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
259720 | mcp.types
262155 | gptme.tools.mcp_adapter
328364 | openai.types
398965 | openai
420032 | gptme.cli.main
473363 | gptme.llm.llm_openai
754431 | gptme.llm
756525 | gptme.commands
863750 | gptme.chat
1341580 | gptme
real 0m2.226s
user 0m1.819s
sys 0m0.289s
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): 2.139 s ± 0.042 s [User: 1.912 s, System: 0.222 s]
Range (min … max): 2.096 s … 2.202 s 5 runs
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 203 197 826
gptme/config.py 206 201 755
gptme/llm/models.py 122 126 700
gptme/llm/llm_anthropic.py 147 163 656
gptme/hooks/__init__.py 160 201 544
gptme/prompts.py 157 202 531
gptme/logmanager.py 132 158 518
gptme/tools/base.py 131 141 510
gptme/util/context.py 115 170 435
gptme/chat.py 69 95 378
gptme/util/_telemetry.py 106 123 360
gptme/telemetry.py 85 54 342
gptme/util/prompt.py 83 114 337
gptme/llm/__init__.py 76 74 307
gptme/util/gh.py 66 86 305
gptme/message.py 66 90 304
gptme/plugins/__init__.py 83 116 248
gptme/tools/__init__.py 67 51 227
gptme/lessons/commands.py 91 48 213
gptme/util/_sound_sounddevice.py 52 52 208
gptme/lessons/index.py 90 126 205
gptme/util/sound.py 65 72 200
gptme/util/auto_naming.py 59 70 199
gptme/lessons/parser.py 70 108 192
gptme/llm/validate.py 29 27 173
gptme/llm/llm_openai_models.py 2 11 169
gptme/codeblock.py 37 92 168
gptme/llm/utils.py 54 73 153
gptme/util/cost_display.py 39 31 145
gptme/util/__init__.py 31 22 140
gptme/lessons/hybrid_matcher.py 53 79 132
gptme/util/cost_tracker.py 44 62 112
gptme/init.py 24 28 102
gptme/lessons/matcher.py 35 47 102
gptme/util/tree.py 21 13 91
gptme/lessons/matcher_enhanced.py 26 40 88
gptme/util/ask_execute.py 25 40 88
gptme/util/export.py 17 25 86
gptme/dirs.py 33 23 83
gptme/lessons/auto_include.py 31 26 79
gptme/util/reduce.py 24 35 76
gptme/util/generate_name.py 5 6 69
gptme/util/master_context.py 28 38 66
gptme/session.py 39 63 65
gptme/__version__.py 15 11 64
gptme/util/_sound_cmd.py 22 17 64
gptme/util/uri.py 29 42 59
gptme/util/output_storage.py 26 36 58
gptme/util/tokens.py 22 16 44
gptme/util/cost.py 12 20 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/clipboard.py 8 2 35
gptme/util/terminal.py 23 21 34
gptme/util/install.py 13 24 31
gptme/util/content.py 18 24 29
gptme/constants.py 17 19 25
gptme/executor.py 17 26 24
gptme/lessons/__init__.py 7 15 24
gptme/util/useredit.py 12 13 21
gptme/util/interrupt.py 13 18 20
gptme/__init__.py 1 1 9
gptme/__main__.py 1 0 3
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SUM: 3449 4068 12432
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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 203 197 826
gptme/llm/models.py 122 126 700
gptme/llm/llm_anthropic.py 147 163 656
gptme/llm/__init__.py 76 74 307
gptme/llm/validate.py 29 27 173
gptme/llm/llm_openai_models.py 2 11 169
gptme/llm/utils.py 54 73 153
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SUM: 633 671 2984
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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 286 359 1159
gptme/tools/autocompact.py 210 297 707
gptme/tools/subagent.py 182 371 587
gptme/hooks/__init__.py 160 201 544
gptme/tools/base.py 131 141 510
gptme/tools/mcp_adapter.py 160 164 505
gptme/tools/computer.py 151 219 437
gptme/tools/gh.py 85 93 348
gptme/tools/tmux.py 95 159 330
gptme/tools/mcp.py 99 102 310
gptme/tools/_browser_playwright.py 87 33 287
gptme/tools/tts.py 119 132 284
gptme/tools/browser.py 108 163 280
gptme/tools/patch.py 62 89 259
gptme/tools/save.py 56 56 252
gptme/plugins/__init__.py 83 116 248
gptme/tools/lessons.py 92 105 243
gptme/tools/todo.py 95 97 236
gptme/tools/__init__.py 67 51 227
gptme/tools/precommit.py 64 87 189
gptme/tools/morph.py 43 42 174
gptme/tools/python.py 56 50 171
gptme/tools/restart.py 51 81 171
gptme/tools/_browser_thread.py 27 12 157
gptme/tools/form.py 38 43 145
gptme/tools/rag.py 62 74 145
gptme/tools/chats.py 43 49 142
gptme/hooks/token_awareness.py 44 51 141
gptme/hooks/cli_confirm.py 40 37 135
gptme/hooks/cost_awareness.py 45 56 133
gptme/hooks/cache_awareness.py 95 138 128
gptme/hooks/form_autodetect.py 48 65 126
gptme/hooks/server_confirm.py 51 58 122
gptme/tools/complete.py 34 42 115
gptme/hooks/confirm.py 54 88 114
gptme/tools/choice.py 31 25 105
gptme/tools/parallel.py 29 37 86
gptme/tools/_browser_perplexity.py 25 22 85
gptme/hooks/time_awareness.py 29 31 83
gptme/tools/autocommit.py 37 59 75
gptme/hooks/active_context.py 21 22 61
gptme/tools/screenshot.py 22 28 59
gptme/tools/vision.py 20 13 57
gptme/hooks/cwd_tracking.py 18 25 51
gptme/hooks/markdown_validation.py 36 41 51
gptme/tools/_browser_lynx.py 13 18 40
gptme/hooks/test.py 12 5 33
gptme/tools/youtube.py 10 1 26
gptme/hooks/auto_confirm.py 11 9 24
gptme/tools/read.py 6 8 13
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SUM: 3443 4265 10910
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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
------------------------------------------------------------------------------------
File blank comment code
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gptme/server/api_v2_sessions.py 162 167 685
gptme/server/tasks_api.py 171 110 597
gptme/server/openapi_docs.py 180 141 462
gptme/server/api_v2.py 101 65 436
gptme/server/api.py 98 100 398
gptme/server/static/main.js 35 45 316
gptme/server/workspace_api.py 57 55 173
gptme/server/static/index.html 11 15 148
gptme/server/static/style.css 27 4 143
gptme/server/cli.py 26 17 139
gptme/server/client.py 60 78 139
gptme/server/auth.py 45 69 121
gptme/server/api_v2_agents.py 24 15 90
gptme/server/static/computer.html 1 1 90
gptme/server/api_v2_common.py 49 24 74
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
gptme/server/exceptions.py 5 8 2
gptme/server/constants.py 1 3 1
------------------------------------------------------------------------------------
SUM: 1056 920 4020
------------------------------------------------------------------------------------
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_llm_openai.py 223 125 810
tests/test_tools_shell.py 235 375 680
tests/test_agent.py 179 90 562
tests/test_util_gh_mocked.py 106 92 534
tests/test_config.py 143 267 516
tests/test_tools_subagent.py 197 115 515
tests/test_auto_compact.py 205 180 434
tests/test_lessons_commands.py 157 82 422
tests/context/test_task_analyzer.py 119 58 389
tests/test_util_cli_mcp.py 89 45 380
tests/test_llm_anthropic.py 64 26 348
tests/test_codeblock.py 225 538 342
tests/test_lessons_parser.py 152 176 338
tests/test_integration_phase4.py 66 54 331
tests/test_mcp_discovery.py 97 39 315
tests/test_cli.py 84 60 305
tests/test_lessons_matcher.py 89 80 288
tests/lessons/test_wildcard_matching.py 114 125 287
tests/test_lessons_index.py 96 77 280
tests/test_context_selector.py 83 45 254
tests/test_lessons_integration.py 97 66 252
tests/conftest.py 79 70 250
tests/test_complete.py 56 40 241
tests/test_hooks.py 114 46 232
tests/test_server_v2.py 69 34 229
tests/test_doctor.py 82 55 226
tests/test_lessons_tool.py 62 34 212
tests/test_mcp.py 58 45 207
tests/test_message.py 83 86 204
tests/test_plugins.py 82 70 203
tests/test_mcp_adapter.py 64 37 189
tests/test_auto_naming.py 54 41 186
tests/test_execenv.py 52 42 185
tests/test_dspy_hybrid.py 65 45 179
tests/test_server_v2_hooks.py 71 52 175
tests/test_context.py 80 55 168
tests/test_tools_todo.py 75 61 162
tests/test_tools_patch.py 85 203 156
tests/test_tools_time_awareness.py 52 34 155
tests/test_uri.py 54 30 155
tests/test_cost_tracker.py 21 24 154
tests/test_master_context.py 39 24 147
tests/test_file_selector_integration.py 50 23 145
tests/test_tree.py 54 29 142
tests/test_tool_use.py 12 19 140
tests/test_dspy_integration.py 54 32 139
tests/test_tools_tmux.py 64 60 139
tests/test_lesson_selector_integration.py 45 25 138
tests/test_dspy_basic.py 49 31 132
tests/benchmark_context_selector.py 32 26 130
tests/test_tools_token_awareness.py 59 47 126
tests/test_server.py 42 27 122
tests/test_prompt.py 36 36 120
tests/test_lessons_status.py 67 96 113
tests/test_tools_save.py 29 23 113
tests/test_cost_awareness_delayed_warning.py 42 32 108
tests/test_server_v2_tool_confirmation.py 32 32 107
tests/test_util_cli.py 35 28 105
tests/test_tools_tts.py 50 58 101
tests/test_session.py 40 21 93
tests/test_llm_models.py 34 26 92
tests/test_tools_computer.py 36 27 91
tests/test_llm_validate.py 25 19 90
tests/test_parallel.py 27 17 89
tests/test_util_gh.py 39 28 89
tests/test_prompts.py 37 35 87
tests/test_server_v2_auto_stepping.py 20 22 87
tests/test_browser.py 40 35 85
tests/test_server_auth.py 40 19 84
tests/context/test_adaptive_compressor.py 35 23 80
tests/test_prompt_tools.py 5 4 77
tests/test_tools.py 45 6 76
tests/test_markdown_validation.py 43 34 75
tests/test_shell_issue729.py 50 52 75
tests/test_shell_issue772.py 48 47 73
tests/test_command_completion.py 23 14 71
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_chat_history.py 14 12 56
tests/test_server_v2_sse.py 15 13 50
tests/test_custom_providers.py 23 32 49
tests/test_eval.py 9 9 49
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_dspy_gepa.py 18 9 39
tests/test_prompt_skills_summary.py 24 22 39
tests/test_reduce.py 11 2 39
tests/test_tools_python.py 28 3 38
tests/test_utils.py 14 17 38
tests/test_util.py 28 51 37
tests/test_message_command.py 13 12 35
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_chat.py 16 28 28
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_logmanager.py 8 5 18
tests/test_screenshot.py 9 6 15
tests/test_tools_chats.py 2 0 15
tests/test_browser_lynx.py 7 4 12
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SUM: 6061 5415 17342
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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 72 45 461
gptme/eval/execenv.py 54 96 351
gptme/eval/run.py 58 51 350
gptme/eval/agents.py 22 11 121
gptme/eval/filestore.py 11 8 63
gptme/eval/types.py 15 12 40
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: 246 247 1399
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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/agents.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/cost.py gptme/eval/execenv.py gptme/eval/run.py gptme/eval/__main__.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/agent/service.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/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/exceptions.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/models.py gptme/llm/llm_openai_models.py gptme/llm/utils.py gptme/llm/__init__.py gptme/llm/validate.py gptme/llm/llm_openai.py gptme/hooks/auto_confirm.py gptme/hooks/test.py gptme/hooks/time_awareness.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/token_awareness.py gptme/hooks/cli_confirm.py gptme/hooks/markdown_validation.py gptme/hooks/__init__.py gptme/hooks/cwd_tracking.py gptme/hooks/active_context.py gptme/hooks/cost_awareness.py gptme/hooks/form_autodetect.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/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/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/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/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/parallel.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_tools_form.py tests/test_lesson_selector_integration.py tests/test_lessons_tool.py tests/test_telemetry.py tests/test_prompt.py tests/test_server_v2_sse.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_server_auth.py tests/test_tool_use.py tests/test_reduce.py tests/test_tools_todo.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_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_auto_compact.py tests/test_llm_openai.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_hybrid_lessons.py tests/test_tool_loading_duplicate.py tests/test_uri.py tests/test_onboard.py tests/test_tools_rag.py tests/test_cli.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_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_command_completion.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_parallel.py tests/test_lessons_parser.py tests/test_browser_lynx.py tests/test_server.py tests/test_server_v2_hooks.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_mcp_discovery.py tests/test_lessons_matcher.py tests/test_tools_token_awareness.py tests/test_shell_for_loop_issue724.py tests/test_tools_save.py tests/test_tools_shell_multiline.py tests/test_tools.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_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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File blank comment code
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gptme/tools/shell.py 286 359 1159
gptme/llm/llm_openai.py 203 197 826
tests/test_llm_openai.py 223 125 810
gptme/config.py 206 201 755
gptme/tools/autocompact.py 210 297 707
gptme/llm/models.py 122 126 700
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tests/test_tools_shell.py 235 375 680
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tests/test_lessons_commands.py 157 82 422
scripts/github_bot.py 84 79 409
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gptme/server/api.py 98 100 398
gptme/acp/agent.py 87 125 397
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tests/test_util_cli_mcp.py 89 45 380
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gptme/cli/doctor.py 70 55 373
gptme/util/_telemetry.py 106 123 360
gptme/eval/dspy/cli.py 73 57 355
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gptme/util/gh.py 66 86 305
tests/test_cli.py 84 60 305
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tests/test_lessons_matcher.py 89 80 288
gptme/tools/_browser_playwright.py 87 33 287
tests/lessons/test_wildcard_matching.py 114 125 287
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gptme/tools/tts.py 119 132 284
gptme/tools/browser.py 108 163 280
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gptme/mcp/client.py 87 91 269
gptme/tools/patch.py 62 89 259
tests/test_context_selector.py 83 45 254
gptme/tools/save.py 56 56 252
tests/test_lessons_integration.py 97 66 252
tests/conftest.py 79 70 250
gptme/plugins/__init__.py 83 116 248
gptme/tools/lessons.py 92 105 243
gptme/agent/workspace.py 110 183 241
tests/test_complete.py 56 40 241
gptme/context/task_analyzer.py 100 124 237
gptme/tools/todo.py 95 97 236
gptme/commands/meta.py 54 20 232
gptme/context/adaptive_compressor.py 76 130 232
tests/test_hooks.py 114 46 232
tests/test_server_v2.py 69 34 229
gptme/tools/__init__.py 67 51 227
tests/test_doctor.py 82 55 226
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tests/test_lessons_tool.py 62 34 212
gptme/util/_sound_sounddevice.py 52 52 208
tests/test_mcp.py 58 45 207
gptme/lessons/index.py 90 126 205
tests/test_message.py 83 86 204
tests/test_plugins.py 82 70 203
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gptme/util/auto_naming.py 59 70 199
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gptme/tools/precommit.py 64 87 189
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gptme/cli/onboard.py 61 52 188
tests/test_auto_naming.py 54 41 186
tests/test_execenv.py 52 42 185
gptme/context/selector/file_selector.py 51 71 184
tests/test_dspy_hybrid.py 65 45 179
scripts/reduce_context.py 59 72 177
tests/test_server_v2_hooks.py 71 52 175
gptme/tools/morph.py 43 42 174
gptme/llm/validate.py 29 27 173
gptme/server/workspace_api.py 57 55 173
gptme/tools/python.py 56 50 171
gptme/tools/restart.py 51 81 171
gptme/llm/llm_openai_models.py 2 11 169
gptme/codeblock.py 37 92 168
tests/test_context.py 80 55 168
gptme/commands/session.py 57 47 164
tests/test_tools_todo.py 75 61 162
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tests/test_tools_patch.py 85 203 156
tests/test_tools_time_awareness.py 52 34 155
tests/test_uri.py 54 30 155
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gptme/llm/utils.py 54 73 153
scripts/check_rst_formatting.py 41 52 147
tests/test_master_context.py 39 24 147
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gptme/tools/rag.py 62 74 145
gptme/util/cost_display.py 39 31 145
tests/test_file_selector_integration.py 50 23 145
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tests/test_tree.py 54 29 142
gptme/hooks/token_awareness.py 44 51 141
gptme/util/__init__.py 31 22 140
tests/test_tool_use.py 12 19 140
gptme/server/cli.py 26 17 139
gptme/server/client.py 60 78 139
tests/test_dspy_integration.py 54 32 139
tests/test_tools_tmux.py 64 60 139
tests/test_lesson_selector_integration.py 45 25 138
gptme/hooks/cli_confirm.py 40 37 135
gptme/hooks/cost_awareness.py 45 56 133
gptme/lessons/hybrid_matcher.py 53 79 132
tests/test_dspy_basic.py 49 31 132
tests/benchmark_context_selector.py 32 26 130
gptme/hooks/cache_awareness.py 95 138 128
gptme/commands/llm.py 38 36 127
gptme/hooks/form_autodetect.py 48 65 126
tests/test_tools_token_awareness.py 59 47 126
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gptme/hooks/server_confirm.py 51 58 122
tests/test_server.py 42 27 122
gptme/eval/agents.py 22 11 121
gptme/server/auth.py 45 69 121
tests/test_prompt.py 36 36 120
gptme/commands/export.py 31 21 119
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scripts/auto_rename_logs.py 34 23 115
gptme/hooks/confirm.py 54 88 114
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tests/test_cost_awareness_delayed_warning.py 42 32 108
scripts/gpt_todoer.py 47 25 107
scripts/train/collect.py 35 52 107
tests/test_server_v2_tool_confirmation.py 32 32 107
gptme/tools/choice.py 31 25 105
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gptme/commands/base.py 46 51 104
gptme/init.py 24 28 102
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tests/test_tools_tts.py 50 58 101
tests/test_session.py 40 21 93
tests/test_llm_models.py 34 26 92
gptme/acp/types.py 25 13 91
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tests/test_tools_computer.py 36 27 91
gptme/server/api_v2_agents.py 24 15 90
tests/test_llm_validate.py 25 19 90
tests/test_parallel.py 27 17 89
tests/test_util_gh.py 39 28 89
gptme/lessons/matcher_enhanced.py 26 40 88
gptme/util/ask_execute.py 25 40 88
tests/test_prompts.py 37 35 87
tests/test_server_v2_auto_stepping.py 20 22 87
gptme/tools/parallel.py 29 37 86
gptme/util/export.py 17 25 86
gptme/tools/_browser_perplexity.py 25 22 85
scripts/treeofthoughts.py 28 29 85
tests/test_browser.py 40 35 85
tests/test_server_auth.py 40 19 84
gptme/dirs.py 33 23 83
gptme/hooks/time_awareness.py 29 31 83
scripts/convert_convo.py 34 54 82
tests/context/test_adaptive_compressor.py 35 23 80
gptme/lessons/auto_include.py 31 26 79
gptme/commands/__init__.py 14 21 77
tests/test_prompt_tools.py 5 4 77
gptme/context/compress.py 63 131 76
gptme/util/reduce.py 24 35 76
tests/test_tools.py 45 6 76
gptme/tools/autocommit.py 37 59 75
tests/test_markdown_validation.py 43 34 75
tests/test_shell_issue729.py 50 52 75
gptme/server/api_v2_common.py 49 24 74
tests/test_shell_issue772.py 48 47 73
tests/test_command_completion.py 23 14 71
gptme/context/selector/llm_based.py 32 38 69
gptme/eval/suites/basic.py 17 0 69
gptme/util/generate_name.py 5 6 69
tests/test_hooks_form_autodetect.py 22 34 68
tests/test_tools_form.py 22 19 67
gptme/util/master_context.py 28 38 66
gptme/session.py 39 63 65
gptme/__version__.py 15 11 64
gptme/util/_sound_cmd.py 22 17 64
gptme/eval/filestore.py 11 8 63
gptme/lessons/skills/python-repl/python_helpers.py 28 26 63
gptme/eval/suites/init_projects.py 21 1 62
gptme/hooks/active_context.py 21 22 61
tests/test_shell_output_mixing_issue408.py 25 29 60
gptme/context/selector/rule_based.py 20 13 59
gptme/tools/screenshot.py 22 28 59
gptme/util/uri.py 29 42 59
tests/test_server_client.py 33 26 59
gptme/util/output_storage.py 26 36 58
gptme/tools/vision.py 20 13 57
gptme/eval/dspy/signatures.py 19 21 56
tests/test_chat_history.py 14 12 56
gptme/context/selector/file_integration.py 13 10 55
scripts/describe_api.py 28 25 54
gptme/hooks/cwd_tracking.py 18 25 51
gptme/hooks/markdown_validation.py 36 41 51
tests/test_server_v2_sse.py 15 13 50
tests/test_custom_providers.py 23 32 49
tests/test_eval.py 9 9 49
gptme/acp/adapter.py 30 36 44
gptme/util/tokens.py 22 16 44
gptme/util/cost.py 12 20 43
tests/test_pdf_to_images.py 13 13 43
gptme/context/selector/file_config.py 13 11 42
tests/test_onboard.py 11 10 41
gptme/eval/types.py 15 12 40
gptme/lessons/selector_config.py 18 20 40
gptme/tools/_browser_lynx.py 13 18 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_dspy_gepa.py 18 9 39
tests/test_prompt_skills_summary.py 24 22 39
tests/test_reduce.py 11 2 39
tests/test_tools_python.py 28 3 38
tests/test_utils.py 14 17 38
tests/test_util.py 28 51 37
gptme/util/clipboard.py 8 2 35
tests/test_message_command.py 13 12 35
gptme/util/terminal.py 23 21 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/acp/__main__.py 14 9 32
scripts/list_user_messages.py 10 9 32
gptme/cli/wut.py 13 12 31
gptme/util/install.py 13 24 31
gptme/util/content.py 18 24 29
tests/test_chat.py 16 28 28
tests/test_telemetry.py 20 15 28
gptme/context/selector/base.py 14 23 27
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/constants.py 17 19 25
gptme/executor.py 17 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/__init__.py 3 8 21
gptme/context/config.py 12 26 21
gptme/context/selector/config.py 8 8 21
gptme/util/useredit.py 12 13 21
gptme/util/interrupt.py 13 18 20
gptme/agent/__init__.py 3 6 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/acp/__init__.py 5 8 18
tests/test_logmanager.py 8 5 18
gptme/eval/suites/browser.py 5 0 17
gptme/cli/__init__.py 10 13 15
tests/test_screenshot.py 9 6 15
tests/test_tools_chats.py 2 0 15
gptme/mcp/__init__.py 1 0 14
gptme/tools/read.py 6 8 13
tests/test_browser_lynx.py 7 4 12
gptme/__init__.py 1 1 9
gptme/eval/dspy/__init__.py 6 6 7
gptme/eval/cost.py 12 24 6
gptme/eval/__init__.py 1 0 4
gptme/__main__.py 1 0 3
gptme/eval/__main__.py 1 0 3
gptme/eval/dspy/__main__.py 3 5 3
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
gptme/server/exceptions.py 5 8 2
gptme/server/constants.py 1 3 1
-----------------------------------------------------------------------------------------------------
SUM: 17001 17925 55133
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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: 314
Total blocks: 3494
Average complexity: 4.35174585002862
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 483:0 prompt_workspace - E
F 694:0 prompt_chat_history - E
F 51:0 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 326:0 main - D
gptme/cli/main.py
gptme/telemetry.py
F 286:0 record_llm_request - E
gptme/commands/meta.py
F 136:0 cmd_plugin - E
gptme/config.py
F 1034:0 setup_config_from_cli - E
M 906:4 Config.mcp - D
gptme/server/api_v2_sessions.py
F 244:0 step - E
gptme/server/tasks_api.py
F 358:0 get_git_status - D
gptme/server/openapi_docs.py
F 533:0 _convert_to_openapi_nullable - D
gptme/lessons/index.py
M 97:4 LessonIndex._default_dirs - D
gptme/codeblock.py
F 87:0 _extract_codeblocks - E
gptme/llm/llm_anthropic.py
gptme/llm/models.py
F 514:0 get_model - D
gptme/llm/__init__.py
F 209:0 _reply_stream - D
gptme/llm/llm_openai.py
F 205:0 init - D
F 857:0 _transform_msgs_for_special_provider - D
F 591:0 stream - D
gptme/hooks/token_awareness.py
F 88:0 add_token_usage_warning - D
gptme/hooks/__init__.py
M 377:4 HookRegistry.trigger - D
gptme/plugins/__init__.py
F 141:0 _load_plugin - D
gptme/util/gh.py
gptme/util/context.py
F 600:0 _resource_to_codeblock - E
F 437:0 include_paths - D
gptme/util/prompt.py
M 296:4 GptmeCompleter.get_completions - D
gptme/tools/lessons.py
F 189:0 auto_include_lessons_hook - D
gptme/tools/shell.py
F 1584:0 _shorten_stdout - D
F 1444:0 execute_shell - D
gptme/tools/gh.py
F 57:0 _wait_for_checks - D
gptme/tools/tmux.py
F 365:0 execute_tmux - D
gptme/tools/computer.py
F 434:0 computer - D
gptme/tools/autocompact.py
gptme/tools/mcp.py
F 77:0 execute_mcp - E
tests/test_server_v2_auto_stepping.py
F 16:0 test_auto_stepping - E
tests/test_config.py
F 541:0 test_project_config_loaded_from_toml - D
F 574:0 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 175:4 PRViewer.get_comments - D
scripts/auto_rename_logs.py
F 32:0 auto_rename_logs - D
Largest Files (>300 SLOC):
1241 gptme/tools/shell.py
947 gptme/eval/dspy/tasks.py
888 tests/test_tools_shell.py
827 gptme/llm/llm_openai.py
812 tests/test_llm_openai.py
757 gptme/config.py
729 tests/test_config.py
725 gptme/tools/autocompact.py
712 gptme/llm/models.py
700 gptme/tools/subagent.py
685 gptme/server/api_v2_sessions.py
658 gptme/llm/llm_anthropic.py
657 tests/test_codeblock.py
597 gptme/server/tasks_api.py
579 gptme/prompts.py
576 gptme/cli/main.py
562 tests/test_agent.py
546 gptme/hooks/__init__.py
541 tests/test_util_gh_mocked.py
521 gptme/logmanager.py
516 gptme/tools/base.py
515 tests/test_tools_subagent.py
505 gptme/tools/mcp_adapter.py
500 gptme/cli/util.py
493 gptme/tools/computer.py
487 gptme/cli/setup.py
486 gptme/server/openapi_docs.py
471 tests/test_auto_compact.py
463 gptme/eval/main.py
450 gptme/util/context.py
448 tests/test_lessons_parser.py
445 scripts/analyze_compression.py
436 gptme/server/api_v2.py
422 tests/test_lessons_commands.py
418 scripts/github_bot.py
409 gptme/tools/gh.py
405 gptme/tools/tmux.py
399 gptme/server/api.py
399 gptme/eval/dspy/prompt_optimizer.py
398 gptme/agent/service.py
397 gptme/acp/agent.py
389 tests/context/test_task_analyzer.py
380 tests/test_util_cli_mcp.py
378 gptme/chat.py
373 gptme/cli/doctor.py
363 gptme/eval/execenv.py
360 gptme/util/_telemetry.py
357 gptme/util/prompt.py
357 gptme/eval/dspy/experiments.py
355 gptme/eval/dspy/cli.py
351 gptme/eval/run.py
349 gptme/eval/dspy/metrics.py
348 tests/test_llm_anthropic.py
346 tests/lessons/test_wildcard_matching.py
342 gptme/telemetry.py
337 gptme/agent/cli.py
333 gptme/tools/browser.py
331 tests/test_integration_phase4.py
327 tests/test_tools_patch.py
326 gptme/tools/mcp.py
322 gptme/util/gh.py
315 tests/test_mcp_discovery.py
314 tests/test_cli.py
310 gptme/message.py
309 gptme/hooks/tests/test_confirm.py
308 tests/test_lessons_matcher.py
307 gptme/llm/__init__.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 [95:5 - 106:67] (11 lines, 101 tokens)
gptme/util/_sound_sounddevice.py [55:5 - 66:27]
Clone found (python):
- gptme/tools/patch.py [313:5 - 327:4] (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 [201:5 - 211:43] (10 lines, 83 tokens)
gptme/server/api_v2.py [195:5 - 205:12]
Clone found (python):
- gptme/server/api.py [212:5 - 228:2] (16 lines, 157 tokens)
gptme/server/api_v2.py [205:5 - 221:2]
Clone found (python):
- gptme/server/api.py [265:5 - 285:4] (20 lines, 172 tokens)
gptme/server/api_v2.py [262:5 - 285:4]
Clone found (python):
- gptme/plugins/__init__.py [399:5 - 424:25] (25 lines, 183 tokens)
gptme/util/install.py [14:5 - 39:28]
Clone found (python):
- gptme/llm/validate.py [199:37 - 214:14] (15 lines, 103 tokens)
gptme/llm/validate.py [181:40 - 196:19]
Clone found (python):
- gptme/llm/validate.py [217:29 - 229:45] (12 lines, 97 tokens)
gptme/llm/validate.py [181:40 - 193:45]
Clone found (python):
- gptme/llm/models.py [643:6 - 654:7] (11 lines, 82 tokens)
gptme/llm/models.py [574:11 - 585:38]
Clone found (python):
- gptme/llm/llm_anthropic.py [457:5 - 490:54] (33 lines, 248 tokens)
gptme/llm/llm_anthropic.py [367:5 - 400:20]
Clone found (python):
- gptme/llm/llm_anthropic.py [501:7 - 514:2] (13 lines, 110 tokens)
gptme/llm/llm_anthropic.py [410:7 - 423:69]
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/execenv.py [174:9 - 196:50] (22 lines, 229 tokens)
gptme/eval/execenv.py [65:8 - 86:6]
Clone found (python):
- gptme/eval/execenv.py [216:13 - 225:64] (9 lines, 109 tokens)
gptme/eval/filestore.py [62:13 - 71:6]
Clone found (python):
- gptme/eval/execenv.py [360:4 - 374:10] (14 lines, 115 tokens)
gptme/eval/execenv.py [131:2 - 145:4]
Clone found (python):
- gptme/eval/execenv.py [437:9 - 461:6] (24 lines, 180 tokens)
gptme/eval/execenv.py [159:9 - 73:3]
Clone found (python):
- gptme/commands/meta.py [208:9 - 217:7] (9 lines, 90 tokens)
gptme/commands/meta.py [159:9 - 168:6]
Clone found (python):
- gptme/cli/doctor.py [178:15 - 193:8] (15 lines, 97 tokens)
gptme/cli/doctor.py [156:15 - 171:6]
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 [306:5 - 329:7]
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 │ 200 │ 53768 │ 340010 │ 27 │ 397 (0.74%) │ 3172 (0.93%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css │ 1 │ 173 │ 1045 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1 │ 395 │ 3314 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup │ 2 │ 264 │ 2183 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown │ 7 │ 1231 │ 8776 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash │ 9 │ 335 │ 1587 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ url │ 1 │ 2 │ 16 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 221 │ 56168 │ 356931 │ 27 │ 397 (0.71%) │ 3172 (0.89%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 27 clones.
Detection time:: 3.846s
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