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
108401 | gptme.tools
115009 | gptme.cli.main
123233 | gptme.config.cli_setup
151681 | gptme.config
157032 | gptme.llm
192572 | playwright.sync_api._generated
201390 | playwright.sync_api
213954 | gptme.tools._browser_playwright
242106 | gptme.commands
357603 | gptme.chat
real 0m1.609s
user 0m1.398s
sys 0m0.200s
make[2]: Leaving directory '/home/runner/work/gptme/gptme'
$ make bench-startup
make[2]: Entering directory '/home/runner/work/gptme/gptme'
Benchmarking startup time for gptme
Benchmark 1: import gptme.cli.main
Time (mean ± σ): 141.6 ms ± 3.0 ms [User: 120.0 ms, System: 21.4 ms]
Range (min … max): 136.8 ms … 147.4 ms 10 runs
Benchmark 2: gptme --help
Time (mean ± σ): 555.8 ms ± 7.9 ms [User: 485.4 ms, System: 70.2 ms]
Range (min … max): 542.9 ms … 569.0 ms 10 runs
Benchmark 3: full start/exit cycle
Time (mean ± σ): 1.015 s ± 0.006 s [User: 0.770 s, System: 0.623 s]
Range (min … max): 1.006 s … 1.025 s 10 runs
Summary
import gptme.cli.main ran
3.93 ± 0.10 times faster than gptme --help
7.17 ± 0.16 times faster than full start/exit cycle
make[2]: Leaving directory '/home/runner/work/gptme/gptme'
Lines of code#
LoC Core#
$ make cloc-core
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/*.py gptme/llm/*.py gptme/util/*.py gptme/tools/base.py gptme/tools/__init__.py gptme/hooks/__init__.py gptme/plugins/__init__.py gptme/lessons/*.py --by-file --hide-rate --quiet | tail -n +2
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File blank comment code
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gptme/llm/llm_openai.py 307 382 1539
gptme/util/gh.py 243 301 1213
gptme/llm/llm_anthropic.py 217 311 932
gptme/tools/base.py 181 267 875
gptme/llm/__init__.py 158 289 808
gptme/util/context.py 145 224 619
gptme/chat.py 77 154 523
gptme/llm/llm_openai_subscription.py 125 119 508
gptme/lessons/installer.py 146 165 496
gptme/util/capabilities_export.py 55 67 476
gptme/message.py 121 192 426
gptme/lessons/auto_include.py 108 210 418
gptme/util/prompt.py 102 151 412
gptme/util/cost_display.py 81 80 406
gptme/util/reduce.py 96 133 403
gptme/tools/__init__.py 117 128 399
gptme/telemetry.py 94 55 396
gptme/lessons/index.py 120 135 392
gptme/util/_telemetry.py 110 158 392
gptme/workspace_snapshot.py 53 64 386
gptme/llm/openai_responses.py 80 22 367
gptme/lessons/hybrid_matcher.py 122 162 364
gptme/info.py 96 79 361
gptme/llm/llm_grok_subscription.py 93 74 359
gptme/llm/local_discovery.py 64 35 351
gptme/sandbox.py 95 208 349
gptme/init.py 65 91 338
gptme/llm/llm_openai_models.py 6 43 333
gptme/util/safety.py 57 63 330
gptme/checkpoint.py 79 49 321
gptme/attestation.py 71 2 301
gptme/plugins/__init__.py 98 133 295
gptme/llm/validate.py 43 64 277
gptme/profiles.py 64 68 268
gptme/knowledge.py 70 80 252
gptme/codeblock.py 38 148 250
gptme/anti_slop.py 40 62 242
gptme/util/review.py 70 129 231
gptme/lessons/parser.py 74 119 226
gptme/util/auto_naming.py 68 78 224
gptme/lessons/commands.py 91 48 219
gptme/util/_sound_sounddevice.py 57 50 218
gptme/model_attestation.py 63 78 209
gptme/hooks/__init__.py 20 42 203
gptme/util/sound.py 65 72 200
gptme/circuit_breaker.py 49 72 171
gptme/util/git_worktree.py 40 67 169
gptme/util/tool_format.py 48 76 169
gptme/llm/llm_gptme.py 64 112 164
gptme/llm/utils.py 56 84 159
gptme/util/tokens.py 46 69 159
gptme/dirs.py 72 99 157
gptme/llm/llm_openai_models_deprecated.py 5 14 157
gptme/util/__init__.py 34 29 157
gptme/util/clipboard.py 22 12 147
gptme/lessons/skill_commands.py 47 58 135
gptme/util/replay.py 42 49 129
gptme/k_best.py 34 40 125
gptme/util/cost_tracker.py 46 69 114
gptme/util/ask_execute.py 26 44 113
gptme/util/export.py 26 29 111
gptme/prompt_queue.py 41 20 109
gptme/lessons/matcher.py 35 47 103
gptme/__version__.py 21 17 99
gptme/llm/llm_openrouter_subscription.py 35 37 99
gptme/util/tree.py 21 15 87
gptme/util/context_savings.py 20 6 77
gptme/gears.py 16 4 76
gptme/util/output_storage.py 29 37 71
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/llm/retry_abort.py 24 66 70
gptme/session.py 39 64 70
gptme/util/generate_name.py 5 6 69
gptme/util/master_context.py 28 38 66
gptme/util/_sound_cmd.py 22 17 62
gptme/util/uri.py 29 42 59
gptme/util/cost.py 20 21 55
gptme/util/history.py 17 7 55
gptme/credentials.py 16 7 53
gptme/util/context_dedup.py 41 93 53
gptme/util/terminal.py 28 23 53
gptme/llm/provider_plugins.py 39 35 48
gptme/status_provider.py 24 60 47
gptme/llm/llm_mock.py 16 22 41
gptme/util/file_storage.py 30 47 40
gptme/util/keyword_matching.py 35 66 39
gptme/__init__.py 8 3 36
gptme/util/content.py 18 24 30
gptme/util/install.py 13 25 30
gptme/constants.py 21 29 29
gptme/llm/retry_policy.py 13 22 28
gptme/util/useredit.py 11 13 26
gptme/executor.py 18 26 24
gptme/util/interrupt.py 13 15 23
gptme/util/conversation_ids.py 7 4 22
gptme/lessons/__init__.py 7 15 21
gptme/util/git_cmd.py 7 14 17
gptme/__main__.py 2 0 12
gptme/util/stdio.py 8 9 12
gptme/llm/constants.py 2 6 5
-----------------------------------------------------------------------------------------------
SUM: 5786 7520 23429
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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
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File blank comment code
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gptme/llm/llm_openai.py 307 382 1539
gptme/llm/llm_anthropic.py 217 311 932
gptme/llm/__init__.py 158 289 808
gptme/llm/llm_openai_subscription.py 125 119 508
gptme/llm/openai_responses.py 80 22 367
gptme/llm/llm_grok_subscription.py 93 74 359
gptme/llm/local_discovery.py 64 35 351
gptme/llm/llm_openai_models.py 6 43 333
gptme/llm/validate.py 43 64 277
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_openrouter_subscription.py 35 37 99
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/llm/retry_abort.py 24 66 70
gptme/llm/provider_plugins.py 39 35 48
gptme/llm/llm_mock.py 16 22 41
gptme/llm/retry_policy.py 13 22 28
gptme/llm/constants.py 2 6 5
-----------------------------------------------------------------------------------------------
SUM: 1352 1748 6315
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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
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File blank comment code
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gptme/tools/computer.py 432 864 1659
gptme/tools/shell.py 294 412 1600
gptme/hooks/workspace_agents.py 238 153 1255
gptme/tools/base.py 181 267 875
gptme/tools/convert.py 136 85 793
gptme/tools/chats.py 135 167 706
gptme/tools/browser.py 269 436 673
gptme/tools/_browser_playwright.py 234 276 665
gptme/tools/mcp_adapter.py 230 223 650
gptme/tools/complete.py 103 170 572
gptme/tools/computer_transport.py 151 125 567
gptme/tools/gh.py 117 128 523
gptme/hooks/registry.py 102 82 502
gptme/tools/hashline_edit.py 126 365 501
gptme/tools/shell_validation.py 119 252 431
gptme/tools/__init__.py 117 128 399
gptme/tools/tmux.py 98 170 398
gptme/tools/shell_background.py 74 38 365
gptme/tools/python.py 93 116 353
gptme/tools/mcp.py 102 103 337
gptme/hooks/cost_awareness.py 82 75 329
gptme/tools/shell_flags.py 60 257 315
gptme/tools/_browser_thread.py 57 68 297
gptme/plugins/__init__.py 98 133 295
gptme/tools/read.py 55 73 287
gptme/tools/lessons.py 106 115 278
gptme/tools/save.py 63 63 276
gptme/tools/patch.py 63 95 271
gptme/tools/rag.py 89 131 245
gptme/tools/patch_many.py 56 62 243
gptme/tools/todo.py 95 104 232
gptme/tools/precommit.py 70 96 230
gptme/hooks/aw_watcher_agent.py 49 21 217
gptme/hooks/elicitation.py 90 132 213
gptme/hooks/__init__.py 20 42 203
gptme/hooks/auto_snapshots.py 51 66 201
gptme/hooks/manifest.py 43 41 190
gptme/hooks/script.py 21 8 189
gptme/tools/pruner.py 44 0 188
gptme/tools/morph.py 43 49 185
gptme/tools/request_tool_change.py 35 33 173
gptme/tools/patch_anchored.py 54 79 172
gptme/hooks/cache_awareness.py 118 186 168
gptme/hooks/types.py 96 136 163
gptme/hooks/cli_confirm.py 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/injection_screening.py 31 34 130
gptme/hooks/form_autodetect.py 48 65 123
gptme/hooks/server_confirm.py 51 58 122
gptme/plugins/registry.py 40 35 116
gptme/hooks/server_elicit.py 52 56 113
gptme/tools/computer_semantic.py 61 129 110
gptme/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 61 100
gptme/tools/screenshot.py 30 45 99
gptme/tools/vent.py 39 64 93
gptme/hooks/knowledge_inject.py 21 37 90
gptme/hooks/time_awareness.py 32 29 86
gptme/tools/_browser_lynx.py 11 8 84
gptme/tools/autocommit.py 37 58 81
gptme/tools/progress.py 23 53 73
gptme/tools/vision.py 28 21 73
gptme/plugins/entrypoints.py 24 35 69
gptme/tools/_browser_perplexity.py 22 16 60
gptme/tools/clarify.py 17 26 57
gptme/hooks/cwd_changed.py 18 11 54
gptme/hooks/mcp_namespace_hint.py 21 24 54
gptme/hooks/markdown_validation.py 36 41 51
gptme/tools/_allowlist.py 18 15 48
gptme/hooks/test.py 14 6 41
gptme/hooks/cwd_awareness.py 11 17 28
gptme/hooks/auto_confirm.py 11 9 24
gptme/tools/_hashline_snapshot.py 16 15 23
gptme/tools/_url_safety.py 9 10 22
gptme/plugins/plugin.py 25 39 17
gptme/tools/_browser_format.py 3 5 3
------------------------------------------------------------------------------------------
SUM: 6140 8318 22841
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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
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File blank comment code
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gptme/server/api_v2.py 477 425 2824
gptme/server/session_step.py 175 340 990
gptme/server/api_v2_sessions.py 119 175 897
gptme/server/openapi_docs.py 256 177 760
gptme/server/tasks_api.py 193 130 680
gptme/server/a2a_api.py 103 42 544
gptme/server/artifacts_api.py 107 110 538
gptme/server/static/main.js 51 69 498
gptme/server/workspace_api.py 100 110 486
gptme/server/external_sessions.py 59 92 372
gptme/server/cli.py 52 95 293
gptme/server/tools_api.py 58 49 249
gptme/server/static/computer.html 12 3 237
gptme/server/session_models.py 63 96 235
gptme/server/auth.py 76 115 203
gptme/server/panels_api.py 51 51 203
gptme/server/computer_api.py 51 55 202
gptme/server/static/index.html 11 18 201
gptme/server/acp_session_runtime.py 34 30 165
gptme/server/api_v2_common.py 83 63 156
gptme/server/client.py 63 79 149
gptme/server/static/style.css 27 4 143
gptme/server/app.py 35 84 133
gptme/server/api_v2_agents.py 25 17 132
gptme/server/skills_api.py 32 4 125
gptme/server/metrics.py 36 19 117
gptme/server/tts_api.py 24 18 90
gptme/server/__init__.py 5 8 9
gptme/server/constants.py 7 11 9
gptme/server/__main__.py 1 0 3
--------------------------------------------------------------------------------------
SUM: 2386 2489 11643
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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
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tests/test_subagent_unit.py 1284 627 4671
tests/test_server_v2.py 844 326 3550
tests/test_tools_subagent.py 848 440 2761
tests/test_llm_openai.py 622 366 2483
tests/test_util_review.py 453 311 1975
tests/test_server_v2_sessions.py 267 225 1693
tests/test_init.py 253 142 1569
tests/test_cli.py 410 158 1468
tests/test_eval_behavioral.py 867 967 1357
tests/test_config.py 400 462 1311
tests/test_util_cli_review_watch.py 317 189 1283
tests/test_tools_shell.py 401 429 1270
tests/test_tools_computer.py 438 269 1258
tests/test_acp_agent.py 355 188 1206
tests/test_util_gh.py 260 172 1172
tests/test_server.py 297 202 1124
tests/test_doctor.py 266 141 1055
tests/test_tools_complete.py 218 253 1017
tests/test_tools_base.py 321 107 982
tests/test_tools_browser.py 316 74 980
tests/test_lessons_auto_include.py 252 217 938
tests/test_info.py 177 78 937
tests/test_util_cli.py 248 171 934
tests/test_tools_shell_validation.py 326 211 931
tests/test_tui.py 244 121 919
tests/test_cmd_service.py 207 184 909
tests/test_auto_compact.py 352 272 894
tests/test_llm_utils.py 255 127 886
tests/test_eval_leaderboard.py 126 104 883
tests/test_tools_convert.py 265 117 864
tests/test_computer_audit.py 231 157 846
tests/test_tasks_api.py 185 69 831
tests/test_eval_computer_suite.py 328 149 819
tests/test_util_gh_mocked.py 155 121 814
tests/test_prompt_templates.py 260 191 811
tests/test_sandbox.py 195 105 801
tests/test_reduce.py 230 208 794
tests/test_cost_display.py 110 68 776
tests/test_tools_hashline_edit.py 211 412 746
tests/test_server_workspace.py 149 154 743
tests/test_chat.py 264 201 730
tests/test_computer_transport.py 267 91 713
tests/test_eval.py 131 84 709
tests/test_agent.py 205 115 707
tests/test_acp_session_runtime.py 222 76 699
tests/test_hooks_registry.py 247 89 696
tests/test_tools_gh.py 134 69 675
tests/test_llm_models_resolution.py 220 179 653
tests/test_json_output.py 114 84 640
tests/test_subagent_budget.py 166 144 626
tests/test_llm_anthropic.py 132 45 620
tests/test_cli_status.py 240 130 615
tests/test_prompts.py 179 109 609
tests/test_computer_doctor_cmd.py 88 58 607
tests/test_tools_lessons.py 135 49 580
tests/test_tools_precommit.py 109 86 578
tests/test_tools_request_tool_change.py 117 43 578
tests/test_server_panels.py 61 30 552
tests/test_eval_subagent.py 119 56 547
tests/test_computer_actions.py 165 125 546
tests/test_llm_openai_subscription.py 130 58 546
tests/test_server_path_traversal.py 139 105 539
tests/test_dirs.py 127 89 531
tests/test_tools_shell_background.py 130 52 520
tests/test_server_bad_input.py 121 101 519
tests/test_lessons.py 156 153 517
tests/test_hooks_cost_awareness.py 72 61 516
tests/test_commands.py 161 73 514
tests/conftest.py 134 209 510
tests/test_context_scout.py 78 54 501
tests/test_model_attestation.py 105 30 496
tests/test_gptme_provider.py 162 71 494
tests/test_hooks_cache_awareness.py 151 44 484
tests/test_computer_demo_cmd.py 144 74 480
tests/test_snapshot_command.py 117 57 476
tests/test_server_session_models.py 161 141 475
tests/test_tools.py 187 106 470
tests/test_skill_installer.py 138 154 459
tests/test_llm_auth.py 153 55 458
tests/test_mcp_server.py 112 39 457
tests/test_logmanager.py 135 125 447
tests/test_message.py 160 123 444
tests/test_llm_models.py 141 98 441
tests/test_util_cli_providers.py 93 42 438
tests/test_knowledge.py 185 20 429
tests/test_tools_browser_thread.py 113 51 425
tests/test_lessons_commands.py 157 82 422
tests/test_external_sessions.py 116 67 421
tests/test_lessons_index.py 137 116 419
tests/context/test_task_analyzer.py 90 44 418
tests/test_codeblock.py 318 800 418
tests/test_util_cli_mcp.py 98 50 418
tests/test_lessons_parser.py 188 239 417
tests/test_server_artifacts.py 66 32 415
tests/test_subagent_worktree_isolation.py 129 70 414
tests/test_tools_mcp.py 102 20 398
tests/test_hybrid_lessons.py 100 58 395
tests/test_profiles.py 88 37 395
tests/test_computer_latency_cmd.py 93 42 393
tests/test_unified_plugins.py 102 42 376
tests/test_conversations.py 51 33 371
tests/test_github_ci_self_heal.py 71 6 371
tests/test_tools_read.py 121 52 370
tests/test_guardrail_hook.py 95 74 369
tests/test_workspace_api.py 103 19 369
tests/test_provider_plugins.py 93 33 366
tests/test_computer_record.py 119 30 364
tests/test_eval_behavioral_solutions.py 281 848 364
tests/test_replay.py 120 110 361
tests/test_context_providers.py 183 121 356
tests/test_mcp_discovery.py 107 41 356
tests/test_lessons_matcher.py 99 86 352
tests/test_computer_use_integration.py 140 143 349
tests/test_tui_e2e.py 63 82 348
tests/test_util_hooks.py 85 93 347
tests/test_complete.py 81 72 345
tests/test_tools_patch_many.py 91 101 345
tests/test_shell_background.py 99 71 342
tests/test_context.py 152 87 341
tests/test_computer_semantic_fixtures.py 92 107 340
tests/test_capabilities_export.py 45 20 338
tests/test_script_hooks.py 55 7 336
tests/test_eval_trends.py 35 22 335
tests/test_mcp_adapter.py 113 59 334
tests/test_llm_grok_subscription.py 98 20 330
tests/test_workspace_agents.py 145 57 329
tests/test_circuit_breaker.py 98 69 322
tests/test_util_tool_format.py 78 32 322
tests/test_ephemeral.py 87 56 321
tests/test_llm_validate.py 64 61 321
tests/test_util_safety.py 96 22 321
tests/test_workspace_snapshot.py 105 46 319
tests/test_agent_doctor.py 72 34 318
tests/test_tools_morph.py 89 67 311
tests/test_util_cli_batch.py 62 8 310
tests/test_chats_external_search.py 72 55 307
tests/test_eventlog.py 73 35 307
tests/test_browser.py 140 71 305
tests/test_tools_rag.py 95 37 301
tests/test_config_encoding.py 154 195 300
tests/context/test_adaptive_compressor.py 58 44 298
tests/test_eval_swebench.py 78 41 294
tests/test_plugins.py 110 85 292
tests/test_chats_stats.py 72 30 291
tests/test_execenv.py 76 54 288
tests/lessons/test_wildcard_matching.py 114 125 287
tests/test_cc_memory.py 68 65 284
tests/test_server_a2a.py 64 20 283
tests/test_hooks_server_confirm.py 78 31 282
tests/test_search_alias.py 48 54 282
tests/test_server_v2_auto_stepping.py 56 50 281
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_util_tokens.py 129 71 273
tests/test_server_v2_agents.py 57 25 272
tests/test_util_cli_attest.py 67 1 269
tests/test_computer_docker_config.py 59 92 267
tests/lessons/test_bm25_parity.py 67 70 266
tests/test_server_startup.py 39 65 261
tests/test_tools_autocommit.py 99 47 259
tests/test_terminal_startup_latency.py 77 32 257
tests/test_hooks.py 120 47 255
tests/test_tool_use.py 60 66 255
tests/test_context_selector.py 83 45 254
tests/test_eval_claude_code.py 66 27 253
tests/test_lessons_integration.py 97 66 252
tests/test_prompt_tools.py 57 30 249
tests/test_skill_commands.py 95 49 249
tests/test_tools_screenshot.py 59 52 249
tests/test_local_discovery.py 63 18 242
tests/test_agents_md_inject.py 43 37 241
tests/test_cli_from_turn.py 65 18 239
tests/test_mcp.py 68 59 239
tests/test_auto_naming.py 69 45 237
tests/test_computer_x11_integration.py 87 87 236
tests/test_cli_stats.py 62 27 234
tests/test_tools__anchored.py 46 30 230
tests/test_computer_settle.py 90 78 228
tests/test_hooks_cwd_changed.py 55 24 227
tests/test_chats_json.py 32 17 225
tests/test_git_worktree.py 57 37 224
tests/test_tools_python.py 93 60 224
tests/test_util_keyword_matching.py 75 46 218
tests/test_lessons_tool.py 62 34 216
tests/test_llm_retry_abort.py 85 62 216
tests/test_subagent_roundtrip.py 70 51 216
tests/test_hooks_knowledge_inject.py 64 6 214
tests/test_llm_openai_sampling.py 42 0 214
tests/test_cli_resume.py 64 15 212
tests/test_checkpoint.py 88 20 211
tests/test_server_fresh_bad_input.py 43 38 211
tests/test_autocompact_scoring.py 86 39 208
tests/test_server_v2_hooks.py 80 60 207
tests/test_executor.py 50 31 206
tests/test_shell_allowlist_autoconfirm.py 52 60 206
tests/test_oauth_openrouter.py 62 9 205
tests/test_util_file_storage.py 51 36 203
tests/test_tutorial.py 85 7 200
tests/test_telemetry.py 70 32 199
tests/test_cli_fatal_error_envelope.py 41 37 194
tests/test_tools_save.py 57 36 193
tests/test_chats_clean.py 46 18 191
tests/test_server_tools_query.py 54 35 191
tests/test_computer_task.py 116 31 189
tests/test_computer_screenshot_cli.py 53 12 183
tests/test_k_best.py 76 23 182
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_execute_msg_hook_call_id.py 65 49 176
tests/test_browser_lynx.py 63 15 175
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_model_selection_trace_export.py 55 13 172
tests/test_util_cli_generate.py 35 7 172
tests/test_acp_types.py 35 12 171
tests/test_tools_patch.py 91 214 171
tests/test_util_cli_models.py 23 25 170
tests/test_tree.py 61 37 168
tests/test_util_terminal.py 52 34 168
tests/test_tools_elicit.py 50 25 167
tests/test_util_cli_skills.py 63 42 165
tests/test_anti_slop.py 69 24 163
tests/test_tools_time_awareness.py 52 34 163
tests/test_util_cost.py 29 26 163
tests/test_server_default_profile.py 69 42 161
tests/test_acp_protocol_logging.py 56 15 160
tests/test_acp_client.py 64 34 159
tests/test_acp_stdout.py 76 37 158
tests/test_server_api_v2_common.py 48 48 158
tests/test_tui_visual.py 48 46 158
tests/test_uri.py 55 30 158
tests/test_backtrack.py 39 11 157
tests/test_commands_account.py 37 6 156
tests/test_server_v2_tool_confirmation.py 33 33 155
tests/test_eval_pass_rate_gate.py 48 9 154
tests/test_server_config_workspace_containment.py 42 46 153
tests/test_timings.py 66 50 153
tests/test_subagent_integration.py 48 21 152
tests/test_util_tree.py 44 33 151
tests/fixtures/provider_test_scaffold.py 76 68 148
tests/test_browser_state.py 75 31 148
tests/test_util_install.py 34 31 148
tests/test_master_context.py 39 24 147
tests/test_misc_subprocess_timeouts.py 48 30 146
tests/test_file_selector_integration.py 50 23 145
tests/test_vent.py 32 10 145
tests/test_subagent_concurrency.py 37 16 144
tests/test_server_elicitation.py 47 17 141
tests/test_dspy_integration.py 54 32 139
tests/test_tools_token_awareness.py 59 47 139
tests/test_computer_milestone_integration.py 61 59 138
tests/test_tools_vision.py 36 31 138
tests/test_util_content.py 49 25 137
tests/test_chat_config.py 53 44 135
tests/test_cli_explain.py 53 18 135
tests/test_computer_gate.py 76 40 133
tests/test_agent_workspace_timeouts.py 41 22 129
tests/test_snapshot_list.py 45 7 129
tests/test_acp_adapter.py 42 33 128
tests/test_cwe214_docker_env_leak.py 42 41 128
tests/test_active_context.py 41 22 126
tests/test_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_llm_retry_policy.py 48 18 122
tests/test_server_webui_dir.py 59 21 121
tests/test_subagent_planner_roles.py 39 30 121
tests/test_util_interrupt.py 48 38 121
tests/test_eval_format_routing.py 30 25 120
tests/test_integration_phase4.py 22 19 119
tests/test_cost_cache_cold_warning.py 33 8 118
tests/test_util_clipboard_paste.py 27 14 117
tests/test_agent_service_timeouts.py 19 18 116
tests/thread_leak.py 34 55 115
tests/test_lessons_status.py 67 96 113
tests/test_chats_rename.py 42 16 112
tests/test_server_host_validation.py 46 29 112
tests/test_computer_run_task_cli.py 40 14 109
tests/test_cost_awareness_delayed_warning.py 42 32 108
tests/test_tools_chats.py 26 19 107
tests/test_browser_session_persistence.py 62 33 103
tests/test_server_parent_death_watcher.py 25 38 103
tests/test_tools_choice.py 51 26 103
tests/test_util_output_storage.py 23 13 103
tests/test_command_completion.py 33 23 100
tests/test_hooks_mcp_namespace_hint.py 30 14 100
tests/test_generation_pre_snapshot_boundary.py 38 39 99
tests/test_thread_leak.py 29 7 98
tests/test_server_auth.py 46 25 97
tests/test_session.py 40 21 95
tests/test_server_v2_sse.py 26 27 94
tests/test_server_etag.py 22 5 91
tests/test_agent_memory.py 26 17 90
tests/test_swebench_utils.py 27 2 89
tests/test_commands_rag.py 16 2 88
tests/test_server_cors.py 33 20 88
tests/test_browser_github_routing.py 27 0 86
tests/test_util.py 42 85 85
tests/test_output_format.py 29 21 84
tests/test_eval_swebench_retrieval.py 25 4 81
tests/test_commands_llm.py 16 0 80
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_xml_format.py 33 91 77
tests/test_cli_llm_generate.py 17 10 75
tests/test_markdown_validation.py 43 34 75
tests/test_shell_issue729.py 50 52 75
tests/test_custom_providers.py 32 44 74
tests/test_subscription_pricing.py 27 14 74
tests/test_pytest_timeout_retry_interaction.py 21 25 73
tests/test_shell_issue772.py 48 47 73
tests/test_server_audio_transcription.py 20 15 69
tests/test_hooks_form_autodetect.py 22 34 68
tests/test_docs_tool_formats_coverage.py 16 15 67
tests/test_tools_form.py 22 19 67
tests/test_setup_completions.py 21 6 66
tests/test_util_context_savings.py 12 0 66
tests/test_computer_api.py 90 401 65
tests/test_eval_tool_efficiency.py 20 11 64
tests/test_llm_mock.py 22 12 60
tests/test_shell_output_mixing_issue408.py 25 29 60
tests/test_eval_practical20.py 27 8 59
tests/test_git_cmd_resolver.py 23 15 59
tests/test_server_client.py 33 26 59
tests/test_server_metrics.py 20 20 59
tests/test_shell_memory_limit.py 18 14 59
tests/test_validate_release_package.py 14 1 58
tests/test_webui_redirects.py 11 7 57
tests/test_chat_history.py 14 12 56
tests/test_computer_artifacts.py 14 3 54
tests/test_server_skills_api.py 13 1 54
tests/test_eval_practical17.py 33 3 53
tests/test_eval_practical18.py 23 4 53
tests/test_eval_practical19.py 23 6 53
tests/test_server_tts_api.py 21 0 53
tests/test_github_bot.py 12 1 51
tests/test_execute_msg_defensive.py 19 19 49
tests/test_pytest_retry_tmp_path_interaction.py 17 26 47
tests/test_dspy_gepa.py 18 9 46
tests/test_demo_capture.py 19 9 45
tests/test_util_generate_name.py 17 10 45
tests/test-integration.sh 22 36 43
tests/test_acp_e2e_smoke.py 14 18 43
tests/test_pdf_to_images.py 13 13 43
tests/test_server_cli_fallback.py 16 12 42
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
tests/test_gears.py 18 0 36
tests/test_util_export.py 20 11 36
tests/snapshots/tui_stream.svg 3 0 35
tests/test_message_command.py 13 12 35
tests/test_tools_pruner.py 9 0 35
tests/snapshots/tui_idle.svg 3 0 34
tests/snapshots/tui_inline.svg 3 0 34
tests/test_cli_confirm_hook.py 24 20 34
tests/test_credentials.py 16 0 34
tests/test_shell_for_loop_issue724.py 16 24 33
tests/test_prompt_queue.py 16 15 30
tests/test_package_exports.py 10 3 29
tests/test_eval_practical16.py 11 0 28
tests/data/git-log-oneline.txt 0 0 27
tests/test_quota_skip.py 5 3 26
tests/data/example-patch-codeblock.txt 4 0 25
tests/data/gh-issue-list.txt 0 0 25
tests/data/example-interrupted.txt 8 0 24
tests/test_tool_loading_duplicate.py 16 15 24
tests/test_credentials_integration.py 8 0 22
tests/test_constants.py 11 13 19
tests/test_server_cli_tools.py 12 4 19
tests/test_tools_shell_multiline.py 7 19 19
tests/test_browser_format.py 8 6 18
tests/test_screenshot.py 9 6 15
tests/retry_compat.py 8 22 6
----------------------------------------------------------------------------------------------------
SUM: 37075 25383 128489
----------------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'
LoC Eval#
$ make cloc-eval
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/eval/**.py --by-file --hide-rate --quiet | tail -n +2
------------------------------------------------------------------------------------------
File blank comment code
------------------------------------------------------------------------------------------
gptme/eval/main.py 108 117 924
gptme/eval/leaderboard.py 149 485 804
gptme/eval/run.py 74 96 549
gptme/eval/execenv.py 85 146 514
gptme/eval/trends.py 59 31 317
gptme/eval/types.py 35 69 110
gptme/eval/pass_rate_gate.py 23 44 75
gptme/eval/filestore.py 11 8 63
gptme/eval/cost.py 18 25 40
gptme/eval/__init__.py 2 2 4
gptme/eval/__main__.py 1 0 3
------------------------------------------------------------------------------------------
SUM: 565 1023 3403
------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'
LoC Total#
$ make cloc-total
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/plugins/registry.py gptme/plugins/__init__.py gptme/plugins/plugin.py gptme/plugins/entrypoints.py gptme/message.py gptme/tui/app.py gptme/tui/__init__.py gptme/tui/main.py gptme/codeblock.py gptme/__version__.py gptme/tools/_browser_perplexity.py gptme/tools/screenshot.py gptme/tools/_computer_gate.py gptme/tools/elicit.py gptme/tools/_browser_lynx.py gptme/tools/choice.py gptme/tools/_browser_format.py gptme/tools/computer.py gptme/tools/browser.py gptme/tools/mcp_adapter.py gptme/tools/patch_anchored.py gptme/tools/python.py gptme/tools/_url_safety.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/context_provider.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/config.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/hook.py gptme/tools/save.py gptme/tools/morph.py gptme/tools/__init__.py gptme/tools/vision.py gptme/tools/precommit.py gptme/tools/subagent/__init__.py gptme/tools/subagent/execution.py gptme/tools/subagent/hooks.py gptme/tools/subagent/types.py gptme/tools/subagent/batch.py gptme/tools/subagent/control.py gptme/tools/subagent/concurrency.py gptme/tools/subagent/api.py gptme/tools/subagent/context.py gptme/tools/form.py gptme/tools/_browser_playwright.py gptme/tools/complete.py gptme/tools/todo.py gptme/tools/vent.py gptme/tools/shell_background.py gptme/tools/gh.py gptme/tools/pruner.py gptme/tools/convert.py gptme/tools/tmux.py gptme/tools/chats.py gptme/tools/shell_validation.py gptme/tools/computer_semantic.py gptme/tools/patch_many.py gptme/tools/clarify.py gptme/tools/shell.py gptme/tools/shell_flags.py gptme/tools/computer_transport.py gptme/tools/read.py gptme/tools/autocommit.py gptme/tools/lessons.py gptme/tools/_anchored.py gptme/tools/restart.py gptme/tools/request_tool_change.py gptme/tools/rag.py gptme/tools/mcp.py gptme/tools/progress.py gptme/tools/hashline_edit.py gptme/tools/base.py gptme/tools/_hashline_snapshot.py gptme/tools/_allowlist.py gptme/tools/patch.py gptme/tools/_browser_thread.py gptme/info.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/hybrid_matcher.py gptme/lessons/__init__.py gptme/lessons/commands.py gptme/lessons/skill_commands.py gptme/lessons/matcher.py gptme/lessons/installer.py gptme/lessons/auto_include.py gptme/lessons/parser.py gptme/lessons/index.py gptme/session.py gptme/constants.py gptme/__init__.py gptme/anti_slop.py gptme/logmanager/manager.py gptme/logmanager/conversations.py gptme/logmanager/__init__.py gptme/logmanager/eventlog.py gptme/logmanager/conv_checkpoints.py gptme/executor.py gptme/hooks/agents_md_inject.py gptme/hooks/cli_confirm.py gptme/hooks/cache_awareness.py gptme/hooks/workspace_agents.py gptme/hooks/script.py gptme/hooks/registry.py gptme/hooks/__init__.py gptme/hooks/markdown_validation.py gptme/hooks/elicitation.py gptme/hooks/aw_watcher_agent.py gptme/hooks/test.py gptme/hooks/types.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_manifest.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/auto_confirm.py gptme/hooks/confirm.py gptme/hooks/manifest.py gptme/hooks/cost_awareness.py gptme/hooks/server_confirm.py gptme/hooks/injection_screening.py gptme/hooks/auto_snapshots.py gptme/hooks/token_awareness.py gptme/hooks/form_autodetect.py gptme/hooks/server_elicit.py gptme/hooks/active_context.py gptme/hooks/tool_target_instructions.py gptme/hooks/cwd_awareness.py gptme/hooks/cwd_changed.py gptme/hooks/knowledge_inject.py gptme/hooks/time_awareness.py gptme/prompts/skills.py gptme/prompts/__init__.py gptme/prompts/workspace.py gptme/prompts/architect.py gptme/prompts/context_cmd.py gptme/prompts/chat_history.py gptme/prompts/templates.py gptme/oauth/openrouter.py gptme/oauth/__init__.py gptme/prompt_queue.py gptme/attestation.py gptme/mcp/client.py gptme/mcp/registry.py gptme/mcp/__init__.py gptme/mcp/server.py gptme/knowledge.py gptme/context/__init__.py gptme/context/config.py gptme/context/compress.py gptme/context/scout.py gptme/context/selector/rule_based.py gptme/context/selector/__init__.py gptme/context/selector/config.py gptme/context/selector/file_selector.py gptme/context/selector/file_integration.py gptme/context/selector/llm_based.py gptme/context/selector/hybrid.py gptme/context/selector/file_config.py gptme/context/selector/base.py gptme/context/adaptive_compressor.py gptme/context/task_analyzer.py gptme/dirs.py gptme/config/models.py gptme/config/__init__.py gptme/config/core.py gptme/config/user.py gptme/config/chat.py gptme/config/project.py gptme/config/cli_setup.py gptme/profiles.py gptme/commands/session.py gptme/commands/__init__.py gptme/commands/export.py gptme/commands/snapshot.py gptme/commands/llm.py gptme/commands/account.py gptme/commands/backtrack.py gptme/commands/rag.py gptme/commands/checkpoint.py gptme/commands/base.py gptme/commands/meta.py gptme/util/review.py gptme/util/ask_execute.py gptme/util/interrupt.py gptme/util/git_worktree.py gptme/util/replay.py gptme/util/conversation_ids.py gptme/util/cost.py gptme/util/__init__.py gptme/util/export.py gptme/util/useredit.py gptme/util/_telemetry.py gptme/util/tool_format.py gptme/util/generate_name.py gptme/util/_sound_sounddevice.py gptme/util/gh.py gptme/util/capabilities_export.py gptme/util/sound.py gptme/util/terminal.py gptme/util/uri.py gptme/util/safety.py gptme/util/master_context.py gptme/util/prompt.py gptme/util/auto_naming.py gptme/util/file_storage.py gptme/util/cost_tracker.py gptme/util/keyword_matching.py gptme/util/tree.py gptme/util/context_dedup.py gptme/util/clipboard.py gptme/util/content.py gptme/util/reduce.py gptme/util/context_savings.py gptme/util/tokens.py gptme/util/context.py gptme/util/cost_display.py gptme/util/history.py gptme/util/stdio.py gptme/util/_sound_cmd.py gptme/util/install.py gptme/util/git_cmd.py gptme/util/output_storage.py gptme/init.py gptme/server/panels_api.py gptme/server/session_step.py gptme/server/api_v2_common.py gptme/server/client.py gptme/server/app.py gptme/server/tasks_api.py gptme/server/skills_api.py gptme/server/constants.py gptme/server/__init__.py gptme/server/session_models.py gptme/server/external_sessions.py gptme/server/computer_api.py gptme/server/metrics.py gptme/server/api_v2_sessions.py gptme/server/openapi_docs.py gptme/server/api_v2_agents.py gptme/server/api_v2.py gptme/server/a2a_api.py gptme/server/tts_api.py gptme/server/acp_session_runtime.py gptme/server/__main__.py gptme/server/tools_api.py gptme/server/auth.py gptme/server/workspace_api.py gptme/server/artifacts_api.py gptme/server/cli.py gptme/circuit_breaker.py gptme/chat.py gptme/status_provider.py gptme/llm/llm_openai_subscription.py gptme/llm/llm_openrouter_subscription.py gptme/llm/constants.py gptme/llm/__init__.py gptme/llm/provider_plugins.py gptme/llm/utils.py gptme/llm/llm_mock.py gptme/llm/llm_openai.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/llm_openai_models.py gptme/llm/llm_anthropic.py gptme/llm/llm_gptme.py gptme/llm/local_discovery.py gptme/llm/retry_abort.py gptme/llm/retry_policy.py gptme/llm/llm_grok_subscription.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/validate.py gptme/llm/openai_responses.py gptme/llm/models/__init__.py gptme/llm/models/data.py gptme/llm/models/types.py gptme/llm/models/listing.py gptme/llm/models/resolution.py gptme/workspace_snapshot.py gptme/credentials.py gptme/__main__.py gptme/checkpoint.py gptme/acp/client.py gptme/acp/__init__.py gptme/acp/types.py gptme/acp/agent.py gptme/acp/adapter.py gptme/acp/__main__.py gptme/k_best.py gptme/cli/cmd_chats.py gptme/cli/cmd_status.py gptme/cli/cmd_snapshot.py gptme/cli/cmd_init.py gptme/cli/__init__.py gptme/cli/cmd_review.py gptme/cli/cmd_skills.py gptme/cli/cmd_attest.py gptme/cli/cmd_computer.py gptme/cli/cmd_stats.py gptme/cli/doctor.py gptme/cli/setup.py gptme/cli/cmd_slop.py gptme/cli/onboard.py gptme/cli/wut.py gptme/cli/cmd_tutorial.py gptme/cli/cmd_mcp_serve.py gptme/cli/main.py gptme/cli/cmd_agents.py gptme/cli/cmd_resume.py gptme/cli/cmd_knowledge.py gptme/cli/util.py gptme/cli/cmd_batch.py gptme/cli/checkpoint.py gptme/cli/cmd_review_watch.py gptme/cli/cmd_mcp.py gptme/cli/cmd_service.py gptme/cli/auth.py gptme/cli/cmd_explain.py gptme/cli/cmd_hooks.py gptme/cli/cmd_capabilities.py gptme/cli/cmd_review_pr.py gptme/agent/__init__.py gptme/agent/workspace.py gptme/agent/service.py gptme/agent/doctor.py gptme/agent/cli.py gptme/gears.py gptme/sandbox.py gptme/eval/trends.py gptme/eval/pass_rate_gate.py gptme/eval/cost.py gptme/eval/suites/practical5.py gptme/eval/suites/computer.py gptme/eval/suites/browser.py gptme/eval/suites/practical14.py gptme/eval/suites/practical3.py gptme/eval/suites/practical2.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/__init__.py gptme/eval/suites/practical10.py gptme/eval/suites/practical23.py gptme/eval/suites/practical29.py gptme/eval/suites/practical25.py gptme/eval/suites/practical.py gptme/eval/suites/practical24.py gptme/eval/suites/practical21.py 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gptme/eval/swebench/utils.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/main.py gptme/eval/swebench/__main__.py gptme/eval/filestore.py gptme/eval/agents/swebench.py gptme/eval/agents/claude_code.py gptme/eval/agents/__init__.py gptme/eval/dspy/signatures.py gptme/eval/dspy/__init__.py gptme/eval/dspy/experiments.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/metrics.py gptme/eval/dspy/tasks.py gptme/eval/dspy/__main__.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/cli.py gptme/eval/run.py gptme/eval/main.py gptme/eval/execenv.py gptme/eval/tbench/__init__.py gptme/eval/tbench/agent.py gptme/eval/tbench/run.py gptme/eval/__main__.py gptme/eval/swe_extra/__init__.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/model_attestation.py gptme/telemetry.py tests/test_gptme_provider.py tests/test_tools_choice.py tests/test_tools_form.py tests/test_docs_tool_formats_coverage.py tests/test_timings.py tests/test_cli.py tests/test_hybrid_lessons.py tests/test_integration_phase4.py tests/test_pytest_retry_tmp_path_interaction.py tests/test_tui.py tests/test_server_config_workspace_containment.py tests/test_tools_precommit.py tests/test_eval_leaderboard.py tests/test_util_tool_format.py tests/test_agent_memory.py tests/test_lessons_tool.py tests/test_lessons_index.py tests/test_server_artifacts.py tests/test_treeofthoughts.py tests/test_pytest_timeout_retry_interaction.py tests/test_custom_providers.py tests/test_mcp.py tests/test_acp_protocol_logging.py tests/test_tasks_api.py tests/test_prompt_tools.py tests/test_message_command.py tests/test_circuit_breaker.py tests/test_util_terminal.py tests/test_workspace_agents.py tests/test_server.py tests/test_eval_computer_suite.py tests/test_cc_memory.py tests/test_tools__anchored.py tests/test_eval_practical19.py tests/test_tools_browser.py tests/test_search_alias.py tests/test_hooks_cost_awareness.py tests/test_shell_issue772.py tests/test_chats_clean.py tests/test_lessons_status.py tests/test_computer_video_frames_cli.py tests/test_tools_patch_anchored.py tests/test_tui_e2e.py tests/test_model_attestation.py tests/test_cli_confirm_hook.py tests/test_utils.py tests/test_config.py tests/test_setup_completions.py tests/test_computer_screenshot_cli.py tests/test_provider_plugins.py tests/test_execute_msg_defensive.py tests/lessons/test_bm25_parity.py tests/lessons/test_wildcard_matching.py tests/test_anti_slop.py tests/test_tool_use.py tests/test_tools_shell.py tests/test_acp_adapter.py tests/test_eval_practical20.py tests/test_tools_shell_background.py tests/test_computer_settle.py tests/test_util_gh_mocked.py tests/test_eval_behavioral_solutions.py tests/test_llm_mock.py tests/test_chat.py tests/test_llm_retry_policy.py tests/test_execenv.py tests/test_output_format.py tests/test_unified_plugins.py tests/test_server_bad_input.py tests/test_cost_display.py tests/test_llm_retry_abort.py tests/test_server_fresh_bad_input.py tests/test_util_cli_providers.py tests/test_tree.py tests/test_knowledge.py tests/test_lessons_commands.py tests/test_computer_audit.py tests/test_credentials_integration.py tests/test_prompt_templates.py tests/test_computer_record.py tests/test_server_cors.py tests/test_mcp_server.py tests/test_shell_background.py tests/test_server_tts_api.py tests/test_server_etag.py tests/test_eval_format_routing.py tests/test_computer_demo_cmd.py tests/test_context_selector.py tests/test_server_skills_api.py tests/test_pdf_to_images.py tests/test_llm_openai_sampling.py tests/test_acp_e2e_smoke.py tests/test_computer_latency_cmd.py tests/test_tools_subagent.py tests/test_auto_compact.py tests/test_dspy_hybrid.py tests/test_util_cost.py tests/test_agent_service_timeouts.py tests/test_tools_base.py tests/test_context.py tests/test_server_v2_sse.py tests/test_server_perf.py tests/test_master_context.py tests/test_config_encoding.py tests/test_cli_fatal_error_envelope.py tests/test_local_discovery.py tests/test_server_workspace.py tests/test_vent.py tests/test_tools_tmux.py tests/test_tools_read.py tests/test_tools_computer.py tests/test_util_context_dedup.py tests/test_browser_state.py tests/test_info.py tests/test_acp_types.py tests/test_doctor.py tests/test_guardrail_hook.py tests/test_swebench_utils.py tests/test_chats_external_search.py tests/test_oauth_openrouter.py tests/test_ephemeral.py tests/test_conversations.py tests/test_eval_timeouts.py tests/test_computer_actions.py tests/test_shell_allowlist_autoconfirm.py tests/test_subagent_concurrency.py tests/test_util_cli_mcp.py tests/test_subscription_pricing.py tests/test_util_tokens.py tests/test_acp_stdout.py tests/test_util_clipboard_paste.py tests/test_eval_tool_efficiency.py tests/test_tools_time_awareness.py tests/test_git_worktree.py tests/test_file_selector_integration.py tests/test_tools_lessons.py tests/test_constants.py tests/test_tools_token_awareness.py tests/test_server_cli_fallback.py tests/test_llm_grok_subscription.py tests/test_screenshot.py tests/test_llm_utils.py tests/test_auto_naming.py tests/test_k_best.py tests/test_chats_stats.py tests/test_chat_history.py tests/test_server_api_v2_common.py tests/test_cli_from_turn.py tests/test_json_output.py tests/test_tools_screenshot.py tests/test_acp_client.py tests/test_computer_doctor_cmd.py tests/test_server_v2.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_server_v2_agents.py tests/test_shell_issue729.py tests/test_tools_morph.py tests/test_workspace_api.py tests/test_eval.py tests/test_server_v2_sessions.py tests/test_tools_patch.py tests/test_context_providers.py tests/test_eval_practical17.py tests/test_util_safety.py tests/test_codeblock.py tests/test_util_cli.py tests/test_server_host_validation.py tests/test_util.py tests/test_hooks_form_autodetect.py tests/fixtures/provider_test_scaffold.py tests/test_commands.py tests/test_lessons_parser.py tests/test_llm_models_resolution.py tests/test_util_cli_batch.py tests/test_tools_shell_validation.py tests/test_prompt_queue.py tests/test_active_context.py tests/test_util_hooks.py tests/test_cost_awareness_delayed_warning.py tests/test_llm_openai_subscription.py tests/test_agent_doctor.py tests/test_util_cli_generate.py tests/test_tools_convert.py tests/test_util_interrupt.py tests/test_model_selection_trace_export.py tests/test_server_webui_dir.py tests/test_execute_msg_hook_call_id.py tests/test_util_keyword_matching.py tests/test_onboard.py tests/test_util_review.py tests/test_skill_installer.py tests/test_util_file_storage.py tests/test_subagent_roundtrip.py tests/test_server_startup.py tests/test_tools_complete.py tests/test_util_tree.py tests/test_prompt_skills_summary.py tests/test_hooks.py tests/test_dspy_integration.py tests/test_message.py tests/test_computer_semantic_fixtures.py tests/test_eval_claude_code.py tests/test_server_audio_transcription.py tests/test_subagent_planner_roles.py tests/test_github_bot.py tests/test_package_exports.py tests/test_cost_cache_cold_warning.py tests/test_mcp_adapter.py tests/test_eval_swebench_retrieval.py tests/test_sandbox.py tests/test_cost_tracker.py tests/test_hooks_cwd_changed.py tests/test_executor.py tests/test_server_session_models.py tests/test_shell_fd_leak.py tests/test_browser_lynx.py tests/test_server_metrics.py tests/test_chats_rename.py tests/test_prompts.py tests/test_misc_subprocess_timeouts.py tests/test_server_v2_tool_confirmation.py tests/test_tools_chats.py tests/test_commands_rag.py tests/test_llm_validate.py tests/test_subagent_integration.py tests/test_thread_leak.py tests/test_tools_gh.py tests/test_tool_loading_duplicate.py tests/test_markdown_validation.py tests/test_util_gh.py tests/test_skill_commands.py tests/test_session.py tests/test_init.py tests/test_tools_hashline_edit.py tests/test_hooks_mcp_namespace_hint.py tests/test_eval_pass_rate_gate.py tests/test_tools_save.py tests/test_agent_workspace_timeouts.py tests/test_llm_models.py tests/test_server_default_profile.py tests/test_cli_explain.py tests/test_llm_anthropic.py tests/test_llm_auth.py tests/test_demo_capture.py tests/test_tools_patch_many.py tests/test_tools.py tests/test_gears.py tests/test_tools_python.py tests/test_hooks_cache_awareness.py tests/test_computer_risk_streaming.py tests/test_computer_gate.py tests/test_util_cli_attest.py tests/test_server_v2_auto_stepping.py tests/test_server_a2a.py tests/test_dirs.py tests/test_shell_memory_limit.py tests/test_util_cli_review_watch.py tests/test_agent.py tests/test_browser_github_routing.py tests/test_server_parent_death_watcher.py tests/thread_leak.py tests/test_capabilities_export.py tests/test_tools_shell_multiline.py tests/test_complete.py tests/test_reduce.py tests/test_validate_release_package.py tests/test_uri.py tests/test_git_cmd_resolver.py tests/test_workspace_snapshot.py tests/test_tools_pruner.py tests/test_quota_skip.py tests/test_eval_swebench.py tests/test_util_generate_name.py tests/conftest.py tests/test_tools_request_tool_change.py tests/test_hooks_knowledge_inject.py tests/test_webui_redirects.py tests/test_chat_config.py tests/test_server_auth.py tests/test_checkpoint.py tests/test_xml_format.py tests/test_tools_restart.py tests/test_server_v2_hooks.py tests/test_util_cli_models.py tests/test_lessons_matcher.py tests/test_subagent_budget.py tests/test_tools_rag.py tests/test_agents_md_inject.py tests/test_computer_task.py tests/test_llm_openai.py tests/test_computer_artifacts.py tests/test_browser_session_persistence.py tests/test_eval_trends.py tests/test_lessons_auto_include.py tests/test_commands_llm.py tests/test_lessons.py tests/test_cli_status.py tests/test_tools_mcp.py tests/test_dspy_gepa.py tests/test_server_cli_tools.py tests/test_computer_run_task_cli.py tests/test_browser.py tests/test_hooks_registry.py tests/test_external_sessions.py tests/test_eval_behavioral.py tests/test_replay.py tests/test_tools_vision.py tests/test_util_output_storage.py tests/test_computer_x11_integration.py tests/test_autocompact_scoring.py tests/test_server_panels.py tests/test_tutorial.py tests/test_chats_json.py tests/test_cli_resume.py tests/test_context_scout.py tests/test_github_ci_self_heal.py tests/test_tools_browser_thread.py tests/test_util_context_savings.py tests/test_lessons_integration.py tests/test_util_content.py tests/test_prompt.py tests/test_cwe214_docker_env_leak.py tests/test_terminal_startup_latency.py tests/test_eval_practical16.py tests/test_tui_visual.py tests/test_telemetry.py tests/test_generation_pre_snapshot_boundary.py tests/test_tools_todo.py tests/test_chats_export.py tests/test_plugins.py tests/test_computer_docker_config.py tests/test_mcp_discovery.py tests/test_eval_practical18.py tests/retry_compat.py tests/test_credentials.py tests/test_subagent_worktree_isolation.py tests/test_util_export.py tests/test_server_client.py tests/test_backtrack.py tests/test_server_tools_query.py tests/test_server_elicitation.py tests/test_cli_llm_generate.py tests/test_util_install.py tests/test_tools_autocommit.py tests/test_dspy_basic.py tests/test_acp_agent.py tests/test_script_hooks.py tests/test_computer_use_integration.py tests/test_eval_subagent.py tests/test_snapshot_list.py tests/test_hooks_server_confirm.py tests/test_profiles.py tests/test_logmanager.py tests/test_shell_output_mixing_issue408.py tests/test_cmd_service.py tests/test_tools_elicit.py tests/test_shell_for_loop_issue724.py tests/test_computer_milestone_integration.py tests/test_acp_session_runtime.py tests/test_snapshot_command.py tests/test_server_path_traversal.py tests/test_util_cli_skills.py tests/test_computer_transport.py tests/test_subagent_unit.py tests/test_eventlog.py tests/test_command_completion.py tests/test_computer_api.py tests/test_cli_stats.py tests/test_commands_account.py tests/test_browser_format.py scripts/eval_leaderboard.py scripts/analyze_compression.py scripts/treeofthoughts.py scripts/check_rst_formatting.py scripts/eval_trends.py scripts/validate_release_package.py scripts/train/collect.py scripts/verify_cloudflare_pages_deep_links.py scripts/github_bot.py scripts/auto_rename_logs.py scripts/demo_capture.py scripts/check_model_freshness.py scripts/github_ci_self_heal.py --by-file --hide-rate --quiet | tail -n +2
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scripts/verify_cloudflare_pages_deep_links.py 17 1 87
gptme/hooks/time_awareness.py 32 29 86
gptme/tools/autocompact/decision.py 34 48 86
tests/test_browser_github_routing.py 27 0 86
gptme/eval/suites/behavioral/implement_memoization.py 50 112 85
gptme/tools/autocompact/handlers.py 27 14 85
tests/test_util.py 42 85 85
gptme/tools/_browser_lynx.py 11 8 84
tests/test_output_format.py 29 21 84
gptme/eval/suites/behavioral/validate_user_input.py 33 55 83
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 81
tests/test_eval_swebench_retrieval.py 25 4 81
tests/test_commands_llm.py 16 0 80
tests/test_prompt_skills_summary.py 44 44 80
gptme/cli/cmd_agents.py 19 14 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
tests/test_xml_format.py 33 91 77
gptme/context/compress.py 63 131 76
gptme/gears.py 16 4 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
gptme/tools/subagent/control.py 19 3 74
tests/test_custom_providers.py 32 44 74
tests/test_subscription_pricing.py 27 14 74
gptme/config/__init__.py 6 15 73
gptme/tools/progress.py 23 53 73
gptme/tools/vision.py 28 21 73
tests/test_pytest_timeout_retry_interaction.py 21 25 73
tests/test_shell_issue772.py 48 47 73
gptme/util/output_storage.py 29 37 71
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/llm/retry_abort.py 24 66 70
gptme/session.py 39 64 70
gptme/config/project.py 23 28 69
gptme/context/selector/llm_based.py 32 38 69
gptme/plugins/entrypoints.py 24 35 69
gptme/util/generate_name.py 5 6 69
tests/test_server_audio_transcription.py 20 15 69
tests/test_hooks_form_autodetect.py 22 34 68
tests/test_docs_tool_formats_coverage.py 16 15 67
tests/test_tools_form.py 22 19 67
gptme/eval/swe_extra/swe_bench_constants.py 9 9 66
gptme/util/master_context.py 28 38 66
tests/test_setup_completions.py 21 6 66
tests/test_util_context_savings.py 12 0 66
gptme/cli/cmd_capabilities.py 8 6 65
gptme/eval/suites/behavioral/fix_mutable_default.py 31 57 65
gptme/eval/tbench/agent.py 20 24 65
gptme/logmanager/conv_checkpoints.py 21 19 65
tests/test_computer_api.py 90 401 65
tests/test_eval_tool_efficiency.py 20 11 64
gptme/eval/filestore.py 11 8 63
gptme/lessons/skills/python-repl/python_helpers.py 28 26 63
gptme/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_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_git_cmd_resolver.py 23 15 59
tests/test_server_client.py 33 26 59
tests/test_server_metrics.py 20 20 59
tests/test_shell_memory_limit.py 18 14 59
gptme/eval/suites/behavioral/fix_data_mutation.py 26 44 58
gptme/eval/suites/behavioral/fix_security_path_traversal.py 23 31 58
gptme/prompts/skills.py 16 10 58
tests/test_validate_release_package.py 14 1 58
gptme/tools/clarify.py 17 26 57
tests/test_webui_redirects.py 11 7 57
gptme/eval/dspy/signatures.py 19 21 56
gptme/eval/suites/behavioral/extract_function_refactor.py 30 52 56
tests/test_chat_history.py 14 12 56
gptme/context/selector/file_integration.py 13 10 55
gptme/eval/suites/behavioral/write_test_suite.py 24 33 55
gptme/util/cost.py 20 21 55
gptme/util/history.py 17 7 55
gptme/hooks/cwd_changed.py 18 11 54
gptme/hooks/mcp_namespace_hint.py 21 24 54
tests/test_computer_artifacts.py 14 3 54
tests/test_server_skills_api.py 13 1 54
gptme/credentials.py 16 7 53
gptme/util/context_dedup.py 41 93 53
gptme/util/terminal.py 28 23 53
tests/test_eval_practical17.py 33 3 53
tests/test_eval_practical18.py 23 4 53
tests/test_eval_practical19.py 23 6 53
tests/test_server_tts_api.py 21 0 53
gptme/hooks/markdown_validation.py 36 41 51
tests/test_github_bot.py 12 1 51
gptme/eval/suites/behavioral/remove_dead_code.py 40 63 50
gptme/cli/cmd_snapshot.py 12 6 49
gptme/eval/suites/behavioral/multi_file_rename.py 27 42 49
gptme/eval/suites/behavioral/use_existing_helper.py 32 45 49
gptme/eval/swebench/info.py 8 3 49
gptme/tools/subagent/concurrency.py 12 10 49
tests/test_execute_msg_defensive.py 19 19 49
gptme/llm/provider_plugins.py 39 35 48
gptme/tools/_allowlist.py 18 15 48
gptme/eval/suites/behavioral/git_selective_commit.py 21 59 47
gptme/status_provider.py 24 60 47
tests/test_pytest_retry_tmp_path_interaction.py 17 26 47
tests/test_dspy_gepa.py 18 9 46
gptme/eval/suites/behavioral/debug_data_pipeline.py 30 61 45
tests/test_demo_capture.py 19 9 45
tests/test_util_generate_name.py 17 10 45
gptme/logmanager/__init__.py 3 9 44
gptme/tools/autocompact/__init__.py 3 12 44
tests/test_acp_e2e_smoke.py 14 18 43
tests/test_pdf_to_images.py 13 13 43
gptme/eval/suites/behavioral/stage_new_files.py 12 18 42
tests/test_server_cli_fallback.py 16 12 42
gptme/cli/cmd_mcp_serve.py 14 17 41
gptme/context/selector/file_config.py 10 8 41
gptme/hooks/test.py 14 6 41
gptme/llm/llm_mock.py 16 22 41
gptme/eval/cost.py 18 25 40
gptme/util/file_storage.py 30 47 40
scripts/validate_release_package.py 12 4 40
gptme/context/selector/hybrid.py 14 16 39
gptme/util/keyword_matching.py 35 66 39
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
gptme/__init__.py 8 3 36
gptme/cli/wut.py 13 12 36
gptme/commands/rag.py 17 8 36
tests/test_gears.py 18 0 36
tests/test_util_export.py 20 11 36
gptme/eval/suites/behavioral/iterative_debug.py 28 39 35
tests/test_message_command.py 13 12 35
tests/test_tools_pruner.py 9 0 35
gptme/tools/subagent/context.py 22 81 34
tests/test_cli_confirm_hook.py 24 20 34
tests/test_credentials.py 16 0 34
gptme/context/__init__.py 8 8 33
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_prompt_queue.py 16 15 30
gptme/constants.py 21 29 29
tests/test_package_exports.py 10 3 29
gptme/eval/swebench/__init__.py 1 0 28
gptme/hooks/cwd_awareness.py 11 17 28
gptme/llm/retry_policy.py 13 22 28
tests/test_eval_practical16.py 11 0 28
gptme/util/useredit.py 11 13 26
tests/test_quota_skip.py 5 3 26
gptme/acp/adapter.py 19 22 25
gptme/executor.py 18 26 24
gptme/hooks/auto_confirm.py 11 9 24
gptme/tools/autocompact/config.py 11 16 24
tests/test_tool_loading_duplicate.py 16 15 24
gptme/cli/cmd_review.py 23 34 23
gptme/context/selector/base.py 14 23 23
gptme/mcp/__init__.py 4 3 23
gptme/tools/_hashline_snapshot.py 16 15 23
gptme/util/interrupt.py 13 15 23
gptme/tools/_url_safety.py 9 10 22
gptme/util/conversation_ids.py 7 4 22
tests/test_credentials_integration.py 8 0 22
gptme/acp/__init__.py 5 13 21
gptme/context/config.py 13 30 21
gptme/context/selector/config.py 8 8 21
gptme/lessons/__init__.py 7 15 21
gptme/agent/__init__.py 3 6 19
tests/test_constants.py 11 13 19
tests/test_server_cli_tools.py 12 4 19
tests/test_tools_shell_multiline.py 7 19 19
tests/test_browser_format.py 8 6 18
gptme/eval/suites/browser.py 5 0 17
gptme/plugins/plugin.py 25 39 17
gptme/util/git_cmd.py 7 14 17
gptme/cli/__init__.py 10 13 15
tests/test_screenshot.py 9 6 15
gptme/__main__.py 2 0 12
gptme/util/stdio.py 8 9 12
gptme/prompts/architect.py 26 52 11
gptme/server/__init__.py 5 8 9
gptme/server/constants.py 7 11 9
gptme/eval/tbench/__init__.py 13 22 8
gptme/eval/dspy/__init__.py 6 6 7
tests/retry_compat.py 8 22 6
gptme/llm/constants.py 2 6 5
scripts/eval_trends.py 2 1 5
gptme/eval/__init__.py 2 2 4
scripts/eval_leaderboard.py 2 1 4
gptme/eval/__main__.py 1 0 3
gptme/eval/dspy/__main__.py 3 5 3
gptme/eval/swebench/__main__.py 1 0 3
gptme/server/__main__.py 1 0 3
gptme/tools/_browser_format.py 3 5 3
gptme/oauth/__init__.py 1 4 0
gptme/tui/__init__.py 4 12 0
-------------------------------------------------------------------------------------------------------------------------------
SUM: 65214 62316 240581
-------------------------------------------------------------------------------------------------------------------------------
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: 848
Total blocks: 18103
Average complexity: 3.696293432027841
Most Complex Functions (D+):
gptme/plugins/__init__.py
F 202:0 _load_plugin - D
gptme/tui/app.py
M 655:4 ChatInput._on_key - D
gptme/codeblock.py
gptme/tools/computer.py
F 1381:0 _dispatch_transport - D
gptme/tools/python.py
F 236:0 execute_python - D
gptme/tools/autocompact/engine.py
gptme/tools/__init__.py
F 274:0 get_toolchain - D
F 168:0 init_tools - D
gptme/tools/subagent/execution.py
gptme/tools/subagent/batch.py
gptme/tools/subagent/api.py
gptme/tools/complete.py
F 190:0 complete_hook - E
F 679:0 stuck_detect_hook - D
gptme/tools/shell_background.py
M 62:4 BackgroundJob._read_output - D
gptme/tools/gh.py
F 549:0 execute_gh - E
F 99:0 _wait_for_checks - D
gptme/tools/tmux.py
F 423:0 execute_tmux - D
gptme/tools/chats.py
gptme/tools/shell_validation.py
F 334:0 _has_sensitive_args - D
gptme/tools/shell.py
M 870:4 ShellSession._read_output_unix - E
F 1766:0 execute_shell - D
M 705:4 ShellSession._read_output_windows - D
M 568:4 ShellSession._run_pipe - D
gptme/tools/shell_flags.py
F 414:0 _split_lines - D
F 560:0 _check_segment - D
gptme/tools/read.py
F 160:0 _read_one - E
gptme/tools/lessons.py
F 244:0 auto_include_lessons_hook - D
gptme/tools/mcp.py
gptme/tools/hashline_edit.py
F 790:0 execute_hashline_edit - D
gptme/info.py
F 424:0 format_version_info - D
gptme/lessons/hybrid_matcher.py
M 394:4 HybridLessonMatcher._match_with_bm25 - D
gptme/lessons/installer.py
F 240:0 install_skill - E
F 507:0 check_dependencies - D
gptme/lessons/auto_include.py
F 264:0 _classify_lesson - D
gptme/lessons/parser.py
F 273:0 parse_lesson - D
gptme/lessons/index.py
M 97:4 LessonIndex._default_dirs - E
M 432:4 LessonIndex._load_manifest_skill_stubs - D
gptme/hooks/cli_confirm.py
F 162:0 _looks_like_diff - D
gptme/hooks/workspace_agents.py
F 1357:0 scan_agents - D
gptme/hooks/registry.py
M 178:4 HookRegistry.trigger - D
gptme/hooks/token_awareness.py
F 93:0 add_token_usage_warning - D
gptme/hooks/tool_target_instructions.py
F 67:0 _extract_paths - D
gptme/prompts/__init__.py
F 261:0 _build_prompt_sections - D
gptme/prompts/workspace.py
gptme/prompts/chat_history.py
F 20:0 prompt_chat_history - E
gptme/prompts/templates.py
F 91:0 prompt_gptme - E
gptme/context/selector/rule_based.py
M 27:4 RuleBasedSelector.select - D
gptme/context/selector/file_selector.py
gptme/config/models.py
M 365:4 ProjectConfig.from_dict - D
gptme/config/core.py
M 74:4 Config.mcp - D
gptme/config/user.py
F 351:0 load_user_config - E
F 674:0 _merge_config_data - D
gptme/config/chat.py
M 115:4 ChatConfig.from_dict - D
M 255:4 ChatConfig.save - D
gptme/config/cli_setup.py
gptme/commands/snapshot.py
F 42:0 _print_prunable - D
gptme/commands/llm.py
F 180:0 cmd_tools - D
F 271:0 cmd_context - D
gptme/commands/backtrack.py
F 65:0 cmd_backtrack - D
gptme/commands/checkpoint.py
F 43:0 cmd_checkpoint - D
gptme/commands/meta.py
F 142:0 cmd_plugin - E
gptme/util/ask_execute.py
F 69:0 execute_with_confirmation - D
gptme/util/_telemetry.py
F 314:0 init_telemetry - D
gptme/util/tool_format.py
F 104:0 format_tools_list - D
gptme/util/gh.py
F 1103:0 get_github_run_logs - D
F 1295:0 search_github_issues - D
F 1401:0 search_github_prs - D
F 1503:0 merge_github_pr - D
gptme/util/capabilities_export.py
gptme/util/prompt.py
M 296:4 GptmeCompleter.get_completions - D
gptme/util/reduce.py
F 291:0 proactive_summarize_log - E
F 466:0 _drop_orphaned_tool_pairs - D
F 537:0 limit_log - D
gptme/util/context.py
F 495:0 include_paths - E
F 857:0 _resource_to_codeblock - E
gptme/util/cost_display.py
F 392:0 display_costs - D
F 227:0 gather_conversation_costs - D
gptme/init.py
F 117:0 init_model - D
gptme/server/session_step.py
gptme/server/tasks_api.py
F 396:0 get_git_status - D
F 856:0 api_tasks_update - D
gptme/server/api_v2_sessions.py
F 577:0 api_conversation_tool_confirm - E
F 1036:0 api_conversation_transcript - D
F 808:0 api_conversation_rerun - D
gptme/server/openapi_docs.py
F 942:0 _convert_to_openapi_nullable - D
gptme/server/api_v2_agents.py
F 55:0 api_agents_put - D
gptme/server/api_v2.py
F 1640:0 api_conversation_put - E
F 2085:0 api_conversation_edit_message - E
F 1843:0 api_conversation_post - E
F 2818:0 api_conversation_config_patch - E
F 1508:0 api_conversation - D
gptme/server/a2a_api.py
F 490:0 _task_from_conversation - D
gptme/chat.py
F 202:0 _run_chat_loop - E
F 409:0 _process_message_conversation - E
F 56:0 chat - D
gptme/llm/__init__.py
gptme/llm/llm_openai.py
F 480:0 init - E
F 1002:0 chat - E
F 1334:0 stream - D
F 719:0 _handle_openai_transient_error - D
F 1166:0 extra_body - D
gptme/llm/llm_anthropic.py
F 1313:0 _prepare_messages_for_api - D
F 698:0 chat - D
gptme/llm/openai_responses.py
F 313:0 _stream_responses_events - D
gptme/llm/models/listing.py
F 288:0 list_models - D
gptme/llm/models/resolution.py
gptme/workspace_snapshot.py
F 417:0 prune_by_age - D
gptme/acp/agent.py
M 559:4 GptmeAgent.new_session - D
M 994:4 GptmeAgent.prompt - D
gptme/cli/cmd_skills.py
F 17:0 skills_list - D
gptme/cli/cmd_computer.py
F 1409:0 doctor_cmd - E
F 1170:0 latency_cmd - D
F 1751:0 demo_cmd - D
gptme/cli/doctor.py
F 642:0 _check_computer - D
gptme/cli/main.py
M 101:4 _DynamicHelpCommand.parse_args - D
gptme/cli/cmd_agents.py
F 25:0 run_scan - D
gptme/cli/util.py
F 810:0 llm_generate - D
F 1323:0 models_test - D
gptme/cli/cmd_review_watch.py
gptme/cli/cmd_service.py
F 566:0 init - D
gptme/cli/cmd_hooks.py
F 265:0 run - D
gptme/cli/cmd_review_pr.py
F 1028:0 review_pr - D
gptme/agent/doctor.py
F 339:0 check_lessons - E
gptme/eval/trends.py
F 157:0 compute_diff - D
gptme/eval/suites/practical16.py
F 68:0 check_queue_all_producers_mentioned - D
gptme/eval/leaderboard.py
F 915:0 compute_rate_trends - D
F 679:0 aggregate_per_test - D
gptme/eval/dspy/hybrid_optimizer.py
C 239:0 TaskComplexity - D
M 283:4 TaskComplexity.analyze - D
gptme/eval/run.py
F 310:0 execute - D
gptme/eval/main.py
gptme/telemetry.py
F 350:0 record_llm_request - E
tests/test_server.py
F 309:0 test_api_conversation_list_detail_flag - D
tests/test_config.py
F 729:0 test_project_config_loaded_from_toml - D
F 766:0 test_project_config_loaded_from_json - D
tests/test_eval_behavioral_solutions.py
F 55:0 _apply_solution - E
tests/test_util_cli.py
F 19:0 test_tokens_count - D
F 406:0 test_tools_list - D
F 558:0 test_models_list - D
tests/test_server_v2_tool_confirmation.py
F 15:0 test_tool_confirmation_flow - D
tests/test_server_v2_auto_stepping.py
F 16:0 test_auto_stepping - E
F 259:0 test_multi_tool_per_message - D
scripts/treeofthoughts.py
F 183:0 tree_search - D
scripts/check_rst_formatting.py
F 26:0 check_file - E
scripts/github_bot.py
F 554:0 main - D
scripts/auto_rename_logs.py
F 32:0 auto_rename_logs - D
scripts/demo_capture.py
F 485:0 main - D
Largest Files (>300 SLOC):
4671 tests/test_subagent_unit.py
3550 tests/test_server_v2.py
2824 gptme/server/api_v2.py
2766 tests/test_tools_subagent.py
2494 tests/test_llm_openai.py
2252 tests/test_eval_behavioral.py
2015 tests/test_util_review.py
1939 gptme/tools/computer.py
1727 gptme/cli/cmd_computer.py
1695 tests/test_server_v2_sessions.py
1695 gptme/tools/shell.py
1569 tests/test_init.py
1568 tests/test_config.py
1539 gptme/llm/llm_openai.py
1485 gptme/cli/main.py
1479 tests/test_tools_shell.py
1477 tests/test_cli.py
1359 gptme/tui/app.py
1299 tests/test_tools_computer.py
1285 tests/test_util_cli_review_watch.py
1256 gptme/hooks/workspace_agents.py
1230 gptme/util/gh.py
1206 tests/test_acp_agent.py
1174 gptme/eval/leaderboard.py
1172 tests/test_util_gh.py
1151 gptme/cli/util.py
1130 tests/test_server.py
1127 tests/test_eval_behavioral_solutions.py
1073 gptme/acp/agent.py
1055 tests/test_doctor.py
1021 tests/test_tools_complete.py
1014 tests/test_tools_base.py
1005 gptme/cli/doctor.py
995 tests/test_tools_hashline_edit.py
991 gptme/tools/subagent/api.py
990 gptme/server/session_step.py
980 tests/test_tools_browser.py
957 tests/test_lessons_auto_include.py
956 gptme/hooks/tests/test_workspace_agents.py
947 gptme/eval/dspy/tasks.py
943 tests/test_tools_shell_validation.py
937 tests/test_info.py
935 gptme/llm/llm_anthropic.py
934 tests/test_util_cli.py
931 tests/test_auto_compact.py
926 gptme/eval/main.py
919 tests/test_tui.py
910 tests/test_cmd_service.py
900 gptme/server/api_v2_sessions.py
896 tests/test_codeblock.py
889 tests/test_eval_leaderboard.py
886 tests/test_llm_utils.py
881 tests/test_computer_audit.py
881 gptme/tools/base.py
864 tests/test_tools_convert.py
835 gptme/cli/cmd_review_pr.py
831 tests/test_tasks_api.py
821 tests/test_util_gh_mocked.py
820 gptme/eval/suites/computer.py
819 tests/test_eval_computer_suite.py
815 tests/test_prompt_templates.py
808 gptme/llm/__init__.py
801 tests/test_sandbox.py
794 tests/test_reduce.py
794 gptme/tools/convert.py
784 gptme/server/openapi_docs.py
781 tests/test_cost_display.py
777 tests/test_chat.py
766 gptme/tools/subagent/execution.py
758 gptme/tools/browser.py
743 tests/test_server_workspace.py
728 tests/test_eval.py
725 gptme/tools/chats.py
720 gptme/cli/cmd_review_watch.py
715 gptme/eval/suites/basic.py
713 tests/test_computer_transport.py
713 gptme/tools/subagent/batch.py
712 gptme/logmanager/manager.py
709 gptme/cli/setup.py
707 tests/test_agent.py
699 tests/test_acp_session_runtime.py
696 tests/test_hooks_registry.py
686 gptme/tools/hashline_edit.py
680 gptme/tools/_browser_playwright.py
680 gptme/server/tasks_api.py
675 tests/test_tools_gh.py
654 gptme/llm/models/data.py
653 tests/test_llm_models_resolution.py
650 gptme/tools/mcp_adapter.py
641 gptme/util/context.py
640 tests/test_json_output.py
637 gptme/cli/cmd_service.py
626 tests/test_subagent_budget.py
626 tests/test_prompts.py
621 tests/test_llm_anthropic.py
612 tests/test_lessons.py
609 scripts/github_bot.py
607 tests/test_computer_doctor_cmd.py
593 gptme/tools/gh.py
583 gptme/tools/complete.py
580 tests/test_tools_lessons.py
578 tests/test_tools_request_tool_change.py
578 tests/test_tools_precommit.py
576 tests/test_lessons_parser.py
573 tests/test_skill_installer.py
570 gptme/prompts/__init__.py
567 scripts/github_ci_self_heal.py
567 gptme/tools/computer_transport.py
554 tests/test_eval_subagent.py
552 tests/test_server_panels.py
550 gptme/eval/run.py
549 tests/test_llm_openai_subscription.py
548 gptme/server/a2a_api.py
546 tests/test_computer_actions.py
541 gptme/server/artifacts_api.py
539 tests/test_server_path_traversal.py
534 gptme/tools/subagent/__init__.py
531 tests/test_dirs.py
530 gptme/llm/llm_openai_subscription.py
526 gptme/eval/execenv.py
523 gptme/chat.py
522 tests/conftest.py
520 tests/test_tools_shell_background.py
519 tests/test_server_bad_input.py
516 tests/test_hooks_cost_awareness.py
515 gptme/util/capabilities_export.py
514 tests/test_commands.py
514 gptme/lessons/installer.py
506 tests/test_tools.py
502 gptme/hooks/registry.py
501 tests/test_context_scout.py
496 tests/test_model_attestation.py
496 tests/test_gptme_provider.py
487 gptme/cli/cmd_chats.py
486 gptme/server/workspace_api.py
485 gptme/config/user.py
484 tests/test_hooks_cache_awareness.py
483 gptme/tools/tmux.py
480 tests/test_computer_demo_cmd.py
477 tests/test_snapshot_command.py
475 tests/test_server_session_models.py
463 gptme/hooks/tests/test_cost_awareness.py
458 tests/test_llm_auth.py
457 tests/test_mcp_server.py
455 tests/test_message.py
451 scripts/demo_capture.py
447 tests/test_logmanager.py
445 scripts/analyze_compression.py
442 gptme/tools/shell_flags.py
441 tests/test_llm_models.py
438 tests/test_util_cli_providers.py
437 tests/test_lessons_index.py
436 tests/test_computer_api.py
436 gptme/tools/shell_validation.py
433 gptme/message.py
432 gptme/util/prompt.py
429 tests/test_knowledge.py
425 tests/test_tools_browser_thread.py
423 tests/test_external_sessions.py
422 tests/test_lessons_commands.py
421 gptme/eval/dspy/prompt_optimizer.py
420 tests/test_tools_patch_many.py
419 gptme/agent/service.py
418 tests/test_util_cli_mcp.py
418 tests/context/test_task_analyzer.py
418 gptme/lessons/auto_include.py
415 tests/test_server_artifacts.py
414 tests/test_subagent_worktree_isolation.py
406 gptme/util/cost_display.py
405 gptme/cli/auth.py
403 gptme/util/reduce.py
402 gptme/tools/python.py
402 gptme/tools/__init__.py
399 gptme/eval/suites/subagent.py
398 tests/test_tools_mcp.py
396 gptme/util/_telemetry.py
396 gptme/telemetry.py
396 gptme/agent/workspace.py
395 tests/test_profiles.py
395 tests/test_hybrid_lessons.py
395 gptme/agent/cli.py
393 tests/test_computer_latency_cmd.py
392 gptme/prompts/templates.py
392 gptme/lessons/index.py
388 gptme/workspace_snapshot.py
388 gptme/agent/doctor.py
387 gptme/hooks/tests/test_manifest.py
383 tests/test_util_hooks.py
383 tests/test_computer_use_integration.py
378 gptme/cli/cmd_init.py
376 tests/test_unified_plugins.py
376 gptme/logmanager/conversations.py
376 gptme/cli/cmd_hooks.py
372 tests/test_lessons_matcher.py
372 gptme/server/external_sessions.py
371 tests/test_github_ci_self_heal.py
371 tests/test_conversations.py
370 tests/test_tools_read.py
369 tests/test_workspace_api.py
369 tests/test_guardrail_hook.py
368 gptme/llm/llm_openai_models.py
367 gptme/llm/openai_responses.py
366 tests/test_provider_plugins.py
365 gptme/tools/shell_background.py
364 tests/test_computer_record.py
364 gptme/lessons/hybrid_matcher.py
364 gptme/eval/dspy/cli.py
364 gptme/cli/cmd_status.py
363 tests/test_replay.py
361 gptme/sandbox.py
361 gptme/info.py
359 gptme/llm/llm_grok_subscription.py
356 tests/test_mcp_discovery.py
356 tests/test_context_providers.py
355 gptme/eval/dspy/experiments.py
352 gptme/tools/mcp.py
351 gptme/llm/local_discovery.py
350 gptme/eval/dspy/metrics.py
348 tests/test_tui_e2e.py
347 tests/test_complete.py
346 tests/test_tools_patch.py
346 tests/lessons/test_wildcard_matching.py
343 gptme/hooks/tests/test_elicitation.py
342 tests/test_shell_background.py
342 tests/test_script_hooks.py
341 tests/test_context.py
340 tests/test_computer_semantic_fixtures.py
340 gptme/init.py
338 tests/test_capabilities_export.py
337 gptme/config/models.py
336 tests/test_eval_trends.py
334 tests/test_mcp_adapter.py
330 tests/test_llm_grok_subscription.py
330 gptme/util/safety.py
330 gptme/prompts/workspace.py
329 tests/test_workspace_agents.py
329 gptme/hooks/cost_awareness.py
328 gptme/hooks/tests/test_agents_md_inject.py
326 scripts/treeofthoughts.py
326 gptme/eval/suites/practical.py
322 tests/test_workspace_snapshot.py
322 tests/test_util_tool_format.py
322 tests/test_circuit_breaker.py
321 tests/test_util_safety.py
321 tests/test_llm_validate.py
321 tests/test_ephemeral.py
321 gptme/checkpoint.py
319 gptme/tools/subagent/types.py
319 gptme/hooks/tests/test_tool_target_instructions.py
318 tests/test_agent_doctor.py
317 gptme/eval/suites/practical16.py
316 gptme/tools/read.py
316 gptme/eval/trends.py
314 tests/test_eval_swebench.py
314 gptme/context/scout.py
312 tests/test_plugins.py
311 tests/test_tools_morph.py
310 tests/test_util_cli_batch.py
310 gptme/tools/patch.py
309 gptme/hooks/tests/test_confirm.py
307 tests/test_eventlog.py
307 tests/test_chats_external_search.py
307 gptme/mcp/client.py
305 tests/test_browser.py
301 tests/test_tools_rag.py
301 gptme/tools/save.py
301 gptme/attestation.py
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llm/validate.py [352:45 - 368:4]
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- llm/validate.py [333:48 - 346:64] (14 lines, 77 tokens)
llm/validate.py [371:37 - 384:64]
Clone found (python)
- plugins/__init__.py [478:5 - 503:4] (26 lines, 110 tokens)
util/install.py [14:5 - 39:4]
Clone found (python)
- prompt_queue.py [40:5 - 53:4] (14 lines, 70 tokens)
tools/subagent/control.py [34:5 - 47:4]
Clone found (python)
- prompt_queue.py [78:5 - 87:68] (10 lines, 50 tokens)
prompt_queue.py [135:5 - 144:68]
Clone found (python)
- prompts/__init__.py [431:21 - 443:39] (13 lines, 91 tokens)
prompts/__init__.py [552:15 - 564:39]
Clone found (python)
- prompts/__init__.py [447:5 - 464:6] (18 lines, 73 tokens)
prompts/__init__.py [627:5 - 644:6]
Clone found (python)
- server/api_v2.py [1121:84 - 1139:4] (19 lines, 69 tokens)
server/api_v2.py [1173:5 - 1191:4]
Clone found (python)
- server/api_v2.py [1141:5 - 1157:15] (17 lines, 118 tokens)
server/api_v2.py [1212:5 - 1228:15]
Clone found (python)
- server/api_v2.py [1845:5 - 1852:76] (8 lines, 61 tokens)
server/api_v2.py [2821:5 - 2828:76]
Clone found (python)
- server/api_v2.py [1882:5 - 1902:30] (21 lines, 95 tokens)
server/api_v2.py [2479:5 - 2499:30]
Clone found (python)
- server/api_v2.py [1890:31 - 1902:30] (13 lines, 54 tokens)
server/api_v2.py [2868:33 - 2880:30]
Clone found (python)
- server/api_v2.py [2059:118 - 2074:11] (16 lines, 54 tokens)
server/api_v2.py [2215:97 - 2230:11]
Clone found (python)
- server/api_v2.py [2119:5 - 2137:40] (19 lines, 82 tokens)
server/api_v2.py [2244:5 - 2263:30]
Clone found (python)
- server/api_v2.py [2137:86 - 2156:14] (20 lines, 80 tokens)
server/api_v2.py [2263:78 - 2283:14]
Clone found (python)
- server/api_v2.py [2364:5 - 2375:10] (12 lines, 61 tokens)
server/api_v2.py [2390:9 - 2403:14]
Clone found (python)
- server/api_v2.py [3044:58 - 3057:38] (14 lines, 94 tokens)
server/api_v2.py [3080:51 - 3093:38]
Clone found (python)
- server/api_v2.py [3048:5 - 3060:40] (13 lines, 78 tokens)
server/api_v2.py [3405:5 - 3417:15]
Clone found (python)
- server/api_v2.py [3198:53 - 3203:76] (6 lines, 51 tokens)
server/api_v2.py [3299:52 - 3304:76]
Clone found (python)
- server/api_v2.py [3198:53 - 3203:76] (6 lines, 51 tokens)
server/api_v2.py [3340:50 - 3345:76]
Clone found (python)
- server/api_v2.py [3198:53 - 3203:76] (6 lines, 51 tokens)
server/api_v2.py [3444:54 - 3449:76]
Clone found (python)
- server/api_v2.py [3198:53 - 3203:76] (6 lines, 51 tokens)
server/api_v2.py [3492:54 - 3497:76]
Clone found (python)
- server/api_v2_agents.py [57:5 - 63:15] (7 lines, 52 tokens)
server/tasks_api.py [746:5 - 752:7]
Clone found (python)
- server/api_v2_sessions.py [302:96 - 314:81] (13 lines, 74 tokens)
server/api_v2_sessions.py [1129:60 - 1141:81]
Clone found (python)
- server/api_v2_sessions.py [318:5 - 329:15] (12 lines, 51 tokens)
server/api_v2_sessions.py [610:9 - 621:19]
Clone found (python)
- server/api_v2_sessions.py [606:9 - 621:19] (16 lines, 79 tokens)
server/api_v2_sessions.py [1139:5 - 1154:15]
Clone found (python)
- server/api_v2_sessions.py [607:27 - 621:19] (15 lines, 67 tokens)
server/api_v2_sessions.py [826:19 - 840:15]
Clone found (python)
- server/session_models.py [296:25 - 308:46] (13 lines, 76 tokens)
server/session_models.py [352:29 - 364:42]
Clone found (python)
- server/session_models.py [321:21 - 337:8] (17 lines, 58 tokens)
server/session_models.py [375:17 - 391:8]
Clone found (python)
- server/session_step.py [602:5 - 609:69] (8 lines, 52 tokens)
server/session_step.py [1368:5 - 1375:69]
Clone found (python)
- server/tasks_api.py [505:73 - 514:64] (10 lines, 53 tokens)
server/tasks_api.py [518:51 - 527:64]
Clone found (python)
- server/workspace_api.py [55:68 - 62:6] (8 lines, 63 tokens)
server/workspace_api.py [76:5 - 83:6]
Clone found (python)
- server/workspace_api.py [344:74 - 353:26] (10 lines, 73 tokens)
server/workspace_api.py [616:77 - 625:26]
Clone found (python)
- server/workspace_api.py [344:74 - 353:26] (10 lines, 73 tokens)
server/workspace_api.py [683:9 - 692:26]
Clone found (python)
- server/workspace_api.py [568:9 - 588:67] (21 lines, 149 tokens)
server/workspace_api.py [655:9 - 675:67]
Clone found (python)
- telemetry.py [57:24 - 79:8] (23 lines, 135 tokens)
util/_telemetry.py [311:34 - 333:8]
Clone found (python)
- telemetry.py [110:9 - 119:45] (10 lines, 60 tokens)
telemetry.py [509:5 - 518:41]
Clone found (python)
- tools/_browser_playwright.py [758:9 - 773:8] (16 lines, 89 tokens)
tools/browser.py [1077:9 - 1092:8]
Clone found (python)
- tools/_browser_playwright.py [775:60 - 783:62] (9 lines, 59 tokens)
tools/browser.py [995:68 - 1003:62]
Clone found (python)
- tools/_browser_playwright.py [896:69 - 909:27] (14 lines, 77 tokens)
tools/browser.py [1174:44 - 1187:27]
Clone found (python)
- tools/_browser_playwright.py [1079:1 - 1094:43] (16 lines, 61 tokens)
tools/browser.py [1301:1 - 1316:43]
Clone found (python)
- tools/autocompact/engine.py [197:13 - 206:18] (10 lines, 57 tokens)
tools/autocompact/engine.py [248:17 - 257:22]
Clone found (python)
- tools/clarify.py [45:5 - 60:31] (16 lines, 83 tokens)
tools/complete.py [229:5 - 244:31]
Clone found (python)
- tools/complete.py [430:5 - 438:15] (9 lines, 50 tokens)
tools/complete.py [504:5 - 512:15]
Clone found (python)
- tools/computer.py [1479:13 - 1496:14] (18 lines, 71 tokens)
tools/computer.py [1868:13 - 1885:14]
Clone found (python)
- tools/computer.py [1625:13 - 1644:37] (20 lines, 93 tokens)
tools/computer_transport.py [262:13 - 281:37]
Clone found (python)
- tools/computer.py [1657:53 - 1668:30] (12 lines, 52 tokens)
tools/computer.py [1684:49 - 1695:30]
Clone found (python)
- tools/computer.py [1744:9 - 1753:19] (10 lines, 50 tokens)
tools/computer.py [1838:9 - 1847:19]
Clone found (python)
- tools/convert.py [381:19 - 399:35] (19 lines, 63 tokens)
tools/convert.py [686:18 - 704:35]
Clone found (python)
- tools/convert.py [382:9 - 400:49] (19 lines, 74 tokens)
tools/convert.py [563:34 - 583:18]
Clone found (python)
- tools/convert.py [384:5 - 399:35] (16 lines, 61 tokens)
tools/convert.py [467:5 - 482:35]
Clone found (python)
- tools/gh.py [78:9 - 87:59] (10 lines, 53 tokens)
tools/gh.py [151:13 - 159:63]
Clone found (python)
- tools/hashline_edit.py [790:26 - 797:32] (8 lines, 57 tokens)
tools/patch_anchored.py [109:26 - 116:32]
Clone found (python)
- tools/hashline_edit.py [790:26 - 797:32] (8 lines, 57 tokens)
tools/patch_anchored.py [236:27 - 243:32]
Clone found (python)
- tools/patch.py [331:5 - 343:23] (13 lines, 55 tokens)
tools/save.py [132:5 - 144:23]
Clone found (python)
- tools/patch_anchored.py [101:1 - 106:3] (6 lines, 52 tokens)
tools/patch_anchored.py [189:1 - 194:2]
Clone found (python)
- tools/precommit.py [114:52 - 121:61] (8 lines, 51 tokens)
tools/precommit.py [125:67 - 132:61]
Clone found (python)
- tools/shell.py [705:29 - 717:11] (13 lines, 66 tokens)
tools/shell.py [870:26 - 882:11]
Clone found (python)
- tools/shell.py [781:37 - 797:75] (17 lines, 63 tokens)
tools/shell.py [949:37 - 965:75]
Clone found (python)
- tools/shell.py [1326:5 - 1336:31] (11 lines, 55 tokens)
tools/shell.py [1377:5 - 1387:31]
Clone found (python)
- tools/shell_background.py [77:24 - 89:27] (13 lines, 67 tokens)
tools/shell_background.py [99:39 - 111:23]
Clone found (python)
- tools/subagent/batch.py [492:33 - 505:5] (14 lines, 90 tokens)
tools/subagent/batch.py [1099:25 - 1112:5]
Clone found (python)
- tools/subagent/batch.py [529:53 - 539:43] (11 lines, 118 tokens)
tools/subagent/batch.py [663:54 - 673:43]
Clone found (python)
- tools/subagent/batch.py [534:27 - 539:81] (6 lines, 72 tokens)
tools/subagent/batch.py [1142:81 - 1147:81]
Clone found (python)
- tools/subagent/batch.py [807:13 - 822:14] (16 lines, 59 tokens)
tools/subagent/batch.py [932:13 - 947:14]
Clone found (python)
- tools/subagent/context.py [20:9 - 30:16] (11 lines, 60 tokens)
tools/subagent/context.py [47:9 - 57:16]
Clone found (python)
- tui/app.py [138:22 - 143:11] (6 lines, 50 tokens)
tui/app.py [240:25 - 245:11]
Clone found (python)
- tui/app.py [163:5 - 172:4] (10 lines, 79 tokens)
tui/app.py [258:5 - 267:4]
Clone found (python)
- util/_sound_sounddevice.py [61:46 - 72:56] (12 lines, 73 tokens)
util/_sound_sounddevice.py [102:46 - 113:56]
Clone found (python)
- util/gh.py [542:28 - 551:23] (10 lines, 51 tokens)
util/gh.py [1341:13 - 1350:23]
Clone found (python)
- util/gh.py [1325:17 - 1339:7] (15 lines, 55 tokens)
util/gh.py [1429:14 - 1443:7]
Clone found (python)
- util/tool_format.py [139:79 - 153:10] (15 lines, 54 tokens)
util/tool_format.py [172:65 - 186:10]
Clone found (python)
- workspace_snapshot.py [389:5 - 403:26] (15 lines, 88 tokens)
workspace_snapshot.py [467:5 - 481:26]
Clone found (python)
- analyze_compression.py [55:82 - 67:32] (13 lines, 63 tokens)
analyze_compression.py [152:54 - 164:32]
Clone found (python)
- analyze_compression.py [116:9 - 127:34] (12 lines, 61 tokens)
analyze_compression.py [220:9 - 231:34]
Clone found (python)
- generate_sounds.py [91:16 - 97:69] (7 lines, 53 tokens)
generate_sounds.py [165:18 - 171:69]
┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash │ 13 │ 1583 │ 3247 │ 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 │ 8 │ 1448 │ 8909 │ 0 │ 0 (0.00%) │ 0 (0.00%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup │ 2 │ 482 │ 3220 │ 0 │ 0 (0.00%) │ 0 (0.00%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python │ 467 │ 178835 │ 844147 │ 173 │ 2095 (1.17%) │ 11995 (1.42%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ text │ 2 │ 527 │ 267 │ 0 │ 0 (0.00%) │ 0 (0.00%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ txt │ 1 │ 146 │ 245 │ 0 │ 0 (0.00%) │ 0 (0.00%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ yaml │ 2 │ 233 │ 1314 │ 0 │ 0 (0.00%) │ 0 (0.00%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 497 │ 184046 │ 865807 │ 173 │ 2095 (1.14%) │ 11995 (1.39%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 173 clones.
time: 389.301ms
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