python.py                                                                          85             99            293
tests/test_conversations.py                                                                    45             32            293
tests/test_plugins.py                                                                         110             85            292
tests/test_util_cli_batch.py                                                                   59              8            292
tests/test_chats_stats.py                                                                      72             30            291
tests/test_eventlog.py                                                                         70             34            289
tests/test_execenv.py                                                                          76             54            288
gptme/commands/snapshot.py                                                                     43             32            287
tests/lessons/test_wildcard_matching.py                                                       114            125            287
tests/test_lessons_auto_include.py                                                             77             50            287
tests/test_complete.py                                                                         66             58            286
gptme/prompts/workspace.py                                                                     47             69            284
tests/test_server_a2a.py                                                                       64             20            283
gptme/eval/dspy/hybrid_optimizer.py                                                           141            345            282
gptme/plugins/__init__.py                                                                      95            131            282
tests/test_hooks_server_confirm.py                                                             78             31            282
gptme/llm/models/resolution.py                                                                 61             76            281
gptme/eval/swe_extra/swe_bench_test_spec.py                                                    53             29            280
gptme/tools/lessons.py                                                                        106            115            278
tests/test_tools_patch_anchored.py                                                             65             26            278
gptme/config/models.py                                                                         98             95            276
gptme/tools/save.py                                                                            63             63            276
gptme/config/chat.py                                                                           57             89            274
tests/test_computer_video_frames_cli.py                                                        67             12            274
tests/test_tools_restart.py                                                                    72             49            274
gptme/tools/shell_validation.py                                                                88            121            273
tests/test_server_v2_agents.py                                                                 57             25            272
gptme/tools/patch.py                                                                           63             95            271
gptme/tools/shell_background.py                                                                65             36            270
gptme/hooks/tests/test_token_awareness.py                                                      37             28            269
gptme/cli/cmd_init.py                                                                          91            163            267
tests/test_computer_docker_config.py                                                           59             92            267
gptme/acp/client.py                                                                            66            121            266
tests/test_browser.py                                                                         115             59            266
gptme/cli/cmd_skills.py                                                                        71             35            261
gptme/llm/llm_openai_models.py                                                                  6             33            261
gptme/profiles.py                                                                              64             68            261
gptme/tools/subagent/types.py                                                                  66            107            261
gptme/llm/models/listing.py                                                                    63             57            259
tests/test_util_cli_attest.py                                                                  67              1            259
tests/test_tools_autocommit.py                                                                 98             47            258
tests/test_server_v2_auto_stepping.py                                                          56             50            257
tests/test_terminal_startup_latency.py                                                         77             32            257
tests/test_hooks.py                                                                           120             47            255
tests/test_tool_use.py                                                                         60             66            255
tests/test_context_selector.py                                                                 83             45            254
tests/test_logmanager.py                                                                       74             61            254
gptme/hooks/tests/test_form_autodetect.py                                                      73             25            253
gptme/tools/_browser_thread.py                                                                 49             52            253
tests/test_eval_claude_code.py                                                                 66             27            253
gptme/server/cli.py                                                                            48             63            252
gptme/tools/subagent/__init__.py                                                               49            191            252
tests/test_lessons_integration.py                                                              97             66            252
gptme/eval/suites/practical16.py                                                               64            100            251
tests/test_util_cli_providers.py                                                               60             27            250
tests/test_prompt_tools.py                                                                     57             30            249
gptme/codeblock.py                                                                             37            143            247
gptme/server/tools_api.py                                                                      58             49            245
tests/test_reduce.py                                                                           69             71            245
gptme/commands/llm.py                                                                          54             51            243
gptme/tools/patch_many.py                                                                      56             62            243
tests/test_agents_md_inject.py                                                                 43             37            241
gptme/prompts/templates.py                                                                     59            106            240
tests/test_ephemeral.py                                                                        70             35            240
tests/test_mcp.py                                                                              68             59            239
gptme/commands/meta.py                                                                         54             20            238
gptme/context/task_analyzer.py                                                                100            124            237
tests/test_auto_naming.py                                                                      69             45            237
tests/test_computer_x11_integration.py                                                         87             87            236
gptme/cli/auth.py                                                                              48             35            233
gptme/context/adaptive_compressor.py                                                           76            130            232
gptme/tools/todo.py                                                                            95            104            232
tests/test_tools__anchored.py                                                                  46             30            230
gptme/tools/precommit.py                                                                       70             96            229
gptme/util/reduce.py                                                                           56             64            228
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
tests/test_chats_json.py                                                                       32             17            225
gptme/cli/onboard.py                                                                           67             59            224
gptme/eval/swebench/main.py                                                                    32             23            224
gptme/mcp/registry.py                                                                          59             70            224
gptme/util/auto_naming.py                                                                      68             78            224
gptme/eval/suites/behavioral/__init__.py                                                        9             11            223
gptme/lessons/hybrid_matcher.py                                                                87            123            223
gptme/lessons/parser.py                                                                        73            117            222
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_tools_python.py                                                                     90             60            216
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_checkpoint.py                                                                       88             20            211
tests/test_server_fresh_bad_input.py                                                           43             38            211
gptme/tools/rag.py                                                                             81            105            210
gptme/init.py                                                                                  37             59            209
tests/test_autocompact_scoring.py                                                              86             39            208
tests/test_tools_read.py                                                                       72             29            208
tests/test_server_v2_hooks.py                                                                  80             60            207
tests/test_executor.py                                                                         50             31            206
gptme/hooks/cost_awareness.py                                                                  65             73            205
tests/test_oauth_openrouter.py                                                                 62              9            205
gptme/tools/autocompact/engine.py                                                              41             58            204
gptme/lessons/auto_include.py                                                                  71             94            203
tests/test_tools_screenshot.py                                                                 55             48            203
tests/test_util_file_storage.py                                                                51             36            203
gptme/server/session_models.py                                                                 57             69            202
gptme/eval/suites/practical7.py                                                                57             81            201
gptme/hooks/auto_snapshots.py                                                                  51             66            201
gptme/server/panels_api.py                                                                     51             51            201
gptme/util/sound.py                                                                            65             72            200
gptme/hooks/tests/test_active_context.py                                                       37             29            198
gptme/hooks/__init__.py                                                                        20             42            197
gptme/hooks/tests/test_server_elicit.py                                                        58             23            196
gptme/cli/cmd_batch.py                                                                         31              6            195
tests/test_computer_demo_cmd.py                                                                55             25            195
tests/test_eval_swebench.py                                                                    64             36            193
tests/test_tools_save.py                                                                       57             36            193
gptme/eval/suites/practical8.py                                                                68             62            191
tests/test_chats_clean.py                                                                      46             18            191
tests/test_computer_latency_cmd.py                                                             46             26            190
tests/test_computer_task.py                                                                   116             31            189
tests/test_telemetry.py                                                                        68             31            189
gptme/eval/agents/claude_code.py                                                               41             33            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
gptme/eval/swebench/evaluate.py                                                                35             41            183
tests/test_computer_screenshot_cli.py                                                          53             12            183
gptme/commands/base.py                                                                         64             61            182
gptme/util/safety.py                                                                           40             33            181
gptme/context/selector/file_selector.py                                                        50             61            179
tests/test_dspy_hybrid.py                                                                      65             45            179
tests/test_tools_tmux.py                                                                       77             65            179
gptme/tools/autocompact/resume.py                                                              50             74            178
gptme/tools/read.py                                                                            41             49            178
tests/test_dspy_basic.py                                                                       66             44            177
gptme/eval/suites/practical4.py                                                                47             24            176
tests/test_server_tools_query.py                                                               51             28            176
tests/test_cost_tracker.py                                                                     26             26            175
gptme/commands/session.py                                                                      58             47            174
gptme/llm/validate.py                                                                          30             29            174
tests/test_tools_todo.py                                                                       81             65            173
gptme/tools/patch_anchored.py                                                                  54             79            172
tests/test_chats_export.py                                                                     48             17            172
tests/test_tools_rag.py                                                                        50             21            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_util_cli_models.py                                                                  23             25            170
tests/test_llm_openai_subscription.py                                                          37              9            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
tests/test_tree.py                                                                             59             37            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/hooks/types.py                                                                           96            136            163
tests/test_tools_time_awareness.py                                                             52             34            163
gptme/server/auth.py                                                                           57             80            160
tests/test_acp_protocol_logging.py                                                             56             15            160
gptme/llm/utils.py                                                                             56             84            159
tests/test_acp_client.py                                                                       64             34            159
gptme/eval/suites/practical3.py                                                                27             19            158
tests/test_acp_stdout.py                                                                       76             37            158
tests/test_server_default_profile.py                                                           65             39            158
tests/test_uri.py                                                                              55             30            158
gptme/config/cli_setup.py                                                                      31             42            157
gptme/llm/llm_openai_models_deprecated.py                                                       5             14            157
gptme/util/__init__.py                                                                         34             29            157
tests/test_backtrack.py                                                                        39             11            157
tests/test_util_tokens.py                                                                      79             45            157
tests/test_commands_account.py                                                                 37              6            156
gptme/eval/suites/practical15.py                                                               65             92            154
tests/test_eval_pass_rate_gate.py                                                              48              9            154
tests/test_shell_allowlist_autoconfirm.py                                                      38             38            154
gptme/server/api_v2_common.py                                                                  83             63            153
gptme/hooks/cli_confirm.py                                                                     50             54            152
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/util/tool_format.py                                                                      48             75            151
tests/test_util_tree.py                                                                        44             33            151
gptme/tools/restart.py                                                                         53             83            150
tests/test_server_api_v2_common.py                                                             46             46            150
gptme/acp/__main__.py                                                                          58             70            149
gptme/server/client.py                                                                         63             79            149
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
scripts/check_rst_formatting.py                                                                41             52            147
tests/test_master_context.py                                                                   39             24            147
tests/test_util_safety.py                                                                      44             12            147
gptme/hooks/token_awareness.py                                                                 47             46            146
gptme/cli/cmd_mcp.py                                                                           42             14            145
gptme/tools/form.py                                                                            42             64            145
tests/test_file_selector_integration.py                                                        50             23            145
tests/test_vent.py                                                                             32             10            145
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
gptme/hooks/tests/test_injection_screening.py                                                  53              5            143
gptme/logmanager/eventlog.py                                                                   51             39            141
tests/test_search_alias.py                                                                     32             25            141
tests/test_dspy_integration.py                                                                 54             32            139
tests/test_tools_token_awareness.py                                                            59             47            139
gptme/eval/suites/practical5.py                                                                67             80            138
tests/test_computer_milestone_integration.py                                                   61             59            138
tests/test_tools_vision.py                                                                     36             31            138
gptme/hooks/agents_md_inject.py                                                                36             63            137
tests/test_server_elicitation.py                                                               47             17            137
tests/test_util_content.py                                                                     49             25            137
tests/test_llm_openai_sampling.py                                                              29              0            136
gptme/hooks/tool_target_instructions.py                                                        37             47            135
gptme/tools/elicit.py                                                                          39            121            135
tests/test_chat_config.py                                                                      53             44            135
tests/test_server_v2_tool_confirmation.py                                                      33             33            135
gptme/config/core.py                                                                           47             50            134
gptme/eval/swebench/utils.py                                                                   29             10            134
tests/test_computer_gate.py                                                                    76             40            133
tests/test_server_config_workspace_containment.py                                              40             43            133
gptme/server/api_v2_agents.py                                                                  25             17            132
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
tests/test_agent_workspace_timeouts.py                                                         41             22            129
tests/test_snapshot_list.py                                                                    45              7            129
gptme/llm/models/types.py                                                                      50             62            128
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
gptme/server/app.py                                                                            34             78            126
tests/test_active_context.py                                                                   41             22            126
gptme/hooks/tests/test_cache_awareness.py                                                      47             34            125
tests/test_util_context_dedup.py                                                               61             43            125
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
tests/test_git_worktree.py                                                                     33             22            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_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/tools/autocompact/hook.py                                                                40             48            116
tests/test_agent_service_timeouts.py                                                           19             18            116
tests/test_llm_validate.py                                                                     26             20            116
gptme/plugins/registry.py                                                                      40             32            115
scripts/auto_rename_logs.py                                                                    34             23            115
tests/test_cli_status.py                                                                       31             16            115
gptme/eval/suites/practical18.py                                                               52            117            114
gptme/util/cost_tracker.py                                                                     46             69            114
tests/test_misc_subprocess_timeouts.py                                                         43             27            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
gptme/hooks/tests/test_time_awareness.py                                                       36             11            111
gptme/util/export.py                                                                           26             29            111
gptme/hooks/confirm.py                                                                         53             88            109
tests/test_computer_run_task_cli.py                                                            40             14            109
tests/test_cost_awareness_delayed_warning.py                                                   42             32            108
gptme/dirs.py                                                                                  45             35            107
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/util/git_worktree.py                                                                     26             39            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_tools_choice.py                                                                     51             26            103
tests/test_util_cost.py                                                                        21             19            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
tests/test_command_completion.py                                                               33             23            100
tests/test_hooks_mcp_namespace_hint.py                                                         30             14            100
gptme/eval/suites/practical24.py                                                               78            204             99
gptme/eval/suites/practical26.py                                                               72            162             99
gptme/eval/suites/practical31.py                                                               69            112             99
gptme/eval/swe_extra/run_swe_extra.py                                                          25             15             99
gptme/eval/suites/behavioral/implement_priority_queue.py                                       61            109             98
gptme/tools/_computer_gate.py                                                                  33             60             98
gptme/eval/suites/behavioral/optimize_n_squared.py                                             31             43             96
gptme/tools/subagent/hooks.py                                                                  29             45             96
gptme/tools/screenshot.py                                                                      29             40             95
tests/test_session.py                                                                          40             21             95
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
tests/test_agent_memory.py                                                                     26             17             90
tests/test_browser_lynx.py                                                                     35             15             90
gptme/eval/tbench/run.py                                                                       16             12             89
gptme/util/ask_execute.py                                                                      25             40             89
tests/test_swebench_utils.py                                                                   27              2             89
gptme/commands/__init__.py                                                                     15             21             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/server/tts_api.py                                                                        24             18             87
gptme/util/tree.py                                                                             21             15             87
scripts/verify_cloudflare_pages_deep_links.py                                                  17              1             87
gptme/hooks/injection_screening.py                                                             21             23             86
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/eval/suites/behavioral/implement_memoization.py                                          50            112             85
tests/test_util.py                                                                             42             85             85
tests/test_output_format.py                                                                    29             21             84
tests/test_server_auth.py                                                                      40             19             84
gptme/eval/suites/behavioral/validate_user_input.py                                            33             55             83
gptme/__version__.py                                                                           17              5             82
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                                                                      37             58             80
tests/test_prompt_skills_summary.py                                                            44             44             80
gptme/cli/cmd_agents.py                                                                        19             14             79
gptme/eval/types.py                                                                            29             42             79
tests/test_onboard.py                                                                          17             17             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
gptme/context/compress.py                                                                      63            131             76
gptme/eval/pass_rate_gate.py                                                                   23             44             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
tests/test_custom_providers.py                                                                 32             44             74
gptme/prompt_queue.py                                                                          30              5             73
gptme/tools/vision.py                                                                          28             21             73
tests/test_shell_issue772.py                                                                   48             47             73
gptme/util/output_storage.py                                                                   29             37             71
gptme/llm/llm_anthropic_models_deprecated.py                                                    5             11             70
gptme/session.py                                                                               39             64             70
gptme/config/project.py                                                                        23             28             69
gptme/context/selector/llm_based.py                                                            32             38             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
gptme/config/__init__.py                                                                        6             15             67
gptme/prompts/context_cmd.py                                                                   11             12             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_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
gptme/util/tokens.py                                                                           21             26             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/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/llm/models/__init__.py                                                                    3             12             62
gptme/util/_sound_cmd.py                                                                       22             17             62
gptme/eval/suites/behavioral/add_logging.py                                                    27             39             61
gptme/tools/_browser_lynx.py                                                                   12             12             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
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
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/tools/autocompact/handlers.py                                                            19              9             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
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
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/tools/progress.py                                                                        19             43             50
tests/test_server_parent_death_watcher.py                                                      16             14             50
tests/test_server_v2_sse.py                                                                    15             13             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/eval/suites/behavioral/git_selective_commit.py                                           21             52             47
gptme/plugins/entrypoints.py                                                                   20             21             47
gptme/util/cost.py                                                                             12              9             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                                                                    3              9             44
tests/test_pdf_to_images.py                                                                    13             13             43
tests/test_server_tts_api.py                                                                   17              0             43
gptme/eval/suites/behavioral/stage_new_files.py                                                12             18             42
tests/test_server_cli_fallback.py                                                              16             12             42
gptme/context/selector/file_config.py                                                          10              8             41
gptme/hooks/test.py                                                                            14              6             41
gptme/llm/llm_mock.py                                                                          16             22             41
tests/test_xml_format.py                                                                       19             68             41
gptme/util/file_storage.py                                                                     30             47             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/tools/autocompact/__init__.py                                                             3             12             37
gptme/cli/wut.py                                                                               13             12             36
gptme/commands/rag.py                                                                          17              8             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
gptme/tools/subagent/context.py                                                                22             81             34
tests/test_cli_confirm_hook.py                                                                 24             20             34
tests/test_commands_llm.py                                                                      7              0             34
tests/test_credentials.py                                                                      16              0             34
gptme/context/__init__.py                                                                       8              8             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
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/__init__.py                                                                               8              3             27
gptme/constants.py                                                                             19             25             27
gptme/tools/_allowlist.py                                                                      11              7             27
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
tests/test_tool_loading_duplicate.py                                                           16             15             24
gptme/context/selector/base.py                                                                 14             23             23
gptme/util/interrupt.py                                                                        13             15             23
gptme/util/conversation_ids.py                                                                  7              4             22
tests/test_credentials_integration.py                                                           8              0             22
tests/test_setup_completions.py                                                                 9              6             22
gptme/acp/__init__.py                                                                           5             13             21
gptme/context/selector/config.py                                                                8              8             21
gptme/agent/__init__.py                                                                         3              6             19
gptme/context/config.py                                                                        12             25             19
tests/test_server_cli_tools.py                                                                 12              4             19
tests/test_tools_shell_multiline.py                                                             7             19             19
gptme/lessons/__init__.py                                                                       7             15             18
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_screenshot.py                                                                        9              6             15
gptme/mcp/__init__.py                                                                           1              0             14
gptme/__main__.py                                                                               2              0             12
gptme/prompts/architect.py                                                                     26             52             11
gptme/server/constants.py                                                                       7             11              9
gptme/eval/tbench/__init__.py                                                                  13             22              8
gptme/eval/dspy/__init__.py                                                                     6              6              7
gptme/eval/cost.py                                                                             12             24              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/__init__.py                                                                        2              3              3
gptme/server/__main__.py                                                                        1              0              3
gptme/tools/_browser_format.py                                                                  3              5              3
gptme/oauth/__init__.py                                                                         1              4              0
-------------------------------------------------------------------------------------------------------------------------------
SUM:                                                                                        51840          48336         186753
-------------------------------------------------------------------------------------------------------------------------------
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: 728
  Total blocks: 14410
  Average complexity: 3.674392782789729

Most Complex Functions (D+):
  gptme/codeblock.py
  gptme/commands/checkpoint.py
      F 43:0 cmd_checkpoint - D
  gptme/commands/backtrack.py
      F 65:0 cmd_backtrack - D
  gptme/commands/snapshot.py
      F 42:0 _print_prunable - D
  gptme/commands/meta.py
      F 142:0 cmd_plugin - E
  gptme/commands/llm.py
      F 129:0 cmd_tools - D
      F 212:0 cmd_context - D
  gptme/agent/doctor.py
      F 337:0 check_lessons - E
  gptme/context/selector/rule_based.py
      M 27:4 RuleBasedSelector.select - D
  gptme/context/selector/file_selector.py
  gptme/lessons/parser.py
      F 266:0 parse_lesson - D
  gptme/lessons/installer.py
      F 239:0 install_skill - E
      F 506:0 check_dependencies - D
  gptme/lessons/index.py
      M 97:4 LessonIndex._default_dirs - E
      M 415:4 LessonIndex._load_manifest_skill_stubs - D
  gptme/server/openapi_docs.py
      F 917:0 _convert_to_openapi_nullable - D
  gptme/server/api_v2_sessions.py
      F 301:0 api_conversation_step - E
      F 568:0 api_conversation_tool_confirm - D
      F 935:0 api_conversation_transcript - D
  gptme/server/api_v2.py
      F 1383:0 api_conversation_put - E
      F 1765:0 api_conversation_edit_message - E
      F 1251:0 api_conversation - D
      F 2419:0 api_conversation_config_patch - D
      F 1590:0 api_conversation_post - D
  gptme/server/api_v2_agents.py
      F 55:0 api_agents_put - D
  gptme/server/session_step.py
  gptme/server/tasks_api.py
      F 380:0 get_git_status - D
  gptme/server/a2a_api.py
      F 489:0 _task_from_conversation - D
  gptme/util/gh.py
      F 978:0 get_github_run_logs - D
      F 1161:0 search_github_issues - D
      F 1267:0 search_github_prs - D
      F 1369:0 merge_github_pr - D
  gptme/util/prompt.py
      M 294:4 GptmeCompleter.get_completions - D
  gptme/util/cost_display.py
      F 291:0 display_costs - D
      F 137:0 gather_conversation_costs - D
  gptme/util/context.py
      F 462:0 include_paths - E
      F 809:0 _resource_to_codeblock - E
  gptme/util/tool_format.py
      F 104:0 format_tools_list - D
  gptme/util/_telemetry.py
      F 329:0 init_telemetry - D
  gptme/init.py
      F 99:0 init_model - D
  gptme/info.py
      F 428:0 format_version_info - D
  gptme/config/core.py
      M 61:4 Config.mcp - D
  gptme/config/models.py
      M 313:4 ProjectConfig.from_dict - D
  gptme/config/user.py
      F 451:0 _merge_config_data - D
      F 182:0 load_user_config - D
  gptme/config/cli_setup.py
  gptme/config/chat.py
      M 112:4 ChatConfig.from_dict - D
  gptme/telemetry.py
      F 347:0 record_llm_request - E
  gptme/llm/llm_anthropic.py
      F 1290:0 _prepare_messages_for_api - D
      F 675:0 chat - D
  gptme/llm/llm_openai.py
      F 377:0 init - E
      F 843:0 chat - E
      F 1149:0 stream - D
      F 1501:0 _transform_msgs_for_special_provider - D
      F 580:0 _handle_openai_transient_error - D
  gptme/llm/__init__.py
  gptme/llm/models/listing.py
      F 282:0 list_models - D
  gptme/llm/models/resolution.py
  gptme/llm/openai_responses.py
      F 313:0 _stream_responses_events - E
  gptme/hooks/cli_confirm.py
      F 162:0 _looks_like_diff - D
  gptme/hooks/tool_target_instructions.py
      F 67:0 _extract_paths - D
  gptme/hooks/registry.py
      M 178:4 HookRegistry.trigger - D
  gptme/hooks/token_awareness.py
      F 93:0 add_token_usage_warning - D
  gptme/acp/agent.py
      M 521:4 GptmeAgent.new_session - D
      M 951:4 GptmeAgent.prompt - D
  gptme/workspace_snapshot.py
      F 416:0 prune_by_age - D
  gptme/eval/run.py
      F 310:0 execute - D
  gptme/eval/suites/practical16.py
      F 68:0 check_queue_all_producers_mentioned - D
  gptme/eval/leaderboard.py
      F 915:0 compute_rate_trends - D
      F 679:0 aggregate_per_test - D
  gptme/eval/main.py
  gptme/eval/trends.py
      F 157:0 compute_diff - D
  gptme/eval/dspy/hybrid_optimizer.py
      C 239:0 TaskComplexity - D
      M 283:4 TaskComplexity.analyze - D
  gptme/prompts/workspace.py
  gptme/prompts/__init__.py
      F 199:0 _build_prompt_sections - D
  gptme/prompts/chat_history.py
      F 20:0 prompt_chat_history - E
  gptme/chat.py
      F 339:0 _process_message_conversation - E
      F 182:0 _run_chat_loop - D
  gptme/cli/cmd_computer.py
      F 1369:0 doctor_cmd - E
      F 93:0 _extract_computer_calls - E
      F 1130:0 latency_cmd - D
  gptme/cli/cmd_agents.py
      F 25:0 run_scan - D
  gptme/cli/cmd_skills.py
      F 17:0 skills_list - D
  gptme/cli/cmd_hooks.py
      F 265:0 run - D
  gptme/cli/main.py
  gptme/cli/doctor.py
      F 546:0 _check_computer - D
  gptme/cli/util.py
      F 671:0 llm_generate - D
      F 1168:0 models_test - D
  gptme/plugins/__init__.py
      F 202:0 _load_plugin - D
  gptme/tools/tmux.py
      F 423:0 execute_tmux - D
  gptme/tools/gh.py
      F 549:0 execute_gh - E
      F 99:0 _wait_for_checks - D
  gptme/tools/shell.py
      M 729:4 ShellSession._read_output_unix - E
      F 1255:0 _format_shell_output - E
      M 564:4 ShellSession._read_output_windows - D
      M 431:4 ShellSession._run_pipe - D
      F 1563:0 execute_shell - D
  gptme/tools/subagent/execution.py
      F 142:0 _create_subagent_thread - E
  gptme/tools/subagent/api.py
  gptme/tools/__init__.py
      F 251:0 get_toolchain - D
      F 156:0 init_tools - D
  gptme/tools/shell_background.py
      M 56:4 BackgroundJob._read_output - D
  gptme/tools/complete.py
      F 361:0 stuck_detect_hook - D
  gptme/tools/autocompact/engine.py
  gptme/tools/lessons.py
      F 244:0 auto_include_lessons_hook - D
  gptme/tools/chats.py
  gptme/tools/mcp.py
  gptme/tools/python.py
      F 236:0 execute_python - D
  gptme/tools/computer.py
      F 1380:0 _dispatch_transport - D
  tests/test_config.py
      F 665:0 test_project_config_loaded_from_toml - D
      F 702:0 test_project_config_loaded_from_json - D
  tests/test_server_v2_auto_stepping.py
      F 16:0 test_auto_stepping - E
      F 244:0 test_multi_tool_per_message - D
  tests/test_server_v2_tool_confirmation.py
      F 15:0 test_tool_confirmation_flow - D
  tests/test_eval_behavioral_solutions.py
      F 55:0 _apply_solution - E
  tests/test_util_cli.py
      F 19:0 test_tokens_count - D
      F 406:0 test_tools_list - D
      F 557:0 test_models_list - D
  tests/test_server.py
      F 309:0 test_api_conversation_list_detail_flag - D
  scripts/demo_capture.py
      F 485:0 main - D
  scripts/auto_rename_logs.py
      F 32:0 auto_rename_logs - D
  scripts/check_rst_formatting.py
      F 26:0 check_file - E
  scripts/treeofthoughts.py
      F 183:0 tree_search - D
  scripts/github_bot.py
      F 555:0 main - D

Largest Files (>300 SLOC):
  3627 tests/test_subagent_unit.py
  2691 tests/test_server_v2.py
  2509 gptme/server/api_v2.py
  2306 tests/test_tools_subagent.py
  2249 tests/test_eval_behavioral.py
  2106 tests/test_llm_openai.py
  1810 gptme/tools/computer.py
  1533 tests/test_init.py
  1477 gptme/tools/shell.py
  1431 gptme/cli/cmd_computer.py
  1353 tests/test_tools_shell.py
  1331 gptme/llm/llm_openai.py
  1279 tests/test_config.py
  1268 tests/test_tools_computer.py
  1234 tests/test_cli.py
  1223 gptme/hooks/workspace_agents.py
  1178 gptme/util/gh.py
  1176 gptme/cli/main.py
  1174 gptme/eval/leaderboard.py
  1127 tests/test_eval_behavioral_solutions.py
  1086 tests/test_server.py
  1075 tests/test_acp_agent.py
  1059 tests/test_util_gh.py
  1032 gptme/cli/util.py
   999 tests/test_server_v2_sessions.py
   983 gptme/acp/agent.py
   961 tests/test_tools_base.py
   947 gptme/eval/dspy/tasks.py
   945 gptme/hooks/tests/test_workspace_agents.py
   931 tests/test_doctor.py
   924 gptme/cli/doctor.py
   916 gptme/llm/llm_anthropic.py
   889 tests/test_eval_leaderboard.py
   886 tests/test_llm_utils.py
   878 tests/test_info.py
   870 gptme/eval/main.py
   869 tests/test_codeblock.py
   832 tests/test_util_cli.py
   832 tests/test_computer_audit.py
   820 gptme/tools/subagent/api.py
   820 gptme/eval/suites/computer.py
   819 tests/test_eval_computer_suite.py
   812 tests/test_tasks_api.py
   801 gptme/server/api_v2_sessions.py
   784 tests/test_util_gh_mocked.py
   776 gptme/tools/base.py
   775 gptme/server/session_step.py
   771 gptme/server/openapi_docs.py
   767 tests/test_tools_browser.py
   748 gptme/tools/browser.py
   725 gptme/tools/chats.py
   722 tests/test_server_workspace.py
   715 gptme/eval/suites/basic.py
   705 gptme/llm/__init__.py
   701 tests/test_agent.py
   696 tests/test_hooks_registry.py
   681 tests/test_acp_session_runtime.py
   675 tests/test_tools_gh.py
   675 gptme/tools/_browser_playwright.py
   664 gptme/server/tasks_api.py
   659 tests/test_prompt_templates.py
   648 gptme/tools/mcp_adapter.py
   632 gptme/cli/setup.py
   619 tests/test_llm_anthropic.py
   619 gptme/tools/subagent/execution.py
   616 tests/test_json_output.py
   615 gptme/util/context.py
   612 tests/test_lessons.py
   610 scripts/github_bot.py
   607 tests/test_computer_doctor_cmd.py
   603 tests/test_auto_compact.py
   598 tests/test_llm_models_resolution.py
   598 tests/test_cost_display.py
   597 tests/test_tools_complete.py
   593 gptme/tools/gh.py
   580 tests/test_tools_lessons.py
   578 tests/test_tools_precommit.py
   576 tests/test_lessons_parser.py
   573 tests/test_skill_installer.py
   570 gptme/logmanager/manager.py
   567 scripts/github_ci_self_heal.py
   554 tests/test_computer_transport.py
   551 tests/test_server_panels.py
   547 tests/test_eval.py
   547 gptme/server/a2a_api.py
   546 gptme/llm/models/data.py
   539 tests/test_server_path_traversal.py
   533 gptme/server/artifacts_api.py
   529 gptme/eval/run.py
   526 gptme/eval/execenv.py
   518 tests/test_server_bad_input.py
   516 tests/test_hooks_cost_awareness.py
   514 tests/test_chat.py
   513 gptme/lessons/installer.py
   503 gptme/tools/computer_transport.py
   502 gptme/hooks/registry.py
   484 tests/test_hooks_cache_awareness.py
   483 gptme/tools/tmux.py
   477 tests/test_snapshot_command.py
   476 tests/test_llm_auth.py
   468 gptme/server/workspace_api.py
   466 tests/test_server_session_models.py
   463 tests/test_commands.py
   459 tests/test_gptme_provider.py
   456 tests/test_tools_shell_background.py
   451 scripts/demo_capture.py
   447 gptme/prompts/__init__.py
   445 scripts/analyze_compression.py
   445 gptme/chat.py
   437 tests/test_lessons_index.py
   435 gptme/llm/llm_openai_subscription.py
   432 gptme/tools/subagent/__init__.py
   430 gptme/util/prompt.py
   426 tests/test_tools_browser_thread.py
   426 tests/test_prompts.py
   422 tests/test_lessons_commands.py
   421 tests/test_dirs.py
   421 gptme/eval/dspy/prompt_optimizer.py
   420 tests/test_tools_patch_many.py
   419 gptme/message.py
   419 gptme/agent/service.py
   418 tests/context/test_task_analyzer.py
   415 tests/test_server_artifacts.py
   409 tests/test_message.py
   407 gptme/util/_telemetry.py
   401 tests/test_tools.py
   399 tests/test_tools_shell_validation.py
   398 tests/test_tools_mcp.py
   395 tests/test_hybrid_lessons.py
   395 gptme/agent/workspace.py
   395 gptme/agent/cli.py
   394 gptme/telemetry.py
   393 tests/test_computer_actions.py
   387 gptme/workspace_snapshot.py
   387 gptme/agent/doctor.py
   386 tests/test_eval_subagent.py
   385 gptme/lessons/index.py
   384 gptme/cli/cmd_chats.py
   383 tests/test_util_hooks.py
   383 tests/test_computer_use_integration.py
   380 tests/test_util_cli_mcp.py
   377 gptme/cli/cmd_init.py
   376 tests/test_profiles.py
   374 gptme/cli/cmd_hooks.py
   372 tests/test_lessons_matcher.py
   371 tests/test_github_ci_self_heal.py
   369 tests/test_workspace_api.py
   368 gptme/cli/cmd_status.py
   367 gptme/hooks/tests/test_cost_awareness.py
   364 tests/test_computer_record.py
   364 gptme/eval/dspy/cli.py
   363 gptme/info.py
   360 gptme/llm/openai_responses.py
   356 tests/test_mcp_discovery.py
   356 gptme/config/user.py
   355 gptme/eval/dspy/experiments.py
   352 gptme/tools/mcp.py
   350 gptme/tools/__init__.py
   350 gptme/eval/dspy/metrics.py
   347 gptme/tools/subagent/batch.py
   346 tests/test_tools_patch.py
   346 tests/lessons/test_wildcard_matching.py
   343 tests/conftest.py
   343 gptme/logmanager/conversations.py
   343 gptme/hooks/tests/test_elicitation.py
   342 tests/test_shell_background.py
   342 gptme/eval/suites/subagent.py
   341 tests/test_unified_plugins.py
   340 gptme/tools/complete.py
   337 tests/test_provider_plugins.py
   336 tests/test_eval_trends.py
   334 tests/test_mcp_adapter.py
   329 tests/test_workspace_agents.py
   328 gptme/hooks/tests/test_agents_md_inject.py
   326 scripts/treeofthoughts.py
   326 gptme/tools/python.py
   326 gptme/eval/suites/practical.py
   324 gptme/util/cost_display.py
   322 tests/test_workspace_snapshot.py
   322 tests/test_util_tool_format.py
   322 tests/test_circuit_breaker.py
   320 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
   312 tests/test_plugins.py
   310 tests/test_tools_morph.py
   310 gptme/tools/patch.py
   309 gptme/hooks/tests/test_confirm.py
   307 tests/test_chats_external_search.py
   307 gptme/mcp/client.py
   303 gptme/prompts/templates.py
   301 gptme/tools/save.py

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 - _browser_playwright.py [886:69 - 899:27] (14 lines, 77 tokens)
   browser.py [1122:44 - 1135:27]
Clone found (python)
 - _browser_playwright.py [1069:1 - 1084:43] (16 lines, 61 tokens)
   browser.py [1249:1 - 1264:43]
Clone found (python)
 - autocompact/engine.py [186:13 - 195:18] (10 lines, 57 tokens)
   autocompact/engine.py [237:17 - 246:22]
Clone found (python)
 - clarify.py [45:5 - 60:31] (16 lines, 83 tokens)
   complete.py [68:5 - 83:31]
Clone found (python)
 - complete.py [112:5 - 120:15] (9 lines, 50 tokens)
   complete.py [186:5 - 194:15]
Clone found (python)
 - computer.py [1471:13 - 1488:14] (18 lines, 71 tokens)
   computer.py [1806:13 - 1823:14]
Clone found (python)
 - computer.py [1617:13 - 1636:37] (20 lines, 93 tokens)
   computer_transport.py [234:13 - 253:37]
Clone found (python)
 - computer.py [1687:9 - 1696:19] (10 lines, 50 tokens)
   computer.py [1776:9 - 1785:19]
Clone found (python)
 - gh.py [78:9 - 87:59] (10 lines, 53 tokens)
   gh.py [151:13 - 159:63]
Clone found (python)
 - patch.py [331:5 - 343:23] (13 lines, 55 tokens)
   save.py [132:5 - 144:23]
Clone found (python)
 - patch_anchored.py [101:1 - 106:3] (6 lines, 52 tokens)
   patch_anchored.py [189:1 - 194:2]
Clone found (python)
 - patch_anchored.py [109:26 - 116:32] (8 lines, 57 tokens)
   patch_anchored.py [236:27 - 243:32]
Clone found (python)
 - precommit.py [113:50 - 120:61] (8 lines, 51 tokens)
   precommit.py [124:65 - 131:61]
Clone found (python)
 - shell.py [564:29 - 576:11] (13 lines, 66 tokens)
   shell.py [729:26 - 741:11]
Clone found (python)
 - shell.py [640:37 - 656:75] (17 lines, 63 tokens)
   shell.py [808:37 - 824:75]
Clone found (python)
 - shell.py [1185:5 - 1195:31] (11 lines, 55 tokens)
   shell.py [1236:5 - 1246:31]
Clone found (python)
 - shell_background.py [71:24 - 79:27] (9 lines, 57 tokens)
   shell_background.py [89:39 - 97:23]
Clone found (python)
 - subagent/batch.py [178:9 - 183:8] (6 lines, 56 tokens)
   subagent/batch.py [230:13 - 237:8]
Clone found (python)
 - subagent/batch.py [338:33 - 349:5] (12 lines, 76 tokens)
   subagent/batch.py [428:23 - 439:5]
Clone found (python)
 - subagent/batch.py [338:33 - 349:15] (12 lines, 78 tokens)
   subagent/batch.py [575:25 - 586:11]
Clone found (python)
 - subagent/batch.py [373:53 - 379:43] (7 lines, 60 tokens)
   subagent/batch.py [472:54 - 478:43]
Clone found (python)
 - subagent/batch.py [406:5 - 420:10] (15 lines, 58 tokens)
   subagent/batch.py [527:9 - 541:14]
Clone found (python)
 - subagent/context.py [20:9 - 30:16] (11 lines, 60 tokens)
   subagent/context.py [47:9 - 57:16]
Clone found (python)
 - _sound_sounddevice.py [61:46 - 72:56] (12 lines, 73 tokens)
   _sound_sounddevice.py [102:46 - 113:56]
Clone found (python)
 - gh.py [417:28 - 426:23] (10 lines, 51 tokens)
   gh.py [1207:13 - 1216:23]
Clone found (python)
 - gh.py [1191:17 - 1205:7] (15 lines, 55 tokens)
   gh.py [1295:14 - 1309:7]
Clone found (python)
 -  [388:5 - 402:26] (15 lines, 88 tokens)
    [466:5 - 480:26]
Clone found (python)
 -  [55:82 - 67:32] (13 lines, 63 tokens)
    [152:54 - 164:32]
Clone found (python)
 -  [116:9 - 127:34] (12 lines, 61 tokens)
    [220:9 - 231:34]
Clone found (python)
 -  [91:16 - 97:69] (7 lines, 53 tokens)
    [165:18 - 171:69]
┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format     │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash       │ 13             │ 1583        │ 3157         │ 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              │ 1151        │ 1678         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup     │ 2              │ 334         │ 2197         │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python     │ 410            │ 147276      │ 684828       │ 139          │ 1651 (1.12%)     │ 9585 (1.40%)      │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ text       │ 2              │ 527         │ 267          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ toml       │ 1              │ 147         │ 96           │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ txt        │ 1              │ 146         │ 245          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ yaml       │ 1              │ 82          │ 151          │ 0            │ 0 (0.00%)        │ 0 (0.00%)         │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total:     │ 438            │ 152038      │ 697077       │ 139          │ 1651 (1.09%)     │ 9585 (1.38%)      │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 139 clones.
time: 318.676ms
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