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
200759 | playwright.sync_api
205913 | gptme.llm
207792 | gptme.commands
209590 | gptme.tools._browser_playwright
242684 | gptme.chat
258406 | mcp.client.session
390642 | mcp
390668 | mcp.types
475191 | gptme.tools.mcp_adapter
1498167 | gptme.cli.main
real 0m2.821s
user 0m2.110s
sys 0m0.677s
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): 2.592 s ± 0.218 s [User: 2.252 s, System: 0.580 s]
Range (min … max): 2.477 s … 2.982 s 5 runs
Warning: The first benchmarking run for this command was significantly slower than the rest (2.982 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
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File blank comment code
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gptme/util/gh.py 217 245 1161
gptme/llm/llm_openai.py 228 257 981
gptme/llm/llm_anthropic.py 189 245 796
gptme/util/context.py 138 202 585
gptme/tools/base.py 138 180 574
gptme/llm/llm_openai_subscription.py 136 116 523
gptme/lessons/installer.py 146 165 495
gptme/llm/__init__.py 99 133 454
gptme/util/prompt.py 102 151 410
gptme/chat.py 68 92 395
gptme/util/_telemetry.py 106 136 370
gptme/message.py 84 116 344
gptme/telemetry.py 86 54 342
gptme/checkpoint.py 79 49 320
gptme/info.py 84 70 293
gptme/tools/__init__.py 89 71 273
gptme/plugins/__init__.py 85 119 256
gptme/codeblock.py 37 143 247
gptme/lessons/index.py 90 133 235
gptme/util/auto_naming.py 68 78 224
gptme/lessons/parser.py 73 117 221
gptme/llm/llm_openai_models.py 6 31 220
gptme/lessons/hybrid_matcher.py 85 112 218
gptme/util/_sound_sounddevice.py 57 50 218
gptme/profiles.py 64 67 217
gptme/lessons/commands.py 91 48 213
gptme/util/sound.py 65 72 200
gptme/hooks/__init__.py 20 42 188
gptme/llm/validate.py 30 29 174
gptme/util/__init__.py 34 29 155
gptme/util/reduce.py 45 45 155
gptme/init.py 33 39 153
gptme/llm/utils.py 54 73 153
gptme/llm/llm_openai_models_deprecated.py 5 13 151
gptme/util/tool_format.py 48 75 151
gptme/util/cost_display.py 39 31 148
gptme/util/clipboard.py 22 12 147
gptme/llm/llm_gptme.py 47 58 127
gptme/util/export.py 26 29 111
gptme/util/cost_tracker.py 43 62 109
gptme/dirs.py 45 35 107
gptme/lessons/matcher.py 35 47 103
gptme/util/ask_execute.py 25 40 89
gptme/util/tree.py 21 15 87
gptme/util/git_worktree.py 25 33 83
gptme/__version__.py 17 5 82
gptme/lessons/auto_include.py 31 27 78
gptme/util/context_savings.py 20 6 77
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/_sound_cmd.py 22 17 62
gptme/util/tokens.py 20 20 60
gptme/util/uri.py 29 42 59
gptme/util/output_storage.py 26 36 54
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/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/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/__init__.py 6 0 22
gptme/lessons/__init__.py 7 15 18
gptme/__main__.py 2 0 12
gptme/llm/constants.py 2 6 5
-----------------------------------------------------------------------------------------------
SUM: 3843 4653 14420
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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 228 257 981
gptme/llm/llm_anthropic.py 189 245 796
gptme/llm/llm_openai_subscription.py 136 116 523
gptme/llm/__init__.py 99 133 454
gptme/llm/llm_openai_models.py 6 31 220
gptme/llm/validate.py 30 29 174
gptme/llm/utils.py 54 73 153
gptme/llm/llm_openai_models_deprecated.py 5 13 151
gptme/llm/llm_gptme.py 47 58 127
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/llm/provider_plugins.py 39 35 48
gptme/llm/constants.py 2 6 5
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SUM: 840 1007 3702
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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/shell.py 206 318 1156
gptme/hooks/workspace_agents.py 187 125 887
gptme/tools/mcp_adapter.py 206 210 610
gptme/tools/browser.py 187 263 596
gptme/tools/base.py 138 180 574
gptme/tools/gh.py 116 126 523
gptme/tools/_browser_playwright.py 140 105 518
gptme/tools/computer.py 154 222 514
gptme/tools/chats.py 85 101 385
gptme/tools/tmux.py 95 171 384
gptme/hooks/registry.py 88 78 381
gptme/tools/mcp.py 102 102 337
gptme/tools/lessons.py 102 109 275
gptme/tools/save.py 61 60 274
gptme/tools/__init__.py 89 71 273
gptme/tools/shell_validation.py 88 121 273
gptme/tools/patch.py 62 95 270
gptme/tools/shell_background.py 65 36 270
gptme/plugins/__init__.py 85 119 256
gptme/tools/python.py 74 90 239
gptme/tools/todo.py 95 109 232
gptme/tools/precommit.py 70 96 229
gptme/hooks/elicitation.py 90 132 213
gptme/hooks/cost_awareness.py 65 73 205
gptme/hooks/__init__.py 20 42 188
gptme/tools/morph.py 43 47 185
gptme/tools/read.py 39 45 177
gptme/tools/_browser_thread.py 27 12 156
gptme/hooks/cli_confirm.py 50 54 152
gptme/tools/rag.py 62 74 151
gptme/tools/restart.py 51 81 150
gptme/tools/form.py 38 55 145
gptme/hooks/token_awareness.py 44 50 142
gptme/hooks/types.py 74 112 139
gptme/tools/elicit.py 36 109 135
gptme/hooks/cache_awareness.py 95 138 128
gptme/tools/complete.py 34 45 125
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 32 38 103
gptme/hooks/active_context.py 25 23 100
gptme/hooks/agents_md_inject.py 30 56 94
gptme/tools/screenshot.py 25 29 94
gptme/hooks/time_awareness.py 29 31 84
gptme/tools/autocommit.py 37 58 80
gptme/tools/vision.py 25 14 73
gptme/tools/_browser_lynx.py 12 12 60
gptme/tools/_browser_perplexity.py 22 16 60
gptme/hooks/cwd_changed.py 15 11 54
gptme/hooks/markdown_validation.py 36 41 51
gptme/plugins/entrypoints.py 15 13 42
gptme/hooks/test.py 12 5 33
gptme/hooks/cwd_awareness.py 11 17 28
gptme/hooks/auto_confirm.py 11 9 24
gptme/plugins/plugin.py 25 39 17
gptme/tools/_browser_format.py 3 5 3
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SUM: 3872 4692 13429
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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 213 161 1186
gptme/server/api_v2_sessions.py 119 138 672
gptme/server/session_step.py 150 200 661
gptme/server/tasks_api.py 186 121 639
gptme/server/openapi_docs.py 225 156 630
gptme/server/static/main.js 51 69 497
gptme/server/workspace_api.py 97 89 437
gptme/server/external_sessions.py 40 25 267
gptme/server/session_models.py 57 69 201
gptme/server/static/index.html 11 18 199
gptme/server/cli.py 37 39 197
gptme/server/acp_session_runtime.py 34 30 165
gptme/server/auth.py 57 80 160
gptme/server/client.py 63 79 149
gptme/server/static/style.css 27 4 143
gptme/server/api_v2_common.py 75 62 133
gptme/server/api_v2_agents.py 25 17 114
gptme/server/static/computer.html 1 1 90
gptme/server/app.py 23 27 62
gptme/server/constants.py 7 11 9
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
--------------------------------------------------------------------------------------
SUM: 1501 1399 6617
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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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File blank comment code
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tests/test_server_v2.py 329 131 1339
tests/test_llm_openai.py 362 224 1308
tests/test_init.py 220 117 1257
tests/test_eval_behavioral.py 668 685 1113
tests/test_acp_agent.py 321 184 1074
tests/test_util_gh.py 231 125 1059
tests/test_tools_subagent.py 334 169 982
tests/test_eval_leaderboard.py 126 104 883
tests/test_info.py 167 73 878
tests/test_tools_shell.py 267 398 798
tests/test_util_gh_mocked.py 149 119 777
tests/test_tasks_api.py 166 59 702
tests/test_agent.py 205 112 701
tests/test_tools_browser.py 232 52 697
tests/test_tools_gh.py 134 69 675
tests/test_config.py 196 319 667
tests/test_hooks_registry.py 238 89 640
tests/test_prompt_templates.py 226 147 636
tests/test_acp_session_runtime.py 215 76 635
tests/test_server_workspace.py 128 130 605
tests/test_doctor.py 161 101 595
tests/test_llm_anthropic.py 121 42 587
tests/test_tools_lessons.py 135 49 580
tests/test_tools_precommit.py 109 86 578
tests/test_llm_models_resolution.py 188 129 548
tests/test_auto_compact.py 227 189 543
tests/test_llm_utils.py 159 101 538
tests/test_server_v2_sessions.py 101 77 533
tests/test_lessons.py 156 153 517
tests/test_hooks_cost_awareness.py 72 61 516
tests/test_llm_auth.py 169 56 476
tests/test_server_session_models.py 158 140 466
tests/test_skill_installer.py 138 154 459
tests/test_tools_shell_background.py 117 51 456
tests/test_tools_base.py 149 62 440
tests/test_lessons_commands.py 157 82 422
tests/test_dirs.py 97 69 421
tests/test_tools_computer.py 163 98 420
tests/context/test_task_analyzer.py 90 44 418
tests/test_lessons_parser.py 188 239 417
tests/test_util_cli.py 105 62 409
tests/test_hooks_cache_awareness.py 122 35 403
tests/test_codeblock.py 302 776 402
tests/test_tools_shell_validation.py 161 63 399
tests/test_tools_mcp.py 102 20 398
tests/test_server_path_traversal.py 100 60 388
tests/test_lessons_index.py 131 106 385
tests/test_util_cli_mcp.py 89 45 380
tests/test_eval.py 88 75 377
tests/test_profiles.py 84 30 354
tests/test_lessons_matcher.py 99 86 352
tests/test_commands.py 123 60 347
tests/test_cli.py 95 71 342
tests/test_shell_background.py 99 71 342
tests/test_workspace_api.py 98 19 342
tests/test_unified_plugins.py 94 38 341
tests/test_eval_trends.py 35 22 335
tests/test_provider_plugins.py 90 32 333
tests/test_eval_behavioral_solutions.py 261 770 332
tests/test_workspace_agents.py 145 57 329
tests/test_message.py 120 111 328
tests/test_util_tool_format.py 78 32 322
tests/conftest.py 89 89 319
tests/test_agent_doctor.py 72 34 318
tests/test_mcp_discovery.py 97 39 315
tests/test_mcp_adapter.py 106 54 313
tests/test_hybrid_lessons.py 82 42 311
tests/test_util_hooks.py 82 87 311
tests/test_tools_morph.py 89 66 310
tests/context/test_adaptive_compressor.py 58 44 298
tests/test_context.py 130 79 297
tests/test_external_sessions.py 80 49 296
tests/test_chat.py 141 161 295
tests/test_prompts.py 90 56 292
tests/test_execenv.py 76 54 288
tests/lessons/test_wildcard_matching.py 114 125 287
tests/test_server.py 106 71 283
tests/test_hooks_server_confirm.py 78 31 282
tests/test_tools_restart.py 72 49 274
tests/test_server_v2_agents.py 57 25 272
tests/test_tools_complete.py 78 77 271
tests/test_tools.py 113 59 259
tests/test_tools_autocommit.py 98 47 258
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_util_cli_providers.py 60 27 250
tests/test_prompt_tools.py 57 30 249
tests/test_llm_models.py 87 63 248
tests/test_tools_browser_thread.py 69 38 245
tests/test_agents_md_inject.py 43 37 241
tests/test_complete.py 56 40 241
tests/test_cost_display.py 27 20 241
tests/test_mcp.py 68 59 239
tests/test_auto_naming.py 69 45 237
tests/test_conversations.py 35 25 235
tests/test_hooks.py 114 46 232
tests/test_browser.py 96 53 221
tests/test_util_keyword_matching.py 75 46 218
tests/test_lessons_tool.py 62 34 216
tests/test_logmanager.py 66 57 215
tests/test_checkpoint.py 88 20 211
tests/test_autocompact_scoring.py 86 39 208
tests/test_tools_read.py 72 29 208
tests/test_executor.py 50 31 206
tests/test_plugins.py 82 70 203
tests/test_tools_screenshot.py 55 48 203
tests/test_util_file_storage.py 51 36 203
tests/test_chats_json.py 30 17 202
tests/test_tool_use.py 38 43 200
tests/test_subagent_unit.py 45 20 199
tests/test_server_v2_auto_stepping.py 45 45 197
tests/test_tools_save.py 57 36 193
tests/test_chats_clean.py 46 18 191
tests/test_chats_stats.py 63 27 184
tests/test_dspy_hybrid.py 65 45 179
tests/test_dspy_basic.py 66 44 177
tests/test_hooks_cwd_changed.py 55 24 176
tests/test_tools_todo.py 81 65 173
tests/test_chats_export.py 48 17 172
tests/test_acp_types.py 35 12 171
tests/test_tools_patch.py 91 214 171
tests/test_server_v2_hooks.py 70 59 170
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_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_uri.py 55 30 158
tests/test_tools_time_awareness.py 52 34 155
tests/test_cost_tracker.py 21 24 154
tests/test_shell_allowlist_autoconfirm.py 38 38 154
tests/test_tools_tmux.py 69 63 154
tests/test_util_cli_skills.py 59 41 151
tests/test_util_tree.py 44 33 151
tests/test_server_api_v2_common.py 46 46 150
tests/test_util_install.py 34 31 148
tests/test_master_context.py 39 24 147
tests/test_reduce.py 42 41 146
tests/test_file_selector_integration.py 50 23 145
tests/test_gptme_provider.py 66 20 143
tests/test_util_tokens.py 72 35 143
tests/test_dspy_integration.py 54 32 139
tests/test_tools_vision.py 36 31 138
tests/test_server_elicitation.py 47 17 137
tests/test_util_cli_models.py 15 11 137
tests/test_util_content.py 49 25 137
tests/test_agent_workspace_timeouts.py 41 22 129
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_tools_token_awareness.py 59 47 126
tests/test_util_context_dedup.py 61 43 125
tests/test_tools_python.py 56 19 124
tests/test_prompt.py 36 36 123
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_llm_openai_subscription.py 32 10 118
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_misc_subprocess_timeouts.py 43 27 114
tests/test_lessons_status.py 67 96 113
tests/test_chats_rename.py 42 17 112
tests/test_eval_swebench.py 39 32 111
tests/test_cost_awareness_delayed_warning.py 42 32 108
tests/test_server_v2_tool_confirmation.py 32 32 107
tests/test_util_cost.py 21 19 103
tests/test_git_worktree.py 31 19 102
tests/test_command_completion.py 33 23 100
tests/test_session.py 40 21 95
tests/test_tools_choice.py 47 24 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_browser_github_routing.py 27 0 86
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_util.py 42 85 78
tests/test_eval_timeouts.py 32 33 77
tests/test_markdown_validation.py 43 34 75
tests/test_shell_issue729.py 50 52 75
tests/test_util_output_storage.py 18 10 75
tests/test_custom_providers.py 32 44 74
tests/test_shell_issue772.py 48 47 73
tests/test_chat_config.py 24 19 72
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_server_cors.py 27 13 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_chat_history.py 14 12 56
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_tools_chats.py 16 13 51
tests/test_server_v2_sse.py 15 13 50
tests/test_dspy_gepa.py 18 9 46
tests/test_demo_capture.py 19 9 45
tests/test_util_generate_name.py 17 10 45
tests/test-integration.sh 22 36 43
tests/test_pdf_to_images.py 13 13 43
tests/test_server_cli_fallback.py 16 12 42
tests/test_xml_format.py 19 68 41
tests/test_shell_fd_leak.py 23 16 39
tests/test_telemetry.py 23 20 38
tests/test_utils.py 14 17 38
tests/test_server_parent_death_watcher.py 14 9 36
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_tools_rag.py 15 8 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/test_quota_skip.py 5 3 26
tests/data/example-patch-codeblock.txt 4 0 25
tests/data/example-interrupted.txt 8 0 24
tests/test_tool_loading_duplicate.py 16 15 24
tests/test_setup_completions.py 9 6 22
tests/test_tools_shell_multiline.py 7 19 19
tests/test_browser_format.py 8 6 18
tests/test_screenshot.py 9 6 15
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SUM: 18291 13544 59529
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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
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File blank comment code
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gptme/eval/main.py 103 109 849
gptme/eval/leaderboard.py 149 485 804
gptme/eval/execenv.py 85 146 514
gptme/eval/run.py 62 74 452
gptme/eval/trends.py 59 31 317
gptme/eval/types.py 26 26 74
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: 510 905 3086
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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/session.py gptme/__version__.py gptme/server/external_sessions.py gptme/server/auth.py gptme/server/openapi_docs.py gptme/server/api_v2_agents.py gptme/server/api_v2.py gptme/server/client.py gptme/server/tasks_api.py gptme/server/app.py gptme/server/cli.py gptme/server/session_step.py gptme/server/session_models.py gptme/server/workspace_api.py gptme/server/api_v2_common.py gptme/server/api_v2_sessions.py gptme/server/constants.py gptme/server/acp_session_runtime.py gptme/server/__init__.py gptme/server/__main__.py gptme/message.py gptme/mcp/client.py gptme/mcp/registry.py gptme/mcp/__init__.py gptme/tools/save.py gptme/tools/shell_validation.py gptme/tools/screenshot.py gptme/tools/_browser_perplexity.py gptme/tools/patch.py gptme/tools/base.py gptme/tools/mcp.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/hook.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/__init__.py gptme/tools/rag.py gptme/tools/subagent/types.py gptme/tools/subagent/execution.py gptme/tools/subagent/batch.py gptme/tools/subagent/api.py gptme/tools/subagent/hooks.py gptme/tools/subagent/__init__.py gptme/tools/gh.py gptme/tools/tmux.py gptme/tools/browser.py gptme/tools/choice.py gptme/tools/mcp_adapter.py gptme/tools/form.py gptme/tools/shell.py gptme/tools/_browser_lynx.py gptme/tools/morph.py gptme/tools/precommit.py gptme/tools/read.py gptme/tools/python.py gptme/tools/_browser_format.py gptme/tools/complete.py gptme/tools/restart.py gptme/tools/elicit.py gptme/tools/shell_background.py gptme/tools/autocommit.py gptme/tools/todo.py gptme/tools/computer.py gptme/tools/_browser_thread.py gptme/tools/vision.py gptme/tools/chats.py gptme/tools/__init__.py gptme/tools/lessons.py gptme/tools/_browser_playwright.py gptme/logmanager/manager.py gptme/logmanager/__init__.py gptme/logmanager/conversations.py gptme/chat.py gptme/context/selector/config.py gptme/context/selector/base.py gptme/context/selector/file_selector.py gptme/context/selector/rule_based.py gptme/context/selector/file_config.py gptme/context/selector/file_integration.py gptme/context/selector/llm_based.py gptme/context/selector/hybrid.py gptme/context/selector/__init__.py gptme/context/config.py gptme/context/compress.py gptme/context/adaptive_compressor.py gptme/context/task_analyzer.py gptme/context/__init__.py gptme/executor.py gptme/init.py gptme/dirs.py gptme/config/chat.py gptme/config/cli_setup.py gptme/config/models.py gptme/config/core.py gptme/config/project.py gptme/config/user.py gptme/config/__init__.py gptme/llm/llm_gptme.py gptme/llm/utils.py gptme/llm/llm_openai_subscription.py gptme/llm/validate.py gptme/llm/llm_openai.py gptme/llm/provider_plugins.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/constants.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/llm_anthropic.py gptme/llm/llm_openai_models.py gptme/llm/__init__.py gptme/llm/models/types.py gptme/llm/models/listing.py gptme/llm/models/resolution.py gptme/llm/models/data.py gptme/llm/models/__init__.py gptme/util/_sound_sounddevice.py gptme/util/terminal.py gptme/util/reduce.py gptme/util/context.py gptme/util/auto_naming.py gptme/util/context_savings.py gptme/util/content.py gptme/util/git_worktree.py gptme/util/sound.py gptme/util/_sound_cmd.py gptme/util/gh.py gptme/util/file_storage.py gptme/util/tokens.py gptme/util/uri.py gptme/util/cost.py gptme/util/interrupt.py gptme/util/clipboard.py gptme/util/_telemetry.py gptme/util/generate_name.py gptme/util/useredit.py gptme/util/tree.py gptme/util/ask_execute.py gptme/util/keyword_matching.py gptme/util/cost_display.py gptme/util/context_dedup.py gptme/util/export.py gptme/util/prompt.py gptme/util/cost_tracker.py gptme/util/output_storage.py gptme/util/tool_format.py gptme/util/__init__.py gptme/util/install.py gptme/util/master_context.py gptme/eval/main.py gptme/eval/filestore.py gptme/eval/agents/swebench.py gptme/eval/agents/__init__.py gptme/eval/agents/claude_code.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/cli.py gptme/eval/dspy/metrics.py gptme/eval/dspy/experiments.py gptme/eval/dspy/signatures.py gptme/eval/dspy/tasks.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/__init__.py gptme/eval/dspy/__main__.py gptme/eval/leaderboard.py gptme/eval/types.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/__init__.py gptme/eval/execenv.py gptme/eval/cost.py gptme/eval/run.py gptme/eval/swebench/main.py gptme/eval/swebench/utils.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/info.py gptme/eval/swebench/__init__.py gptme/eval/swebench/__main__.py gptme/eval/suites/basic.py gptme/eval/suites/practical20.py gptme/eval/suites/practical28.py gptme/eval/suites/practical8.py gptme/eval/suites/practical4.py gptme/eval/suites/practical11.py gptme/eval/suites/practical26.py gptme/eval/suites/practical14.py gptme/eval/suites/practical9.py gptme/eval/suites/browser.py gptme/eval/suites/practical31.py gptme/eval/suites/practical7.py gptme/eval/suites/practical22.py gptme/eval/suites/practical19.py gptme/eval/suites/practical13.py gptme/eval/suites/practical24.py gptme/eval/suites/practical23.py gptme/eval/suites/practical33.py gptme/eval/suites/practical12.py gptme/eval/suites/practical16.py gptme/eval/suites/practical3.py gptme/eval/suites/practical27.py gptme/eval/suites/practical10.py gptme/eval/suites/practical.py gptme/eval/suites/practical6.py gptme/eval/suites/practical21.py gptme/eval/suites/practical15.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical25.py gptme/eval/suites/practical18.py gptme/eval/suites/practical30.py gptme/eval/suites/practical2.py gptme/eval/suites/practical29.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/practical32.py gptme/eval/suites/__init__.py gptme/eval/suites/practical5.py gptme/eval/suites/practical17.py gptme/eval/trends.py gptme/eval/tbench/agent.py gptme/eval/tbench/run.py gptme/eval/tbench/__init__.py gptme/eval/__init__.py gptme/eval/__main__.py gptme/checkpoint.py gptme/profiles.py gptme/plugins/entrypoints.py gptme/plugins/registry.py gptme/plugins/__init__.py gptme/plugins/plugin.py gptme/acp/agent.py gptme/acp/types.py gptme/acp/client.py gptme/acp/adapter.py gptme/acp/__init__.py gptme/acp/__main__.py gptme/cli/main.py gptme/cli/doctor.py gptme/cli/setup.py gptme/cli/wut.py gptme/cli/auth.py gptme/cli/cmd_agents.py gptme/cli/cmd_mcp.py gptme/cli/onboard.py gptme/cli/cmd_chats.py gptme/cli/checkpoint.py gptme/cli/cmd_skills.py gptme/cli/cmd_hooks.py gptme/cli/util.py gptme/cli/__init__.py gptme/commands/session.py gptme/commands/llm.py gptme/commands/base.py gptme/commands/export.py gptme/commands/meta.py gptme/commands/__init__.py gptme/telemetry.py gptme/agent/doctor.py gptme/agent/workspace.py gptme/agent/service.py gptme/agent/cli.py gptme/agent/__init__.py gptme/constants.py gptme/info.py gptme/prompts/workspace.py gptme/prompts/context_cmd.py gptme/prompts/templates.py gptme/prompts/skills.py gptme/prompts/chat_history.py gptme/prompts/__init__.py gptme/lessons/auto_include.py gptme/lessons/matcher.py gptme/lessons/installer.py gptme/lessons/index.py gptme/lessons/hybrid_matcher.py gptme/lessons/parser.py gptme/lessons/commands.py gptme/lessons/__init__.py gptme/lessons/skills/python-repl/python_helpers.py gptme/__init__.py gptme/hooks/auto_confirm.py gptme/hooks/server_confirm.py gptme/hooks/confirm.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/__init__.py gptme/hooks/elicitation.py gptme/hooks/cache_awareness.py gptme/hooks/token_awareness.py gptme/hooks/types.py gptme/hooks/active_context.py gptme/hooks/cost_awareness.py gptme/hooks/server_elicit.py gptme/hooks/markdown_validation.py gptme/hooks/test.py gptme/hooks/form_autodetect.py gptme/hooks/time_awareness.py gptme/hooks/cli_confirm.py gptme/hooks/workspace_agents.py gptme/hooks/registry.py gptme/hooks/agents_md_inject.py gptme/hooks/cwd_awareness.py gptme/hooks/__init__.py gptme/hooks/cwd_changed.py gptme/__main__.py gptme/codeblock.py tests/test_uri.py tests/test_server_v2_agents.py tests/test_tools_shell.py tests/test_llm_openai.py tests/test_quota_skip.py tests/test_eval_practical18.py tests/test_util_interrupt.py tests/test_dspy_integration.py tests/test_integration_phase4.py tests/test_util_install.py tests/test_command_completion.py tests/test_markdown_validation.py tests/test_server_v2_auto_stepping.py tests/test_external_sessions.py tests/test_acp_protocol_logging.py tests/test_skill_installer.py tests/test_telemetry.py tests/test_llm_openai_subscription.py tests/test_tools_chats.py tests/test_llm_auth.py tests/test_subagent_unit.py tests/test_eval_practical16.py tests/test_tool_loading_duplicate.py tests/test_eval_practical17.py tests/test_codeblock.py tests/test_tools_shell_validation.py tests/test_eval_practical20.py tests/test_tools_rag.py tests/test_server_path_traversal.py tests/context/test_task_analyzer.py tests/context/test_adaptive_compressor.py tests/test_tools_screenshot.py tests/test_hooks_cache_awareness.py tests/test_agents_md_inject.py tests/test_server_v2_sessions.py tests/test_acp_client.py tests/test_autocompact_scoring.py tests/test_chat_config.py tests/test_chats_clean.py tests/test_eval_practical19.py tests/test_dspy_gepa.py tests/test_tools_tmux.py tests/test_tools_gh.py tests/test_util_hooks.py tests/test_tools_shell_background.py tests/test_tools_time_awareness.py tests/test_server_v2_hooks.py tests/test_mcp_discovery.py tests/test_server_workspace.py tests/test_lessons_parser.py tests/test_hooks_form_autodetect.py tests/test_server_api_v2_common.py tests/test_hooks_cost_awareness.py tests/test_master_context.py tests/test_server_parent_death_watcher.py tests/test_package_exports.py tests/test_mcp_adapter.py tests/test_util_content.py tests/test_server_v2.py tests/test_util_cli_skills.py tests/test_agent_service_timeouts.py tests/test_llm_validate.py tests/test_util_export.py tests/test_reduce.py tests/test_context.py tests/test_cli_confirm_hook.py tests/test_demo_capture.py tests/test_prompt.py tests/test_acp_types.py tests/test_commands.py tests/test_tools_browser.py tests/test_mcp.py tests/test_eval_trends.py tests/test_active_context.py tests/test_workspace_agents.py tests/test_setup_completions.py tests/test_custom_providers.py tests/test_tools_lessons.py tests/test_message.py tests/test_init.py tests/test_util_terminal.py tests/test_gptme_provider.py tests/test_tools_shell_multiline.py tests/test_server_cors.py tests/test_tools_save.py tests/test_shell_issue729.py tests/test_plugins.py tests/test_cost_awareness_delayed_warning.py tests/test_prompt_templates.py tests/test_profiles.py tests/test_utils.py tests/test_util_output_storage.py tests/test_eval_behavioral_solutions.py tests/test_util_keyword_matching.py tests/test_doctor.py tests/test_pdf_to_images.py tests/test_tools_restart.py tests/test_tools_elicit.py tests/test_util_cli.py tests/test_eval_leaderboard.py tests/test_tools_todo.py tests/test_util_tree.py tests/test_cost_cache_cold_warning.py tests/test_unified_plugins.py tests/test_prompts.py tests/test_logmanager.py tests/test_tools_mcp.py tests/test_util_cli_mcp.py tests/test_util.py tests/test_chats_json.py tests/test_eval_behavioral.py tests/test_llm_utils.py tests/test_util_clipboard_paste.py tests/test_util_file_storage.py tests/test_chats_export.py tests/test_cost_display.py tests/test_acp_agent.py tests/test_xml_format.py tests/test_cli.py tests/test_lessons.py tests/test_tools_vision.py tests/test_hooks.py tests/test_prompt_skills_summary.py tests/test_util_cost.py tests/test_provider_plugins.py tests/test_util_tokens.py tests/test_tools_patch.py tests/test_shell_background.py tests/test_util_gh_mocked.py tests/test_tree.py tests/test_agent_doctor.py tests/test_lessons_tool.py tests/test_tools_autocommit.py tests/test_lessons_integration.py tests/test_commands_llm.py tests/test_tools_read.py tests/test_onboard.py tests/test_browser_lynx.py tests/test_cwe214_docker_env_leak.py tests/test_tools_subagent.py tests/test_tools_browser_thread.py tests/test_chat.py tests/test_info.py tests/test_checkpoint.py tests/test_hooks_cwd_changed.py tests/test_server_elicitation.py tests/test_chat_history.py tests/test_chats_rename.py tests/test_shell_issue772.py tests/test_acp_adapter.py tests/test_hooks_registry.py tests/test_session.py tests/test_server_client.py tests/test_server_session_models.py tests/test_browser_github_routing.py tests/test_util_cli_providers.py tests/test_tools_choice.py tests/test_util_tool_format.py tests/test_tools_form.py tests/test_shell_for_loop_issue724.py tests/test_util_context_savings.py tests/test_shell_fd_leak.py tests/test_tool_use.py tests/conftest.py tests/test_server_v2_sse.py tests/test_tools_token_awareness.py tests/test_server_v2_tool_confirmation.py tests/test_eval_swebench.py tests/test_screenshot.py tests/test_execenv.py tests/test_tools_python.py tests/test_git_worktree.py tests/test_conversations.py tests/test_util_generate_name.py tests/test_eval_timeouts.py tests/test_cost_tracker.py tests/test_misc_subprocess_timeouts.py tests/test_lessons_matcher.py tests/test_browser_format.py tests/test_tools_morph.py tests/test_acp_session_runtime.py tests/test_message_command.py tests/test_tools_computer.py tests/test_tools_precommit.py tests/test_context_selector.py tests/test_workspace_api.py tests/test_util_context_dedup.py tests/test_lessons_commands.py tests/test_server.py tests/test_auto_compact.py tests/test_eval.py tests/test_lessons_index.py tests/test_tools_complete.py tests/test_server_cli_fallback.py tests/test_server_auth.py tests/lessons/test_wildcard_matching.py tests/test_file_selector_integration.py tests/test_hybrid_lessons.py tests/test_lessons_status.py tests/test_agent.py tests/test_shell_output_mixing_issue408.py tests/test_agent_workspace_timeouts.py tests/test_llm_models_resolution.py tests/test_llm_models.py tests/test_chats_stats.py tests/test_tools_base.py tests/test_complete.py tests/test_browser.py tests/test_dspy_basic.py tests/test_executor.py tests/test_shell_allowlist_autoconfirm.py tests/test_llm_anthropic.py tests/test_swebench_utils.py tests/test_tasks_api.py tests/test_auto_naming.py tests/test_config.py tests/test_agent_memory.py tests/test_tools.py tests/test_dspy_hybrid.py tests/test_hooks_server_confirm.py tests/test_util_gh.py tests/test_prompt_tools.py tests/test_util_cli_models.py tests/test_acp_stdout.py tests/test_eval_claude_code.py tests/test_dirs.py scripts/analyze_compression.py scripts/train/collect.py scripts/eval_leaderboard.py scripts/auto_rename_logs.py scripts/demo_capture.py scripts/github_bot.py scripts/eval_trends.py scripts/check_rst_formatting.py --by-file --hide-rate --quiet | tail -n +2
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tests/test_server_v2.py 329 131 1339
tests/test_llm_openai.py 362 224 1308
tests/test_init.py 220 117 1257
gptme/server/api_v2.py 213 161 1186
gptme/util/gh.py 217 245 1161
gptme/tools/shell.py 206 318 1156
tests/test_eval_behavioral.py 668 685 1113
tests/test_acp_agent.py 321 184 1074
tests/test_util_gh.py 231 125 1059
gptme/acp/agent.py 181 294 983
tests/test_tools_subagent.py 334 169 982
gptme/llm/llm_openai.py 228 257 981
gptme/hooks/workspace_agents.py 187 125 887
tests/test_eval_leaderboard.py 126 104 883
tests/test_info.py 167 73 878
gptme/eval/main.py 103 109 849
gptme/eval/leaderboard.py 149 485 804
tests/test_tools_shell.py 267 398 798
gptme/llm/llm_anthropic.py 189 245 796
tests/test_util_gh_mocked.py 149 119 777
gptme/eval/suites/basic.py 138 55 715
gptme/hooks/tests/test_workspace_agents.py 154 44 708
gptme/cli/doctor.py 107 81 703
tests/test_tasks_api.py 166 59 702
tests/test_agent.py 205 112 701
tests/test_tools_browser.py 232 52 697
gptme/cli/util.py 183 112 690
tests/test_tools_gh.py 134 69 675
gptme/server/api_v2_sessions.py 119 138 672
tests/test_config.py 196 319 667
gptme/server/session_step.py 150 200 661
tests/test_hooks_registry.py 238 89 640
gptme/eval/dspy/tasks.py 170 374 639
gptme/server/tasks_api.py 186 121 639
tests/test_prompt_templates.py 226 147 636
tests/test_acp_session_runtime.py 215 76 635
gptme/server/openapi_docs.py 225 156 630
gptme/tools/mcp_adapter.py 206 210 610
tests/test_server_workspace.py 128 130 605
gptme/tools/browser.py 187 263 596
gptme/cli/main.py 93 92 595
tests/test_doctor.py 161 101 595
tests/test_llm_anthropic.py 121 42 587
gptme/util/context.py 138 202 585
tests/test_tools_lessons.py 135 49 580
tests/test_tools_precommit.py 109 86 578
gptme/cli/setup.py 134 67 576
gptme/tools/base.py 138 180 574
tests/test_llm_models_resolution.py 188 129 548
tests/test_auto_compact.py 227 189 543
tests/test_llm_utils.py 159 101 538
tests/test_server_v2_sessions.py 101 77 533
gptme/llm/llm_openai_subscription.py 136 116 523
gptme/tools/gh.py 116 126 523
gptme/tools/_browser_playwright.py 140 105 518
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.py 154 222 514
gptme/lessons/installer.py 146 165 495
gptme/logmanager/manager.py 114 141 488
tests/test_llm_auth.py 169 56 476
tests/test_server_session_models.py 158 140 466
tests/test_skill_installer.py 138 154 459
tests/test_tools_shell_background.py 117 51 456
gptme/llm/__init__.py 99 133 454
gptme/eval/run.py 62 74 452
scripts/analyze_compression.py 103 68 446
scripts/demo_capture.py 104 83 445
tests/test_tools_base.py 149 62 440
gptme/server/workspace_api.py 97 89 437
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_tools_computer.py 163 98 420
tests/context/test_task_analyzer.py 90 44 418
tests/test_lessons_parser.py 188 239 417
gptme/util/prompt.py 102 151 410
scripts/github_bot.py 84 79 409
tests/test_util_cli.py 105 62 409
tests/test_hooks_cache_awareness.py 122 35 403
tests/test_codeblock.py 302 776 402
gptme/agent/service.py 108 103 400
tests/test_tools_shell_validation.py 161 63 399
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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
---------------------------------------------------------------------------------------------------------------
SUM: 37377 36958 128346
---------------------------------------------------------------------------------------------------------------
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: 587
Total blocks: 10523
Average complexity: 3.608856789888815
Most Complex Functions (D+):
gptme/server/openapi_docs.py
F 760:0 _convert_to_openapi_nullable - D
gptme/server/api_v2.py
F 730:0 api_conversation_edit_message - E
gptme/server/tasks_api.py
F 380:0 get_git_status - D
gptme/server/session_step.py
F 512:0 step - E
gptme/server/api_v2_sessions.py
F 246:0 api_conversation_step - E
F 483:0 api_conversation_tool_confirm - D
gptme/tools/mcp.py
gptme/tools/autocompact/engine.py
gptme/tools/subagent/execution.py
F 97:0 _create_subagent_thread - D
gptme/tools/subagent/api.py
F 32:0 subagent - D
gptme/tools/gh.py
F 549:0 execute_gh - E
F 99:0 _wait_for_checks - D
gptme/tools/tmux.py
F 405:0 execute_tmux - D
gptme/tools/shell.py
M 697:4 ShellSession._read_output_unix - E
M 538:4 ShellSession._read_output_windows - D
M 405:4 ShellSession._run_pipe - D
F 1272:0 execute_shell - D
gptme/tools/shell_background.py
M 56:4 BackgroundJob._read_output - D
gptme/tools/computer.py
F 492:0 computer - E
gptme/tools/chats.py
gptme/tools/__init__.py
F 132:0 init_tools - D
gptme/tools/lessons.py
F 244:0 auto_include_lessons_hook - D
gptme/chat.py
F 278:0 _process_message_conversation - D
gptme/context/selector/file_selector.py
gptme/context/selector/rule_based.py
M 27:4 RuleBasedSelector.select - D
gptme/config/cli_setup.py
gptme/config/core.py
M 61:4 Config.mcp - D
gptme/llm/llm_openai_subscription.py
F 582:0 stream - D
gptme/llm/llm_openai.py
F 220:0 init - E
F 1091:0 _transform_msgs_for_special_provider - D
F 759:0 stream - D
gptme/llm/llm_anthropic.py
F 1110:0 _prepare_messages_for_api - D
gptme/llm/__init__.py
F 372:0 _reply_stream - E
gptme/llm/models/listing.py
F 273:0 list_models - D
gptme/llm/models/resolution.py
F 164:0 get_model - E
gptme/util/context.py
F 794:0 _resource_to_codeblock - E
F 462:0 include_paths - E
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/_telemetry.py
F 284:0 init_telemetry - D
gptme/util/prompt.py
M 294:4 GptmeCompleter.get_completions - D
gptme/util/tool_format.py
F 104:0 format_tools_list - D
gptme/eval/main.py
gptme/eval/dspy/hybrid_optimizer.py
C 239:0 TaskComplexity - D
M 283:4 TaskComplexity.analyze - D
gptme/eval/leaderboard.py
F 915:0 compute_rate_trends - D
F 679:0 aggregate_per_test - D
gptme/eval/run.py
F 245:0 execute - D
gptme/eval/suites/practical16.py
F 68:0 check_queue_all_producers_mentioned - D
gptme/eval/trends.py
F 157:0 compute_diff - D
gptme/plugins/__init__.py
F 154:0 _load_plugin - D
gptme/acp/agent.py
M 521:4 GptmeAgent.new_session - D
M 951:4 GptmeAgent.prompt - D
gptme/cli/main.py
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/util.py
F 725:0 models_test - D
gptme/commands/llm.py
F 129:0 cmd_tools - D
F 212:0 cmd_context - D
gptme/commands/meta.py
F 138:0 cmd_plugin - E
gptme/telemetry.py
F 287:0 record_llm_request - E
gptme/agent/doctor.py
F 337:0 check_lessons - E
gptme/info.py
F 335:0 format_version_info - D
gptme/prompts/workspace.py
gptme/prompts/chat_history.py
F 20:0 prompt_chat_history - E
gptme/prompts/__init__.py
F 112:0 get_prompt - E
gptme/lessons/installer.py
F 239:0 install_skill - E
F 506:0 check_dependencies - D
gptme/lessons/index.py
M 96:4 LessonIndex._default_dirs - E
gptme/lessons/parser.py
F 265:0 parse_lesson - D
gptme/hooks/token_awareness.py
F 88:0 add_token_usage_warning - D
gptme/hooks/cli_confirm.py
F 162:0 _looks_like_diff - D
gptme/hooks/registry.py
M 112:4 HookRegistry.trigger - D
gptme/codeblock.py
tests/test_server_v2_auto_stepping.py
F 16:0 test_auto_stepping - E
tests/test_eval_behavioral_solutions.py
F 54:0 _apply_solution - E
tests/test_util_cli.py
F 146:0 test_tools_list - D
F 226:0 test_models_list - D
tests/test_config.py
F 540:0 test_project_config_loaded_from_toml - D
F 577:0 test_project_config_loaded_from_json - D
scripts/auto_rename_logs.py
F 32:0 auto_rename_logs - D
scripts/demo_capture.py
F 485:0 main - D
scripts/check_rst_formatting.py
F 26:0 check_file - E
Largest Files (>300 SLOC):
1737 tests/test_eval_behavioral.py
1339 tests/test_server_v2.py
1311 tests/test_llm_openai.py
1257 tests/test_init.py
1245 gptme/tools/shell.py
1186 gptme/server/api_v2.py
1178 gptme/util/gh.py
1174 gptme/eval/leaderboard.py
1074 tests/test_acp_agent.py
1059 tests/test_util_gh.py
1023 tests/test_eval_behavioral_solutions.py
1006 tests/test_tools_shell.py
983 gptme/acp/agent.py
982 tests/test_tools_subagent.py
982 gptme/llm/llm_openai.py
947 gptme/eval/dspy/tasks.py
902 tests/test_config.py
889 tests/test_eval_leaderboard.py
888 gptme/hooks/workspace_agents.py
878 tests/test_info.py
869 tests/test_codeblock.py
851 gptme/eval/main.py
798 gptme/llm/llm_anthropic.py
784 tests/test_util_gh_mocked.py
715 gptme/eval/suites/basic.py
708 gptme/hooks/tests/test_workspace_agents.py
703 gptme/cli/doctor.py
702 tests/test_tasks_api.py
701 tests/test_agent.py
697 tests/test_tools_browser.py
694 gptme/cli/util.py
678 gptme/tools/browser.py
675 tests/test_tools_gh.py
675 gptme/server/api_v2_sessions.py
661 gptme/server/session_step.py
654 gptme/server/openapi_docs.py
640 tests/test_hooks_registry.py
639 gptme/server/tasks_api.py
636 tests/test_prompt_templates.py
635 tests/test_acp_session_runtime.py
622 gptme/cli/main.py
612 tests/test_lessons.py
610 gptme/tools/mcp_adapter.py
607 gptme/util/context.py
605 tests/test_server_workspace.py
595 tests/test_doctor.py
591 gptme/tools/gh.py
588 tests/test_llm_anthropic.py
585 gptme/cli/setup.py
580 tests/test_tools_lessons.py
580 tests/test_auto_compact.py
580 gptme/tools/base.py
578 tests/test_tools_precommit.py
576 tests/test_lessons_parser.py
573 tests/test_skill_installer.py
570 gptme/tools/computer.py
548 tests/test_llm_models_resolution.py
545 gptme/llm/llm_openai_subscription.py
538 tests/test_llm_utils.py
535 tests/test_server_v2_sessions.py
533 gptme/tools/_browser_playwright.py
526 gptme/eval/execenv.py
516 tests/test_hooks_cost_awareness.py
513 gptme/lessons/installer.py
489 gptme/logmanager/manager.py
476 tests/test_llm_auth.py
472 tests/test_tools_base.py
471 gptme/tools/tmux.py
466 tests/test_server_session_models.py
456 tests/test_tools_shell_background.py
454 gptme/llm/__init__.py
453 gptme/eval/run.py
451 scripts/demo_capture.py
445 scripts/analyze_compression.py
437 gptme/server/workspace_api.py
432 tests/test_tools_computer.py
430 gptme/util/prompt.py
422 tests/test_lessons_commands.py
421 tests/test_dirs.py
421 gptme/eval/dspy/prompt_optimizer.py
419 gptme/agent/service.py
418 tests/context/test_task_analyzer.py
418 scripts/github_bot.py
409 tests/test_util_cli.py
403 tests/test_hooks_cache_awareness.py
399 tests/test_tools_shell_validation.py
398 tests/test_tools_mcp.py
396 tests/test_eval.py
395 gptme/chat.py
395 gptme/agent/workspace.py
395 gptme/agent/cli.py
394 tests/test_lessons_index.py
392 gptme/llm/models/data.py
391 gptme/tools/chats.py
388 tests/test_server_path_traversal.py
387 gptme/agent/doctor.py
382 gptme/tools/subagent/api.py
381 gptme/hooks/registry.py
380 tests/test_util_cli_mcp.py
372 tests/test_lessons_matcher.py
370 gptme/util/_telemetry.py
367 gptme/hooks/tests/test_cost_awareness.py
364 gptme/eval/dspy/cli.py
363 gptme/cli/cmd_hooks.py
355 gptme/eval/dspy/experiments.py
354 tests/test_profiles.py
351 tests/test_cli.py
351 gptme/tools/mcp.py
351 gptme/message.py
350 gptme/eval/dspy/metrics.py
347 tests/test_util_hooks.py
347 tests/test_commands.py
346 tests/test_tools_patch.py
346 tests/lessons/test_wildcard_matching.py
343 gptme/hooks/tests/test_elicitation.py
342 tests/test_workspace_api.py
342 tests/test_shell_background.py
342 gptme/telemetry.py
341 tests/test_unified_plugins.py
340 tests/test_chat.py
339 tests/test_message.py
336 tests/test_eval_trends.py
333 tests/test_provider_plugins.py
329 tests/test_workspace_agents.py
327 gptme/hooks/tests/test_agents_md_inject.py
326 gptme/eval/suites/practical.py
322 tests/test_util_tool_format.py
321 gptme/tools/subagent/execution.py
320 gptme/checkpoint.py
319 tests/conftest.py
318 tests/test_agent_doctor.py
317 gptme/eval/suites/practical16.py
316 gptme/eval/trends.py
315 tests/test_mcp_discovery.py
313 tests/test_mcp_adapter.py
311 tests/test_hybrid_lessons.py
310 tests/test_tools_morph.py
309 gptme/tools/patch.py
309 gptme/hooks/tests/test_confirm.py
make[3]: Entering directory '/home/runner/work/gptme/gptme'
Most Duplicated Files:
npm warn exec The following package was not found and will be installed: jscpd@4.0.9
Clone found (python):
- gptme/util/_sound_sounddevice.py [103:5 - 115:67] (12 lines, 113 tokens)
gptme/util/_sound_sounddevice.py [62:5 - 74:27]
Clone found (python):
- gptme/tools/autocompact/engine.py [235:17 - 245:19] (10 lines, 92 tokens)
gptme/tools/autocompact/engine.py [185:13 - 195:16]
Clone found (python):
- gptme/tools/shell_background.py [89:9 - 97:2] (8 lines, 84 tokens)
gptme/tools/shell_background.py [71:4 - 79:16]
Clone found (python):
- gptme/tools/precommit.py [124:21 - 132:7] (8 lines, 71 tokens)
gptme/tools/precommit.py [113:7 - 122:51]
Clone found (python):
- gptme/tools/patch.py [330:5 - 344:4] (14 lines, 93 tokens)
gptme/tools/save.py [127:5 - 141:41]
Clone found (python):
- gptme/tools/gh.py [151:13 - 160:7] (9 lines, 80 tokens)
gptme/tools/gh.py [78:9 - 89:7]
Clone found (python):
- gptme/server/workspace_api.py [64:5 - 71:19] (7 lines, 94 tokens)
gptme/server/workspace_api.py [45:29 - 52:17]
Clone found (python):
- gptme/server/workspace_api.py [587:9 - 609:7] (22 lines, 230 tokens)
gptme/server/workspace_api.py [509:9 - 531:6]
Clone found (python):
- gptme/server/tasks_api.py [502:5 - 513:42] (11 lines, 79 tokens)
gptme/server/tasks_api.py [489:26 - 499:5]
Clone found (python):
- gptme/server/session_models.py [285:2 - 299:52] (14 lines, 118 tokens)
gptme/server/session_models.py [229:2 - 242:9]
Clone found (python):
- gptme/server/session_models.py [308:17 - 324:37] (16 lines, 104 tokens)
gptme/server/session_models.py [254:21 - 270:15]
Clone found (python):
- gptme/server/external_sessions.py [247:83 - 258:8] (11 lines, 99 tokens)
gptme/server/external_sessions.py [131:77 - 142:5]
Clone found (python):
- gptme/server/api_v2_sessions.py [644:5 - 653:4] (9 lines, 82 tokens)
gptme/server/api_v2_sessions.py [250:5 - 259:8]
Clone found (python):
- gptme/server/api_v2_sessions.py [899:5 - 913:3] (14 lines, 129 tokens)
gptme/server/api_v2_sessions.py [248:5 - 262:7]
Clone found (python):
- gptme/plugins/__init__.py [412:5 - 437:25] (25 lines, 183 tokens)
gptme/util/install.py [14:5 - 39:28]
Clone found (python):
- gptme/llm/models/listing.py [339:24 - 345:24] (6 lines, 75 tokens)
gptme/llm/models/listing.py [166:17 - 172:17]
Clone found (python):
- gptme/llm/validate.py [205:37 - 219:14] (14 lines, 99 tokens)
gptme/llm/validate.py [188:40 - 202:19]
Clone found (python):
- gptme/llm/validate.py [222:29 - 233:45] (11 lines, 93 tokens)
gptme/llm/validate.py [188:40 - 199:45]
Clone found (python):
- gptme/hooks/tests/test_workspace_agents.py [707:13 - 719:20] (12 lines, 89 tokens)
gptme/hooks/tests/test_workspace_agents.py [431:13 - 443:10]
Clone found (python):
- gptme/hooks/tests/test_time_awareness.py [130:24 - 136:3] (6 lines, 77 tokens)
gptme/hooks/tests/test_time_awareness.py [112:28 - 118:2]
Clone found (python):
- gptme/hooks/tests/test_time_awareness.py [144:23 - 150:2] (6 lines, 77 tokens)
gptme/hooks/tests/test_time_awareness.py [112:28 - 118:2]
Clone found (python):
- gptme/hooks/tests/test_server_confirm.py [254:4 - 266:3] (12 lines, 124 tokens)
gptme/hooks/tests/test_server_elicit.py [265:4 - 277:3]
Clone found (python):
- gptme/hooks/tests/test_cost_awareness.py [271:9 - 284:12] (13 lines, 86 tokens)
gptme/hooks/tests/test_cost_awareness.py [239:9 - 252:7]
Clone found (python):
- gptme/hooks/tests/test_cost_awareness.py [383:9 - 399:2] (16 lines, 97 tokens)
gptme/hooks/tests/test_cost_awareness.py [360:9 - 376:2]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [131:9 - 142:61] (11 lines, 87 tokens)
gptme/hooks/tests/test_agents_md_inject.py [62:9 - 72:7]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [188:2 - 203:3] (15 lines, 112 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:43 - 171:3]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [236:24 - 252:7] (16 lines, 116 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:43 - 172:9]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [260:11 - 275:4] (15 lines, 104 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:43 - 170:2]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [286:17 - 302:10] (16 lines, 118 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:43 - 252:22]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [369:2 - 384:3] (15 lines, 115 tokens)
gptme/hooks/tests/test_agents_md_inject.py [332:48 - 347:3]
Clone found (python):
- gptme/eval/suites/behavioral/implement_event_emitter.py [68:5 - 75:7] (7 lines, 106 tokens)
gptme/eval/suites/behavioral/implement_event_emitter.py [54:5 - 61:5]
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- gptme/eval/suites/behavioral/implement_event_emitter.py [85:5 - 92:6] (7 lines, 106 tokens)
gptme/eval/suites/behavioral/implement_event_emitter.py [54:5 - 61:5]
Clone found (python):
- gptme/eval/suites/behavioral/circuit_breaker.py [3:1 - 19:33] (16 lines, 115 tokens)
gptme/eval/suites/behavioral/rate_limiting.py [3:1 - 19:28]
Clone found (python):
- gptme/eval/suites/behavioral/add_type_hints.py [42:5 - 50:3] (8 lines, 100 tokens)
gptme/eval/suites/behavioral/add_type_hints.py [20:5 - 36:4]
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- gptme/eval/suites/behavioral/add_type_hints.py [83:5 - 90:9] (7 lines, 89 tokens)
gptme/eval/suites/behavioral/add_type_hints.py [20:5 - 27:12]
Clone found (python):
- gptme/eval/dspy/cli.py [316:31 - 331:49] (15 lines, 104 tokens)
gptme/eval/dspy/cli.py [78:1 - 93:7]
Clone found (python):
- gptme/eval/dspy/cli.py [423:12 - 439:46] (16 lines, 93 tokens)
gptme/eval/dspy/cli.py [160:9 - 176:41]
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- gptme/eval/dspy/cli.py [450:13 - 456:15] (6 lines, 84 tokens)
gptme/eval/dspy/cli.py [187:13 - 192:17]
Clone found (python):
- gptme/eval/agents/swebench.py [109:13 - 118:4] (9 lines, 93 tokens)
gptme/eval/agents/swebench.py [85:9 - 92:3]
Clone found (python):
- gptme/eval/execenv.py [237:9 - 249:64] (12 lines, 139 tokens)
gptme/eval/filestore.py [59:12 - 71:6]
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- gptme/eval/execenv.py [482:9 - 503:5] (21 lines, 109 tokens)
gptme/eval/execenv.py [180:9 - 201:3]
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gptme/eval/execenv.py [207:13 - 220:4]
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gptme/eval/execenv.py [360:5 - 380:5]
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gptme/eval/execenv.py [395:17 - 414:59]
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- gptme/eval/execenv.py [718:13 - 737:71] (19 lines, 144 tokens)
gptme/eval/execenv.py [207:13 - 527:65]
Clone found (python):
- gptme/context/adaptive_compressor.py [69:4 - 81:2] (12 lines, 86 tokens)
gptme/tools/autocompact/scoring.py [158:2 - 167:2]
Clone found (python):
- gptme/context/adaptive_compressor.py [203:2 - 212:2] (9 lines, 86 tokens)
gptme/tools/autocompact/scoring.py [263:2 - 272:2]
Clone found (python):
- gptme/context/__init__.py [36:18 - 49:2] (13 lines, 101 tokens)
gptme/context/selector/__init__.py [46:20 - 59:2]
Clone found (python):
- gptme/commands/meta.py [210:9 - 219:7] (9 lines, 90 tokens)
gptme/commands/meta.py [161:9 - 170:6]
Clone found (python):
- gptme/cli/util.py [922:5 - 929:17] (7 lines, 79 tokens)
gptme/cli/util.py [889:9 - 896:10]
Clone found (python):
- gptme/cli/doctor.py [263:15 - 278:8] (15 lines, 97 tokens)
gptme/cli/doctor.py [241:15 - 256:6]
Clone found (python):
- gptme/agent/cli.py [97:6 - 120:9] (23 lines, 121 tokens)
gptme/cli/cmd_agents.py [76:8 - 99:5]
Clone found (python):
- gptme/acp/client.py [428:5 - 435:14] (7 lines, 139 tokens)
gptme/acp/client.py [239:9 - 246:5]
Clone found (python):
- scripts/generate_sounds.py [165:2 - 173:13] (8 lines, 81 tokens)
scripts/generate_sounds.py [91:2 - 99:11]
Clone found (python):
- scripts/analyze_compression.py [152:43 - 164:2] (12 lines, 97 tokens)
scripts/analyze_compression.py [55:71 - 67:3]
Clone found (python):
- scripts/analyze_compression.py [220:9 - 231:24] (11 lines, 97 tokens)
scripts/analyze_compression.py [116:9 - 127:20]
Clone found (python):
- gptme/telemetry.py [56:2 - 79:4] (23 lines, 106 tokens)
gptme/util/_telemetry.py [281:5 - 304:7]
Clone found (python):
- gptme/telemetry.py [446:5 - 457:11] (11 lines, 90 tokens)
gptme/telemetry.py [109:9 - 120:10]
Clone found (python):
- gptme/__init__.py [10:13 - 21:24] (11 lines, 89 tokens)
gptme/context/selector/__init__.py [46:20 - 58:7]
┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python │ 344 │ 93476 │ 573825 │ 59 │ 740 (0.79%) │ 6115 (1.07%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css │ 1 │ 173 │ 1045 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1 │ 616 │ 5619 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup │ 2 │ 318 │ 2696 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown │ 7 │ 1234 │ 8782 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash │ 11 │ 644 │ 3365 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ url │ 1 │ 2 │ 16 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 367 │ 96463 │ 595348 │ 59 │ 740 (0.77%) │ 6115 (1.03%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 59 clones.
time: 5.859s
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