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
232226 | mcp.types
234444 | gptme.tools.mcp_adapter
323374 | openai.types
391018 | openai
459302 | gptme.cli.main
463142 | gptme.llm.llm_openai
736903 | gptme.llm
738855 | gptme.commands
849205 | gptme.chat
905444 | gptme
real 0m2.094s
user 0m1.786s
sys 0m0.273s
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): 2.062 s ± 0.053 s [User: 1.835 s, System: 0.224 s]
Range (min … max): 2.025 s … 2.148 s 5 runs
Warning: The first benchmarking run for this command was significantly slower than the rest (2.148 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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gptme/llm/llm_openai.py 213 219 870
gptme/llm/models.py 128 144 853
gptme/config.py 212 209 776
gptme/llm/llm_anthropic.py 147 163 650
gptme/hooks/__init__.py 170 211 598
gptme/prompts.py 174 250 594
gptme/logmanager.py 137 165 564
gptme/tools/base.py 138 160 553
gptme/llm/llm_openai_subscription.py 129 95 458
gptme/util/context.py 118 174 446
gptme/util/prompt.py 103 151 410
gptme/chat.py 69 90 377
gptme/util/_telemetry.py 106 123 357
gptme/telemetry.py 85 54 342
gptme/llm/__init__.py 79 79 322
gptme/message.py 74 102 313
gptme/util/gh.py 66 86 305
gptme/info.py 85 70 293
gptme/tools/__init__.py 84 67 253
gptme/plugins/__init__.py 84 119 248
gptme/llm/llm_openai_models.py 3 14 246
gptme/util/auto_naming.py 68 78 224
gptme/lessons/index.py 91 128 214
gptme/lessons/commands.py 91 48 213
gptme/profiles.py 64 67 205
gptme/util/_sound_sounddevice.py 52 46 204
gptme/util/sound.py 65 72 200
gptme/lessons/parser.py 70 108 192
gptme/codeblock.py 34 97 171
gptme/llm/validate.py 30 28 170
gptme/util/__init__.py 34 29 155
gptme/llm/utils.py 54 73 153
gptme/util/reduce.py 45 42 147
gptme/util/cost_display.py 39 31 145
gptme/util/tool_format.py 45 72 139
gptme/lessons/hybrid_matcher.py 53 79 132
gptme/llm/llm_gptme.py 47 58 127
gptme/util/clipboard.py 22 12 118
gptme/util/cost_tracker.py 43 62 109
gptme/util/ask_execute.py 30 41 106
gptme/init.py 24 30 103
gptme/dirs.py 42 31 102
gptme/lessons/matcher.py 35 47 102
gptme/lessons/matcher_enhanced.py 26 40 90
gptme/util/tree.py 21 15 87
gptme/util/export.py 17 25 86
gptme/util/git_worktree.py 25 33 83
gptme/lessons/auto_include.py 31 26 78
gptme/session.py 39 64 70
gptme/util/generate_name.py 5 6 69
gptme/util/master_context.py 28 38 66
gptme/__version__.py 15 11 64
gptme/util/_sound_cmd.py 22 17 62
gptme/util/uri.py 29 42 59
gptme/util/output_storage.py 26 36 54
gptme/util/tokens.py 20 12 44
gptme/util/cost.py 11 9 43
gptme/lessons/selector_config.py 18 20 40
gptme/util/file_storage.py 30 47 40
gptme/lessons/selector_integration.py 12 11 39
gptme/util/keyword_matching.py 35 66 39
gptme/util/terminal.py 23 21 34
gptme/util/install.py 13 25 30
gptme/util/content.py 18 24 29
gptme/constants.py 17 19 25
gptme/executor.py 18 26 24
gptme/lessons/__init__.py 7 15 24
gptme/util/interrupt.py 13 15 23
gptme/util/useredit.py 12 13 21
gptme/__main__.py 2 0 12
gptme/__init__.py 1 0 7
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SUM: 4016 4700 14601
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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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gptme/llm/llm_openai.py 213 219 870
gptme/llm/models.py 128 144 853
gptme/llm/llm_anthropic.py 147 163 650
gptme/llm/llm_openai_subscription.py 129 95 458
gptme/llm/__init__.py 79 79 322
gptme/llm/llm_openai_models.py 3 14 246
gptme/llm/validate.py 30 28 170
gptme/llm/utils.py 54 73 153
gptme/llm/llm_gptme.py 47 58 127
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SUM: 830 873 3849
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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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gptme/tools/shell.py 329 438 1543
gptme/tools/subagent.py 229 445 838
gptme/tools/autocompact.py 222 308 760
gptme/hooks/workspace_agents.py 147 102 616
gptme/tools/mcp_adapter.py 206 210 608
gptme/hooks/__init__.py 170 211 598
gptme/tools/base.py 138 160 553
gptme/tools/computer.py 155 223 450
gptme/tools/gh.py 85 121 348
gptme/tools/tmux.py 95 171 346
gptme/tools/mcp.py 104 105 336
gptme/tools/tts.py 119 132 286
gptme/tools/_browser_playwright.py 85 39 285
gptme/tools/browser.py 113 165 278
gptme/tools/save.py 57 58 261
gptme/tools/patch.py 62 95 257
gptme/tools/__init__.py 84 67 253
gptme/plugins/__init__.py 84 119 248
gptme/tools/lessons.py 92 105 244
gptme/tools/todo.py 95 109 232
gptme/tools/python.py 72 84 219
gptme/hooks/elicitation.py 90 132 213
gptme/tools/precommit.py 64 87 194
gptme/tools/morph.py 43 47 185
gptme/tools/_browser_thread.py 27 12 156
gptme/tools/restart.py 51 81 150
gptme/tools/rag.py 62 74 146
gptme/tools/form.py 38 55 145
gptme/hooks/token_awareness.py 44 50 142
gptme/tools/chats.py 43 48 142
gptme/hooks/cli_confirm.py 41 37 138
gptme/tools/elicit.py 36 109 135
gptme/hooks/cost_awareness.py 45 56 133
gptme/hooks/cache_awareness.py 95 138 128
gptme/hooks/form_autodetect.py 48 65 123
gptme/hooks/server_confirm.py 51 58 122
gptme/tools/read.py 23 23 119
gptme/tools/complete.py 33 42 114
gptme/hooks/server_elicit.py 52 56 113
gptme/hooks/confirm.py 53 88 109
gptme/tools/choice.py 31 37 105
gptme/hooks/active_context.py 25 23 100
gptme/tools/_browser_perplexity.py 25 22 85
gptme/hooks/time_awareness.py 29 31 84
gptme/tools/autocommit.py 37 58 75
gptme/tools/screenshot.py 23 29 67
gptme/tools/vision.py 20 13 62
gptme/hooks/agents_md_inject.py 23 31 61
gptme/tools/_browser_lynx.py 12 13 56
gptme/hooks/cwd_changed.py 15 11 54
gptme/hooks/markdown_validation.py 36 41 51
gptme/hooks/test.py 12 5 33
gptme/hooks/cwd_awareness.py 11 17 28
gptme/tools/youtube.py 10 1 26
gptme/hooks/auto_confirm.py 11 9 24
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SUM: 4002 5066 13177
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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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gptme/server/api_v2_sessions.py 175 181 737
gptme/server/tasks_api.py 171 110 596
gptme/server/api_v2.py 110 72 493
gptme/server/openapi_docs.py 182 142 476
gptme/server/api.py 98 100 399
gptme/server/static/main.js 35 45 324
gptme/server/workspace_api.py 57 55 173
gptme/server/static/index.html 11 16 167
gptme/server/static/style.css 27 4 143
gptme/server/client.py 60 78 139
gptme/server/cli.py 26 13 133
gptme/server/auth.py 45 69 121
gptme/server/api_v2_common.py 56 34 92
gptme/server/static/computer.html 1 1 90
gptme/server/api_v2_agents.py 24 15 89
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
gptme/server/constants.py 1 3 1
------------------------------------------------------------------------------------
SUM: 1082 941 4179
------------------------------------------------------------------------------------
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_acp_agent.py 311 178 1043
tests/test_llm_openai.py 268 170 978
tests/test_tools_subagent.py 277 150 771
tests/test_tools_shell.py 245 386 705
tests/test_agent.py 199 110 664
tests/test_auto_compact.py 227 189 543
tests/test_util_gh_mocked.py 106 92 534
tests/test_config.py 146 270 513
tests/test_lessons_commands.py 157 82 422
tests/test_tools_computer.py 159 93 396
tests/test_codeblock.py 262 619 394
tests/context/test_task_analyzer.py 119 58 389
tests/test_util_cli_mcp.py 89 45 380
tests/test_profiles.py 84 30 356
tests/test_llm_anthropic.py 64 26 348
tests/test_integration_phase4.py 67 54 344
tests/test_lessons_parser.py 152 176 340
tests/test_mcp_discovery.py 97 39 315
tests/test_cli.py 84 61 307
tests/test_workspace_agents.py 137 57 296
tests/test_lessons_matcher.py 89 80 288
tests/lessons/test_wildcard_matching.py 114 125 287
tests/test_mcp_adapter.py 95 52 286
tests/test_llm_utils.py 66 49 281
tests/test_lessons_index.py 96 77 280
tests/test_message.py 111 105 275
tests/test_doctor.py 92 63 270
tests/test_context_selector.py 83 45 254
tests/conftest.py 79 70 252
tests/test_lessons_integration.py 97 66 252
tests/test_complete.py 56 40 241
tests/test_auto_naming.py 69 45 232
tests/test_hooks.py 114 46 232
tests/test_server_v2.py 70 35 231
tests/test_cost_display.py 27 20 220
tests/test_lessons_tool.py 62 34 216
tests/test_autocompact_scoring.py 86 39 208
tests/test_tools.py 96 47 208
tests/test_mcp.py 58 45 207
tests/test_agent_doctor.py 59 26 205
tests/test_plugins.py 82 70 203
tests/test_execenv.py 52 42 187
tests/test_logmanager.py 56 50 187
tests/test_agents_md_inject.py 37 29 181
tests/test_dspy_hybrid.py 65 45 179
tests/test_hooks_cwd_changed.py 55 24 176
tests/test_server_v2_hooks.py 71 52 175
tests/test_tools_todo.py 81 65 173
tests/test_acp_types.py 35 12 171
tests/test_context.py 80 56 171
tests/test_tool_use.py 20 26 169
tests/test_server.py 52 39 168
tests/test_util_cli.py 55 32 168
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_uri.py 55 30 158
tests/test_tools_patch.py 85 203 156
tests/test_tools_time_awareness.py 52 34 155
tests/test_cost_tracker.py 21 24 154
tests/test_tools_tmux.py 69 63 154
tests/test_acp_stdout.py 79 37 152
tests/test_util_cli_skills.py 59 41 151
tests/test_util_tree.py 44 33 151
tests/test_master_context.py 39 24 147
tests/test_file_selector_integration.py 50 23 145
tests/test_gptme_provider.py 66 20 143
tests/test_shell_allowlist_autoconfirm.py 38 36 142
tests/test_dspy_integration.py 54 32 139
tests/test_lesson_selector_integration.py 45 25 138
tests/test_server_elicitation.py 47 17 137
tests/test_dspy_basic.py 49 31 131
tests/benchmark_context_selector.py 32 26 130
tests/test_tools_save.py 35 25 129
tests/test_acp_adapter.py 42 33 128
tests/test_llm_models.py 43 31 127
tests/test_active_context.py 41 22 126
tests/test_tools_token_awareness.py 59 47 126
tests/test_chat.py 76 96 124
tests/test_prompt.py 36 36 120
tests/test_util_clipboard_paste.py 27 14 117
tests/test_prompt_tools.py 23 10 116
tests/test_tools_python.py 50 16 114
tests/test_lessons_status.py 67 96 113
tests/test_reduce.py 30 22 113
tests/test_cost_awareness_delayed_warning.py 42 32 108
tests/test_server_v2_tool_confirmation.py 32 32 107
tests/test_git_worktree.py 31 19 102
tests/test_llm_validate.py 25 19 102
tests/test_tools_tts.py 50 58 101
tests/test_command_completion.py 33 23 100
tests/test_session.py 40 21 95
tests/test_util_gh.py 44 37 92
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_prompts.py 37 35 87
tests/test_server_v2_auto_stepping.py 20 22 87
tests/test_util_tokens.py 52 21 86
tests/test_server_auth.py 40 19 84
tests/test_tools_read.py 27 11 84
tests/context/test_adaptive_compressor.py 35 23 80
tests/test_util.py 42 85 78
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_browser.py 34 31 72
tests/test_hooks_form_autodetect.py 22 34 68
tests/test_tools_form.py 22 19 67
tests/test_shell_output_mixing_issue408.py 25 29 60
tests/test_server_client.py 33 26 59
tests/test_eval.py 10 8 57
tests/test_chat_history.py 14 12 56
tests/test_server_v2_sse.py 15 13 50
tests/test_dspy_gepa.py 18 9 46
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_onboard.py 11 10 41
tests/test_prompt_skills_summary.py 24 22 39
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
tests/test_util_export.py 20 11 36
tests/test_message_command.py 13 12 35
tests/test_tools_chats.py 12 10 34
tests/test_tools_rag.py 15 8 34
tests/test_hybrid_lessons.py 14 8 33
tests/test_shell_for_loop_issue724.py 16 24 33
tests/test_telemetry.py 20 15 28
tests/test_xml_format.py 10 31 27
tests/test_chat_config.py 8 7 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_tools_shell_multiline.py 7 19 19
tests/test_screenshot.py 9 6 15
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SUM: 8590 6965 25112
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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 74 51 485
gptme/eval/run.py 58 50 354
gptme/eval/execenv.py 54 96 350
gptme/eval/filestore.py 11 8 63
gptme/eval/types.py 22 19 58
gptme/eval/cost.py 12 24 6
gptme/eval/__init__.py 1 0 4
gptme/eval/__main__.py 1 0 3
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SUM: 233 248 1323
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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/mcp/__init__.py gptme/mcp/client.py gptme/mcp/registry.py gptme/context/task_analyzer.py gptme/context/__init__.py gptme/context/adaptive_compressor.py gptme/context/config.py gptme/context/selector/base.py gptme/context/selector/__init__.py gptme/context/selector/llm_based.py gptme/context/selector/file_selector.py gptme/context/selector/config.py gptme/context/selector/file_config.py gptme/context/selector/file_integration.py gptme/context/selector/rule_based.py gptme/context/selector/hybrid.py gptme/context/compress.py gptme/prompts.py gptme/eval/dspy/experiments.py gptme/eval/dspy/tasks.py gptme/eval/dspy/metrics.py gptme/eval/dspy/__init__.py gptme/eval/dspy/cli.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/signatures.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/dspy/__main__.py gptme/eval/main.py gptme/eval/__init__.py gptme/eval/filestore.py gptme/eval/types.py gptme/eval/suites/browser.py gptme/eval/suites/init_projects.py gptme/eval/suites/basic.py gptme/eval/suites/__init__.py gptme/eval/agents/__init__.py gptme/eval/agents/swebench.py gptme/eval/cost.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/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/execenv.py gptme/eval/run.py gptme/eval/__main__.py gptme/eval/swebench/info.py gptme/eval/swebench/main.py gptme/eval/swebench/utils.py gptme/eval/swebench/__init__.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/__main__.py gptme/info.py gptme/cli/wut.py gptme/cli/main.py gptme/cli/doctor.py gptme/cli/setup.py gptme/cli/onboard.py gptme/cli/__init__.py gptme/cli/util.py gptme/cli/auth.py gptme/agent/service.py gptme/agent/doctor.py gptme/agent/__init__.py gptme/agent/cli.py gptme/agent/workspace.py gptme/telemetry.py gptme/commands/export.py gptme/commands/base.py gptme/commands/__init__.py gptme/commands/llm.py gptme/commands/session.py gptme/commands/meta.py gptme/logmanager.py gptme/acp/__init__.py gptme/acp/client.py gptme/acp/adapter.py gptme/acp/types.py gptme/acp/agent.py gptme/acp/__main__.py gptme/__init__.py gptme/init.py gptme/config.py gptme/server/api_v2_sessions.py gptme/server/workspace_api.py gptme/server/api.py gptme/server/__init__.py gptme/server/cli.py gptme/server/api_v2_common.py gptme/server/client.py gptme/server/tasks_api.py gptme/server/auth.py gptme/server/openapi_docs.py gptme/server/constants.py gptme/server/api_v2.py gptme/server/__main__.py gptme/server/api_v2_agents.py gptme/lessons/auto_include.py gptme/lessons/index.py gptme/lessons/parser.py gptme/lessons/__init__.py gptme/lessons/matcher.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/commands.py gptme/lessons/hybrid_matcher.py gptme/lessons/selector_config.py gptme/lessons/matcher_enhanced.py gptme/lessons/selector_integration.py gptme/message.py gptme/codeblock.py gptme/__version__.py gptme/session.py gptme/llm/llm_anthropic.py gptme/llm/llm_openai_subscription.py gptme/llm/models.py gptme/llm/llm_openai_models.py gptme/llm/utils.py gptme/llm/__init__.py gptme/llm/validate.py gptme/llm/llm_gptme.py gptme/llm/llm_openai.py gptme/hooks/auto_confirm.py gptme/hooks/test.py gptme/hooks/cwd_changed.py gptme/hooks/time_awareness.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_workspace_agents.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_markdown_validation.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/token_awareness.py gptme/hooks/server_elicit.py gptme/hooks/cli_confirm.py gptme/hooks/markdown_validation.py gptme/hooks/__init__.py gptme/hooks/cwd_awareness.py gptme/hooks/agents_md_inject.py gptme/hooks/active_context.py gptme/hooks/cost_awareness.py gptme/hooks/workspace_agents.py gptme/hooks/form_autodetect.py gptme/hooks/elicitation.py gptme/hooks/cache_awareness.py gptme/hooks/server_confirm.py gptme/hooks/confirm.py gptme/plugins/__init__.py gptme/constants.py gptme/executor.py gptme/profiles.py gptme/dirs.py gptme/chat.py gptme/util/useredit.py gptme/util/export.py gptme/util/tree.py gptme/util/auto_naming.py gptme/util/uri.py gptme/util/content.py gptme/util/git_worktree.py gptme/util/file_storage.py gptme/util/install.py gptme/util/generate_name.py gptme/util/_telemetry.py gptme/util/cost_display.py gptme/util/terminal.py gptme/util/tool_format.py gptme/util/gh.py gptme/util/reduce.py gptme/util/tokens.py gptme/util/_sound_sounddevice.py gptme/util/cost_tracker.py gptme/util/__init__.py gptme/util/keyword_matching.py gptme/util/ask_execute.py gptme/util/context.py gptme/util/cost.py gptme/util/prompt.py gptme/util/sound.py gptme/util/interrupt.py gptme/util/clipboard.py gptme/util/master_context.py gptme/util/_sound_cmd.py gptme/util/output_storage.py gptme/__main__.py gptme/tools/lessons.py gptme/tools/patch.py gptme/tools/_browser_lynx.py gptme/tools/chats.py gptme/tools/_browser_perplexity.py gptme/tools/browser.py gptme/tools/rag.py gptme/tools/shell.py gptme/tools/autocommit.py gptme/tools/base.py gptme/tools/_browser_playwright.py gptme/tools/todo.py gptme/tools/elicit.py gptme/tools/complete.py gptme/tools/tts.py gptme/tools/python.py gptme/tools/gh.py gptme/tools/subagent.py gptme/tools/youtube.py gptme/tools/__init__.py gptme/tools/tmux.py gptme/tools/mcp_adapter.py gptme/tools/restart.py gptme/tools/morph.py gptme/tools/save.py gptme/tools/read.py gptme/tools/precommit.py gptme/tools/_browser_thread.py gptme/tools/vision.py gptme/tools/screenshot.py gptme/tools/computer.py gptme/tools/form.py gptme/tools/autocompact.py gptme/tools/choice.py gptme/tools/mcp.py tests/test_server_elicitation.py tests/test_tools_form.py tests/test_lesson_selector_integration.py tests/test_active_context.py tests/test_lessons_tool.py tests/test_acp_adapter.py tests/test_telemetry.py tests/test_prompt.py tests/test_server_v2_sse.py tests/test_util_tree.py tests/test_llm_validate.py tests/context/test_adaptive_compressor.py tests/context/test_task_analyzer.py tests/test_master_context.py tests/test_agent.py tests/test_server_v2_auto_stepping.py tests/test_xml_format.py tests/test_cost_awareness_delayed_warning.py tests/test_util_gh_mocked.py tests/test_logmanager.py tests/test_session.py tests/test_dspy_integration.py tests/test_tree.py tests/test_lessons_integration.py tests/benchmark_context_selector.py tests/test_pdf_to_images.py tests/test_tools_tts.py tests/test_server_client.py tests/test_tools_time_awareness.py tests/test_prompt_tools.py tests/test_chat_history.py tests/test_tools_elicit.py tests/test_server_auth.py tests/test_tool_use.py tests/test_reduce.py tests/test_tools_todo.py tests/test_util_export.py tests/test_context_selector.py tests/test_mcp.py tests/test_shell_issue772.py tests/test_tools_tmux.py tests/test_message.py tests/test_complete.py tests/test_utils.py tests/test_util_cli_skills.py tests/test_lessons_commands.py tests/conftest.py tests/test_browser.py tests/test_message_command.py tests/test_chat_config.py tests/test_tools_shell.py tests/test_codeblock.py tests/test_acp_types.py tests/test_shell_fd_leak.py tests/test_hooks_cwd_changed.py tests/test_auto_compact.py tests/test_llm_openai.py tests/test_util_tokens.py tests/test_server_v2_tool_confirmation.py tests/test_lessons_status.py tests/test_shell_issue729.py tests/test_tools_patch.py tests/test_util_generate_name.py tests/test_acp_client.py tests/test_hybrid_lessons.py tests/test_acp_protocol_logging.py tests/test_tools_read.py tests/test_tool_loading_duplicate.py tests/test_uri.py tests/test_onboard.py tests/test_tools_rag.py tests/test_agent_memory.py tests/test_acp_agent.py tests/test_git_worktree.py tests/test_cli.py tests/test_agent_doctor.py tests/test_cost_display.py tests/test_lessons_index.py tests/test_context.py tests/test_hooks.py tests/test_mcp_adapter.py tests/test_custom_providers.py tests/test_execenv.py tests/test_plugins.py tests/test_shell_allowlist_autoconfirm.py tests/test_llm_models.py tests/lessons/test_wildcard_matching.py tests/test_llm_anthropic.py tests/test_tools_computer.py tests/test_dspy_hybrid.py tests/test_prompt_skills_summary.py tests/test_prompts.py tests/test_eval.py tests/test_autocompact_scoring.py tests/test_command_completion.py tests/test_workspace_agents.py tests/test_config.py tests/test_dspy_basic.py tests/test_chat.py tests/test_util.py tests/test_util_cli_mcp.py tests/test_lessons_parser.py tests/test_gptme_provider.py tests/test_browser_lynx.py tests/test_agents_md_inject.py tests/test_server.py tests/test_server_v2_hooks.py tests/test_tools_choice.py tests/test_doctor.py tests/test_markdown_validation.py tests/test_tools_python.py tests/test_hooks_form_autodetect.py tests/test_tools_subagent.py tests/test_dspy_gepa.py tests/test_util_output_storage.py tests/test_llm_utils.py tests/test_mcp_discovery.py tests/test_lessons_matcher.py tests/test_tools_token_awareness.py tests/test_shell_for_loop_issue724.py tests/test_acp_stdout.py tests/test_tools_save.py tests/test_tools_shell_multiline.py tests/test_tools.py tests/test_util_clipboard_paste.py tests/test_util_cli.py tests/test_integration_phase4.py tests/test_file_selector_integration.py tests/test_tools_chats.py tests/test_shell_output_mixing_issue408.py tests/test_screenshot.py tests/test_profiles.py tests/test_auto_naming.py tests/test_util_gh.py tests/test_cost_tracker.py tests/test_server_v2.py scripts/convert_convo.py scripts/analyze_compression.py scripts/check_rst_formatting.py scripts/list_user_messages.py scripts/treeofthoughts.py scripts/github_bot.py scripts/gh-pr-view-with-pr-comments.py scripts/reduce_context.py scripts/gpt_todoer.py scripts/auto_rename_logs.py scripts/shorten_details.py scripts/describe_api.py scripts/train/collect.py scripts/summarize_project.py --by-file --hide-rate --quiet | tail -n +2
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gptme/eval/swebench/info.py 8 3 48
tests/test_dspy_gepa.py 18 9 46
tests/test_util_generate_name.py 17 10 45
gptme/util/tokens.py 20 12 44
gptme/util/cost.py 11 9 43
tests/test_pdf_to_images.py 13 13 43
gptme/context/selector/file_config.py 10 8 41
tests/test_onboard.py 11 10 41
gptme/lessons/selector_config.py 18 20 40
gptme/util/file_storage.py 30 47 40
gptme/context/selector/hybrid.py 14 16 39
gptme/lessons/selector_integration.py 12 11 39
gptme/util/keyword_matching.py 35 66 39
tests/test_prompt_skills_summary.py 24 22 39
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
tests/test_util_export.py 20 11 36
tests/test_message_command.py 13 12 35
gptme/cli/wut.py 13 12 34
gptme/util/terminal.py 23 21 34
tests/test_tools_chats.py 12 10 34
tests/test_tools_rag.py 15 8 34
gptme/hooks/test.py 12 5 33
scripts/shorten_details.py 11 6 33
tests/test_hybrid_lessons.py 14 8 33
tests/test_shell_for_loop_issue724.py 16 24 33
gptme/hooks/tests/test_auto_confirm.py 12 4 32
scripts/list_user_messages.py 10 9 32
gptme/util/install.py 13 25 30
gptme/util/content.py 18 24 29
gptme/hooks/cwd_awareness.py 11 17 28
tests/test_telemetry.py 20 15 28
tests/test_xml_format.py 10 31 27
gptme/tools/youtube.py 10 1 26
scripts/summarize_project.py 12 1 26
tests/test_chat_config.py 8 7 26
gptme/acp/adapter.py 19 22 25
gptme/constants.py 17 19 25
gptme/executor.py 18 26 24
gptme/hooks/auto_confirm.py 11 9 24
gptme/lessons/__init__.py 7 15 24
tests/test_tool_loading_duplicate.py 16 15 24
gptme/context/selector/base.py 14 23 23
gptme/util/interrupt.py 13 15 23
gptme/acp/__init__.py 5 13 21
gptme/context/__init__.py 3 8 21
gptme/context/selector/config.py 8 8 21
gptme/util/useredit.py 12 13 21
gptme/agent/__init__.py 3 6 19
gptme/context/config.py 11 25 19
gptme/context/selector/__init__.py 6 13 19
gptme/eval/suites/__init__.py 3 0 19
tests/test_tools_shell_multiline.py 7 19 19
gptme/eval/suites/browser.py 5 0 17
gptme/eval/swebench/__init__.py 1 0 16
gptme/cli/__init__.py 10 13 15
tests/test_screenshot.py 9 6 15
gptme/mcp/__init__.py 1 0 14
gptme/__main__.py 2 0 12
gptme/__init__.py 1 0 7
gptme/eval/dspy/__init__.py 6 6 7
gptme/eval/cost.py 12 24 6
gptme/eval/__init__.py 1 0 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/server/constants.py 1 3 1
-----------------------------------------------------------------------------------------------------
SUM: 22008 21841 73079
-----------------------------------------------------------------------------------------------------
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: 384
Total blocks: 5129
Average complexity: 4.063755117956717
Most Complex Functions (D+):
gptme/context/selector/file_selector.py
gptme/context/selector/rule_based.py
M 27:4 RuleBasedSelector.select - D
gptme/prompts.py
F 573:0 prompt_workspace - E
F 822:0 prompt_chat_history - E
F 69:0 get_prompt - D
gptme/eval/dspy/hybrid_optimizer.py
C 239:0 TaskComplexity - D
M 283:4 TaskComplexity.analyze - D
gptme/eval/main.py
F 321:0 main - D
gptme/info.py
F 334:0 format_version_info - D
gptme/cli/main.py
gptme/cli/util.py
F 514:0 skills_list - D
gptme/telemetry.py
F 286:0 record_llm_request - E
gptme/commands/llm.py
F 129:0 cmd_tools - D
gptme/commands/meta.py
F 138:0 cmd_plugin - E
gptme/acp/agent.py
M 518:4 GptmeAgent.new_session - D
gptme/config.py
F 1058:0 setup_config_from_cli - E
M 907:4 Config.mcp - D
gptme/server/api_v2_sessions.py
F 253:0 step - E
gptme/server/tasks_api.py
F 358:0 get_git_status - D
gptme/server/openapi_docs.py
F 549:0 _convert_to_openapi_nullable - D
gptme/lessons/index.py
M 96:4 LessonIndex._default_dirs - D
gptme/codeblock.py
F 84:0 _extract_codeblocks - E
gptme/llm/llm_anthropic.py
gptme/llm/models.py
F 663:0 get_model - E
gptme/llm/__init__.py
F 224:0 _reply_stream - D
gptme/llm/llm_openai.py
F 204:0 init - D
F 932:0 _transform_msgs_for_special_provider - D
F 603:0 stream - D
gptme/hooks/token_awareness.py
F 88:0 add_token_usage_warning - D
gptme/hooks/__init__.py
M 411:4 HookRegistry.trigger - D
gptme/plugins/__init__.py
F 145:0 _load_plugin - D
gptme/chat.py
F 280:0 _process_message_conversation - D
gptme/util/tool_format.py
F 86:0 format_tools_list - D
gptme/util/gh.py
gptme/util/context.py
F 618:0 _resource_to_codeblock - E
F 446:0 include_paths - D
gptme/util/prompt.py
M 296:4 GptmeCompleter.get_completions - D
gptme/tools/lessons.py
F 190:0 auto_include_lessons_hook - D
gptme/tools/shell.py
M 963:4 ShellSession._read_output_unix - E
F 2085:0 _shorten_stdout - E
M 91:4 BackgroundJob._read_output - D
M 688:4 ShellSession._run_pipe - D
M 821:4 ShellSession._read_output_windows - D
F 1942:0 execute_shell - D
gptme/tools/gh.py
F 57:0 _wait_for_checks - D
gptme/tools/subagent.py
F 331:0 _create_subagent_thread - D
gptme/tools/__init__.py
F 132:0 init_tools - D
gptme/tools/tmux.py
F 374:0 execute_tmux - D
gptme/tools/computer.py
F 459:0 computer - D
gptme/tools/autocompact.py
gptme/tools/mcp.py
tests/test_server_v2_auto_stepping.py
F 16:0 test_auto_stepping - E
tests/test_config.py
F 525:0 test_project_config_loaded_from_toml - D
F 558:0 test_project_config_loaded_from_json - D
scripts/check_rst_formatting.py
F 26:0 check_file - E
scripts/gh-pr-view-with-pr-comments.py
M 176:4 PRViewer.get_comments - D
scripts/auto_rename_logs.py
F 32:0 auto_rename_logs - D
Largest Files (>300 SLOC):
1654 gptme/tools/shell.py
1043 tests/test_acp_agent.py
981 tests/test_llm_openai.py
955 gptme/tools/subagent.py
947 gptme/eval/dspy/tasks.py
913 tests/test_tools_shell.py
903 gptme/acp/agent.py
872 gptme/llm/models.py
871 gptme/llm/llm_openai.py
778 gptme/tools/autocompact.py
778 gptme/config.py
771 tests/test_tools_subagent.py
751 tests/test_codeblock.py
737 gptme/server/api_v2_sessions.py
726 tests/test_config.py
712 gptme/cli/util.py
664 tests/test_agent.py
652 gptme/prompts.py
652 gptme/llm/llm_anthropic.py
617 gptme/hooks/workspace_agents.py
617 gptme/cli/main.py
608 gptme/tools/mcp_adapter.py
600 gptme/hooks/__init__.py
596 gptme/server/tasks_api.py
580 tests/test_auto_compact.py
567 gptme/logmanager.py
559 gptme/tools/base.py
541 tests/test_util_gh_mocked.py
506 gptme/tools/computer.py
500 gptme/server/openapi_docs.py
493 gptme/server/api_v2.py
487 gptme/eval/main.py
485 gptme/cli/setup.py
480 gptme/llm/llm_openai_subscription.py
461 gptme/util/context.py
450 tests/test_lessons_parser.py
445 scripts/analyze_compression.py
437 gptme/tools/gh.py
433 gptme/tools/tmux.py
430 gptme/util/prompt.py
422 tests/test_lessons_commands.py
418 scripts/github_bot.py
408 tests/test_tools_computer.py
400 gptme/server/api.py
398 gptme/agent/service.py
394 gptme/eval/dspy/prompt_optimizer.py
389 tests/context/test_task_analyzer.py
380 tests/test_util_cli_mcp.py
379 gptme/cli/doctor.py
377 gptme/chat.py
372 gptme/agent/workspace.py
369 gptme/agent/cli.py
368 gptme/hooks/tests/test_workspace_agents.py
362 gptme/eval/execenv.py
357 gptme/util/_telemetry.py
356 tests/test_profiles.py
355 gptme/eval/run.py
355 gptme/eval/dspy/experiments.py
355 gptme/eval/dspy/cli.py
352 gptme/tools/mcp.py
349 gptme/eval/dspy/metrics.py
348 tests/test_llm_anthropic.py
346 tests/lessons/test_wildcard_matching.py
344 tests/test_integration_phase4.py
343 gptme/hooks/tests/test_elicitation.py
342 gptme/telemetry.py
331 gptme/tools/browser.py
327 tests/test_tools_patch.py
322 gptme/util/gh.py
322 gptme/llm/__init__.py
320 gptme/message.py
316 tests/test_cli.py
315 tests/test_mcp_discovery.py
309 gptme/hooks/tests/test_confirm.py
308 tests/test_lessons_matcher.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@4.0.8
Clone found (python):
- gptme/util/_sound_sounddevice.py [92:5 - 103:67] (11 lines, 101 tokens)
gptme/util/_sound_sounddevice.py [52:5 - 63:27]
Clone found (python):
- gptme/tools/patch.py [317:5 - 331:4] (14 lines, 93 tokens)
gptme/tools/save.py [108:5 - 122:41]
Clone found (python):
- gptme/tools/gh.py [367:9 - 378:30] (11 lines, 92 tokens)
gptme/tools/gh.py [228:9 - 239:12]
Clone found (python):
- gptme/server/tasks_api.py [482:5 - 493:42] (11 lines, 79 tokens)
gptme/server/tasks_api.py [469:26 - 479:5]
Clone found (python):
- gptme/server/api.py [200:5 - 210:43] (10 lines, 76 tokens)
gptme/server/api_v2.py [198:5 - 208:12]
Clone found (python):
- gptme/server/api.py [211:5 - 229:2] (18 lines, 164 tokens)
gptme/server/api_v2.py [208:5 - 226:2]
Clone found (python):
- gptme/server/api.py [266:5 - 286:4] (20 lines, 172 tokens)
gptme/server/api_v2.py [267:5 - 290:4]
Clone found (python):
- gptme/plugins/__init__.py [403:5 - 428:25] (25 lines, 183 tokens)
gptme/util/install.py [14:5 - 39:28]
Clone found (python):
- gptme/llm/validate.py [200:37 - 214:14] (14 lines, 99 tokens)
gptme/llm/validate.py [183:40 - 197:19]
Clone found (python):
- gptme/llm/validate.py [217:29 - 228:45] (11 lines, 93 tokens)
gptme/llm/validate.py [183:40 - 194:45]
Clone found (python):
- gptme/llm/llm_anthropic.py [455:5 - 488:54] (33 lines, 248 tokens)
gptme/llm/llm_anthropic.py [365:5 - 398:20]
Clone found (python):
- gptme/llm/llm_anthropic.py [499:7 - 512:2] (13 lines, 106 tokens)
gptme/llm/llm_anthropic.py [408:7 - 421:69]
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 [244:4 - 256:3] (12 lines, 124 tokens)
gptme/hooks/tests/test_server_elicit.py [261:4 - 273:3]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [105:2 - 120:3] (15 lines, 112 tokens)
gptme/hooks/tests/test_agents_md_inject.py [73:43 - 88:3]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [153:24 - 169:7] (16 lines, 116 tokens)
gptme/hooks/tests/test_agents_md_inject.py [73:43 - 89:9]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [177:11 - 192:4] (15 lines, 104 tokens)
gptme/hooks/tests/test_agents_md_inject.py [73:43 - 87:2]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [203:17 - 219:10] (16 lines, 118 tokens)
gptme/hooks/tests/test_agents_md_inject.py [73:43 - 169:22]
Clone found (python):
- gptme/eval/dspy/cli.py [310:31 - 325:49] (15 lines, 104 tokens)
gptme/eval/dspy/cli.py [78:1 - 93:7]
Clone found (python):
- gptme/eval/dspy/cli.py [417:12 - 433:46] (16 lines, 93 tokens)
gptme/eval/dspy/cli.py [160:9 - 176:41]
Clone found (python):
- gptme/eval/dspy/cli.py [444:13 - 450:15] (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 [173:9 - 195:50] (22 lines, 229 tokens)
gptme/eval/execenv.py [64:8 - 85:6]
Clone found (python):
- gptme/eval/execenv.py [215:13 - 224:64] (9 lines, 109 tokens)
gptme/eval/filestore.py [62:13 - 71:6]
Clone found (python):
- gptme/eval/execenv.py [359:4 - 373:10] (14 lines, 115 tokens)
gptme/eval/execenv.py [130:2 - 144:4]
Clone found (python):
- gptme/eval/execenv.py [436:9 - 460:6] (24 lines, 180 tokens)
gptme/eval/execenv.py [158:9 - 72:3]
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/doctor.py [200:15 - 215:8] (15 lines, 97 tokens)
gptme/cli/doctor.py [178:15 - 193:6]
Clone found (python):
- gptme/acp/client.py [388:5 - 395:14] (7 lines, 139 tokens)
gptme/acp/client.py [238:9 - 245:5]
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 [57:2 - 80:4] (23 lines, 106 tokens)
gptme/util/_telemetry.py [303:5 - 326:7]
Clone found (python):
- gptme/telemetry.py [445:5 - 456:11] (11 lines, 90 tokens)
gptme/telemetry.py [110:9 - 121:10]
┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python │ 233 │ 62077 │ 399310 │ 35 │ 488 (0.79%) │ 4038 (1.01%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css │ 1 │ 173 │ 1045 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1 │ 403 │ 3432 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup │ 2 │ 284 │ 2336 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown │ 7 │ 1234 │ 8782 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash │ 10 │ 603 │ 3191 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ url │ 1 │ 2 │ 16 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 255 │ 64776 │ 418112 │ 35 │ 488 (0.75%) │ 4038 (0.97%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 35 clones.
Detection time:: 4.150s
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