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
273408 | mcp.types
275577 | gptme.tools.mcp_adapter
308495 | openai.types
374911 | openai
439592 | gptme.llm.llm_openai
535239 | gptme.cli.main
704140 | gptme.llm
705985 | gptme.commands
728416 | gptme.chat
778327 | gptme
real 0m2.110s
user 0m1.858s
sys 0m0.266s
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): 2.174 s ± 0.102 s [User: 1.923 s, System: 0.211 s]
Range (min … max): 2.106 s … 2.349 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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File blank comment code
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gptme/llm/llm_openai.py 214 220 873
gptme/llm/models.py 144 163 842
gptme/llm/llm_anthropic.py 149 185 677
gptme/tools/base.py 138 178 573
gptme/llm/llm_openai_subscription.py 136 116 517
gptme/lessons/installer.py 146 165 495
gptme/util/context.py 126 176 483
gptme/util/prompt.py 103 151 410
gptme/chat.py 68 92 395
gptme/llm/__init__.py 83 117 357
gptme/util/_telemetry.py 106 123 357
gptme/message.py 85 116 342
gptme/telemetry.py 85 54 342
gptme/util/gh.py 66 86 305
gptme/info.py 85 70 292
gptme/tools/__init__.py 84 69 264
gptme/plugins/__init__.py 84 119 248
gptme/lessons/index.py 93 136 229
gptme/util/auto_naming.py 68 78 224
gptme/codeblock.py 37 142 221
gptme/lessons/hybrid_matcher.py 84 113 214
gptme/lessons/commands.py 91 48 213
gptme/lessons/parser.py 73 114 206
gptme/profiles.py 64 67 205
gptme/util/_sound_sounddevice.py 52 46 204
gptme/util/sound.py 65 72 200
gptme/llm/llm_openai_models.py 6 25 193
gptme/hooks/__init__.py 21 42 185
gptme/llm/validate.py 30 28 170
gptme/util/__init__.py 34 29 155
gptme/llm/utils.py 54 73 153
gptme/llm/llm_openai_models_deprecated.py 5 13 151
gptme/util/cost_display.py 39 31 148
gptme/util/reduce.py 45 42 147
gptme/util/tool_format.py 45 72 139
gptme/llm/llm_gptme.py 47 58 127
gptme/util/clipboard.py 22 12 118
gptme/init.py 27 31 117
gptme/util/export.py 26 29 111
gptme/util/cost_tracker.py 43 62 109
gptme/dirs.py 42 31 102
gptme/lessons/matcher.py 35 47 102
gptme/util/ask_execute.py 25 40 89
gptme/util/tree.py 21 15 87
gptme/util/git_worktree.py 25 33 83
gptme/lessons/auto_include.py 31 27 78
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/__version__.py 15 11 64
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 51
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/install.py 13 25 30
gptme/util/content.py 18 24 29
gptme/util/useredit.py 11 13 26
gptme/constants.py 17 19 25
gptme/executor.py 18 26 24
gptme/util/interrupt.py 13 15 23
gptme/lessons/__init__.py 7 15 18
gptme/__main__.py 2 0 12
gptme/__init__.py 1 0 7
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SUM: 3587 4376 13250
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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 214 220 873
gptme/llm/models.py 144 163 842
gptme/llm/llm_anthropic.py 149 185 677
gptme/llm/llm_openai_subscription.py 136 116 517
gptme/llm/__init__.py 83 117 357
gptme/llm/llm_openai_models.py 6 25 193
gptme/llm/validate.py 30 28 170
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
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SUM: 873 1009 4130
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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 195 300 1092
gptme/tools/subagent.py 161 347 639
gptme/hooks/workspace_agents.py 147 102 616
gptme/tools/mcp_adapter.py 206 210 608
gptme/tools/base.py 138 178 573
gptme/tools/computer.py 155 223 450
gptme/hooks/registry.py 88 78 381
gptme/tools/browser.py 137 180 372
gptme/tools/chats.py 85 97 367
gptme/tools/gh.py 93 134 352
gptme/tools/tmux.py 95 171 346
gptme/tools/mcp.py 102 103 336
gptme/tools/subagent_execution.py 87 117 308
gptme/tools/_browser_playwright.py 85 39 293
gptme/tools/shell_background.py 65 36 268
gptme/tools/shell_validation.py 88 119 268
gptme/tools/__init__.py 84 69 264
gptme/tools/save.py 57 58 261
gptme/tools/patch.py 62 95 258
gptme/plugins/__init__.py 84 119 248
gptme/tools/lessons.py 92 105 246
gptme/tools/todo.py 95 109 232
gptme/tools/precommit.py 70 97 226
gptme/tools/python.py 72 84 220
gptme/hooks/elicitation.py 90 132 213
gptme/hooks/__init__.py 21 42 185
gptme/tools/morph.py 43 47 185
gptme/tools/_browser_thread.py 27 12 156
gptme/hooks/cli_confirm.py 50 54 152
gptme/tools/restart.py 51 81 150
gptme/tools/rag.py 62 74 146
gptme/tools/form.py 38 55 145
gptme/tools/read.py 32 25 144
gptme/hooks/token_awareness.py 44 50 142
gptme/hooks/types.py 74 111 139
gptme/tools/elicit.py 36 109 135
gptme/hooks/cost_awareness.py 45 56 133
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/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/hooks/time_awareness.py 29 31 84
gptme/tools/autocommit.py 37 58 75
gptme/tools/screenshot.py 25 29 69
gptme/tools/vision.py 20 13 62
gptme/hooks/agents_md_inject.py 23 31 61
gptme/tools/_browser_perplexity.py 22 16 60
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/hooks/auto_confirm.py 11 9 24
-------------------------------------------------------------------------------------
SUM: 3798 4802 12831
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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/session_step.py 143 172 605
gptme/server/tasks_api.py 171 110 596
gptme/server/api_v2.py 118 87 504
gptme/server/openapi_docs.py 183 142 496
gptme/server/api_v2_sessions.py 82 84 398
gptme/server/static/main.js 37 52 345
gptme/server/static/index.html 11 17 178
gptme/server/workspace_api.py 57 55 173
gptme/server/acp_session_runtime.py 34 30 161
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/session_models.py 38 41 116
gptme/server/api_v2_common.py 64 44 102
gptme/server/static/computer.html 1 1 90
gptme/server/api_v2_agents.py 24 15 89
gptme/server/app.py 23 21 55
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
gptme/server/constants.py 1 3 1
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SUM: 1148 1041 4451
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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_acp_agent.py 321 184 1074
tests/test_llm_openai.py 268 170 978
tests/test_tools_subagent.py 308 161 907
tests/test_tools_shell.py 251 397 729
tests/test_agent.py 199 110 665
tests/test_acp_session_runtime.py 206 67 596
tests/test_config.py 161 284 585
tests/test_auto_compact.py 227 189 543
tests/test_llm_utils.py 159 101 538
tests/test_util_gh_mocked.py 106 92 534
tests/test_doctor.py 142 90 486
tests/test_skill_installer.py 138 154 459
tests/test_lessons_commands.py 157 82 422
tests/test_codeblock.py 283 717 404
tests/test_tools_computer.py 159 93 396
tests/context/test_task_analyzer.py 119 58 389
tests/test_util_cli_mcp.py 89 45 380
tests/test_lessons_parser.py 162 188 365
tests/test_profiles.py 84 30 354
tests/test_llm_anthropic.py 64 28 352
tests/test_cli.py 96 71 341
tests/test_lessons_index.py 113 97 329
tests/test_message.py 119 110 323
tests/test_agent_doctor.py 72 34 318
tests/test_mcp_discovery.py 97 39 315
tests/conftest.py 83 82 296
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_execenv.py 70 51 268
tests/test_hybrid_lessons.py 71 32 263
tests/test_tools.py 113 59 259
tests/test_context_selector.py 83 45 254
tests/test_lessons_integration.py 97 66 252
tests/test_eval_claude_code.py 66 27 251
tests/test_prompt_tools.py 57 30 249
tests/test_complete.py 56 40 241
tests/test_cost_display.py 27 20 241
tests/test_server_v2.py 71 40 235
tests/test_auto_naming.py 69 45 232
tests/test_hooks.py 114 46 232
tests/test_llm_models.py 83 62 230
tests/test_chat.py 107 129 217
tests/test_lessons_tool.py 62 34 216
tests/test_autocompact_scoring.py 86 39 208
tests/test_mcp.py 58 45 207
tests/test_plugins.py 82 70 203
tests/test_context.py 91 62 199
tests/test_tool_use.py 37 43 198
tests/test_chats_clean.py 46 18 191
tests/test_logmanager.py 56 50 188
tests/test_chats_stats.py 63 27 184
tests/test_agents_md_inject.py 37 29 181
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_server_v2_hooks.py 71 52 175
tests/test_tools_todo.py 81 65 173
tests/test_util_cli.py 55 32 173
tests/test_chats_export.py 48 17 172
tests/test_acp_types.py 35 12 171
tests/test_tools_elicit.py 50 25 167
tests/test_tree.py 59 37 167
tests/test_eval.py 36 46 166
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_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_browser.py 66 31 153
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_server.py 54 39 147
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_shell_allowlist_autoconfirm.py 38 36 142
tests/test_dspy_integration.py 54 32 139
tests/test_server_elicitation.py 47 17 137
tests/test_tools_save.py 35 25 129
tests/test_acp_adapter.py 42 33 128
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_prompt.py 36 36 120
tests/test_integration_phase4.py 22 19 119
tests/test_util_clipboard_paste.py 27 14 117
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_chats_rename.py 42 17 112
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_command_completion.py 33 23 100
tests/test_tools_read.py 30 14 98
tests/test_util_gh.py 44 37 97
tests/test_session.py 40 21 95
tests/test_llm_openai_subscription.py 22 8 91
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_server_v2_auto_stepping.py 20 22 87
tests/test_server_auth.py 40 19 84
tests/test_prompts.py 35 30 82
tests/context/test_adaptive_compressor.py 35 23 80
tests/test_prompt_skills_summary.py 44 44 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_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_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_onboard.py 11 10 41
tests/test_xml_format.py 19 68 41
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
tests/test_util_export.py 20 11 36
tests/test_message_command.py 13 12 35
tests/test_cli_confirm_hook.py 24 20 34
tests/test_tools_rag.py 15 8 34
tests/test_shell_for_loop_issue724.py 16 24 33
tests/test_telemetry.py 20 15 28
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_setup_completions.py 9 6 22
tests/test_tools_shell_multiline.py 7 19 19
tests/test_screenshot.py 9 6 15
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SUM: 9806 7804 29005
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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 77 67 586
gptme/eval/execenv.py 81 133 487
gptme/eval/run.py 58 55 396
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
-------------------------------------------------------------------------------------
SUM: 263 306 1603
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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/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/tbench/__init__.py gptme/eval/tbench/agent.py gptme/eval/tbench/run.py gptme/eval/types.py gptme/eval/suites/browser.py gptme/eval/suites/practical5.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical4.py gptme/eval/suites/basic.py gptme/eval/suites/practical8.py gptme/eval/suites/practical7.py gptme/eval/suites/__init__.py gptme/eval/suites/practical.py gptme/eval/suites/practical6.py gptme/eval/suites/practical2.py gptme/eval/suites/practical3.py gptme/eval/agents/__init__.py gptme/eval/agents/swebench.py gptme/eval/agents/claude_code.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/prompts/skills.py gptme/prompts/chat_history.py gptme/prompts/__init__.py gptme/prompts/templates.py gptme/prompts/context_cmd.py gptme/prompts/workspace.py gptme/cli/wut.py gptme/cli/main.py gptme/cli/doctor.py gptme/cli/setup.py gptme/cli/onboard.py gptme/cli/cmd_mcp.py gptme/cli/__init__.py gptme/cli/util.py gptme/cli/cmd_skills.py gptme/cli/auth.py gptme/cli/cmd_chats.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/config/core.py gptme/config/project.py gptme/config/models.py gptme/config/cli_setup.py gptme/config/__init__.py gptme/config/user.py gptme/config/chat.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/server/api_v2_sessions.py gptme/server/workspace_api.py gptme/server/session_models.py gptme/server/__init__.py gptme/server/cli.py gptme/server/acp_session_runtime.py gptme/server/api_v2_common.py gptme/server/client.py gptme/server/tasks_api.py gptme/server/app.py gptme/server/auth.py gptme/server/openapi_docs.py gptme/server/constants.py gptme/server/api_v2.py gptme/server/session_step.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/installer.py gptme/lessons/matcher.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/commands.py gptme/lessons/hybrid_matcher.py gptme/message.py gptme/codeblock.py gptme/__version__.py gptme/session.py gptme/llm/llm_anthropic.py gptme/llm/llm_openai_models_deprecated.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_anthropic_models_deprecated.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/types.py gptme/hooks/form_autodetect.py gptme/hooks/elicitation.py gptme/hooks/cache_awareness.py gptme/hooks/registry.py gptme/hooks/server_confirm.py gptme/hooks/confirm.py gptme/plugins/__init__.py gptme/constants.py gptme/executor.py gptme/profiles.py gptme/logmanager/__init__.py gptme/logmanager/manager.py gptme/logmanager/conversations.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/context_dedup.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/python.py gptme/tools/gh.py gptme/tools/subagent.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/subagent_execution.py gptme/tools/_browser_thread.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/hook.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/handlers.py gptme/tools/shell_validation.py gptme/tools/vision.py gptme/tools/shell_background.py gptme/tools/screenshot.py gptme/tools/computer.py gptme/tools/form.py gptme/tools/choice.py gptme/tools/mcp.py tests/test_server_elicitation.py tests/test_tools_form.py tests/test_acp_session_runtime.py tests/test_active_context.py tests/test_lessons_tool.py tests/test_demo_capture.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_skill_installer.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/test_llm_openai_subscription.py tests/test_pdf_to_images.py tests/test_setup_completions.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_util_context_dedup.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_cli_confirm_hook.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_eval_claude_code.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_chats_rename.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_chats_export.py tests/test_chats_stats.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_chats_clean.py tests/test_cost_tracker.py tests/test_server_v2.py scripts/analyze_compression.py scripts/check_rst_formatting.py scripts/github_bot.py scripts/demo_capture.py scripts/auto_rename_logs.py scripts/train/collect.py --by-file --hide-rate --quiet | tail -n +2
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scripts/train/collect.py 35 52 104
gptme/dirs.py 42 31 102
gptme/lessons/matcher.py 35 47 102
gptme/server/api_v2_common.py 64 44 102
tests/test_git_worktree.py 31 19 102
tests/test_llm_validate.py 25 19 102
gptme/hooks/active_context.py 25 23 100
tests/test_command_completion.py 33 23 100
tests/test_tools_read.py 30 14 98
tests/test_util_gh.py 44 37 97
tests/test_session.py 40 21 95
gptme/prompts/chat_history.py 34 27 91
tests/test_llm_openai_subscription.py 22 8 91
tests/test_tools_choice.py 47 24 91
gptme/acp/types.py 25 13 90
tests/test_agent_memory.py 26 17 90
tests/test_browser_lynx.py 35 15 90
gptme/server/api_v2_agents.py 24 15 89
gptme/util/ask_execute.py 25 40 89
gptme/util/tree.py 21 15 87
tests/test_server_v2_auto_stepping.py 20 22 87
gptme/tools/autocompact/decision.py 34 48 86
gptme/hooks/time_awareness.py 29 31 84
tests/test_server_auth.py 40 19 84
gptme/util/git_worktree.py 25 33 83
tests/test_prompts.py 35 30 82
gptme/eval/tbench/run.py 16 12 81
gptme/commands/__init__.py 14 21 80
gptme/eval/swebench/main.py 13 4 80
gptme/eval/swebench/utils.py 19 0 80
tests/context/test_adaptive_compressor.py 35 23 80
tests/test_prompt_skills_summary.py 44 44 80
gptme/eval/swe_extra/run_swe_extra.py 16 14 79
gptme/lessons/auto_include.py 31 27 78
tests/test_util.py 42 85 78
gptme/context/compress.py 63 131 76
gptme/tools/autocommit.py 37 58 75
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
gptme/hooks/tests/test_cwd_awareness.py 13 12 74
tests/test_custom_providers.py 32 44 74
tests/test_shell_issue772.py 48 47 73
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/session.py 39 64 70
gptme/config/project.py 23 28 69
gptme/context/selector/llm_based.py 32 38 69
gptme/tools/screenshot.py 25 29 69
gptme/util/generate_name.py 5 6 69
tests/test_hooks_form_autodetect.py 22 34 68
gptme/prompts/context_cmd.py 11 9 67
tests/test_tools_form.py 22 19 67
gptme/eval/swe_extra/swe_bench_constants.py 9 9 66
gptme/util/master_context.py 28 38 66
gptme/eval/tbench/agent.py 20 24 65
gptme/__version__.py 15 11 64
gptme/config/__init__.py 6 15 63
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/tools/vision.py 20 13 62
gptme/util/_sound_cmd.py 22 17 62
gptme/hooks/agents_md_inject.py 23 31 61
gptme/tools/_browser_perplexity.py 22 16 60
gptme/util/tokens.py 20 20 60
tests/test_shell_output_mixing_issue408.py 25 29 60
gptme/context/selector/rule_based.py 20 13 59
gptme/util/uri.py 29 42 59
tests/test_server_client.py 33 26 59
gptme/eval/types.py 22 19 58
gptme/prompts/skills.py 16 10 58
gptme/eval/dspy/signatures.py 19 21 56
gptme/tools/_browser_lynx.py 12 13 56
tests/test_chat_history.py 14 12 56
gptme/context/selector/file_integration.py 13 10 55
gptme/server/app.py 23 21 55
gptme/tools/autocompact/handlers.py 19 9 55
gptme/hooks/cwd_changed.py 15 11 54
gptme/util/output_storage.py 26 36 54
gptme/util/context_dedup.py 41 93 53
gptme/hooks/markdown_validation.py 36 41 51
gptme/util/terminal.py 28 23 51
tests/test_tools_chats.py 16 13 51
tests/test_server_v2_sse.py 15 13 50
gptme/eval/swebench/info.py 8 3 49
gptme/eval/suites/__init__.py 9 4 47
gptme/util/cost.py 12 9 47
tests/test_dspy_gepa.py 18 9 46
tests/test_demo_capture.py 19 9 45
tests/test_util_generate_name.py 17 10 45
tests/test_pdf_to_images.py 13 13 43
gptme/context/selector/file_config.py 10 8 41
tests/test_onboard.py 11 10 41
tests/test_xml_format.py 19 68 41
gptme/util/file_storage.py 30 47 40
gptme/context/selector/hybrid.py 14 16 39
gptme/util/keyword_matching.py 35 66 39
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
gptme/tools/autocompact/__init__.py 3 12 37
gptme/logmanager/__init__.py 3 9 36
tests/test_util_export.py 20 11 36
tests/test_message_command.py 13 12 35
gptme/cli/wut.py 13 12 34
tests/test_cli_confirm_hook.py 24 20 34
tests/test_tools_rag.py 15 8 34
gptme/hooks/test.py 12 5 33
tests/test_shell_for_loop_issue724.py 16 24 33
gptme/hooks/tests/test_auto_confirm.py 12 4 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
gptme/util/useredit.py 11 13 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
tests/test_tool_loading_duplicate.py 16 15 24
gptme/context/selector/base.py 14 23 23
gptme/util/interrupt.py 13 15 23
tests/test_setup_completions.py 9 6 22
gptme/acp/__init__.py 5 13 21
gptme/context/__init__.py 3 8 21
gptme/context/selector/config.py 8 8 21
gptme/agent/__init__.py 3 6 19
gptme/context/config.py 12 25 19
gptme/context/selector/__init__.py 6 13 19
tests/test_tools_shell_multiline.py 7 19 19
gptme/lessons/__init__.py 7 15 18
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/eval/tbench/__init__.py 13 22 8
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: 24273 23913 82356
-----------------------------------------------------------------------------------------------------
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: 423
Total blocks: 5713
Average complexity: 4.061088744967618
Most Complex Functions (D+):
gptme/context/selector/file_selector.py
gptme/context/selector/rule_based.py
M 27:4 RuleBasedSelector.select - D
gptme/eval/dspy/hybrid_optimizer.py
C 239:0 TaskComplexity - D
M 283:4 TaskComplexity.analyze - D
gptme/eval/main.py
gptme/info.py
F 333:0 format_version_info - D
gptme/prompts/chat_history.py
F 20:0 prompt_chat_history - E
gptme/prompts/__init__.py
F 100:0 get_prompt - D
gptme/prompts/workspace.py
gptme/cli/main.py
gptme/cli/cmd_skills.py
F 17:0 skills_list - D
gptme/agent/doctor.py
F 337:0 check_lessons - E
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/config/core.py
M 61:4 Config.mcp - D
gptme/config/cli_setup.py
gptme/acp/agent.py
M 521:4 GptmeAgent.new_session - D
M 951:4 GptmeAgent.prompt - D
gptme/server/api_v2_sessions.py
F 197:0 api_conversation_step - D
gptme/server/tasks_api.py
F 358:0 get_git_status - D
gptme/server/openapi_docs.py
F 570:0 _convert_to_openapi_nullable - D
gptme/server/session_step.py
F 493:0 step - E
gptme/lessons/index.py
M 96:4 LessonIndex._default_dirs - D
gptme/lessons/parser.py
F 257:0 parse_lesson - D
gptme/lessons/installer.py
F 239:0 install_skill - E
F 506:0 check_dependencies - D
gptme/codeblock.py
gptme/llm/llm_anthropic.py
gptme/llm/llm_openai_subscription.py
F 578:0 stream - D
gptme/llm/models.py
F 662:0 get_model - E
gptme/llm/__init__.py
F 251:0 _reply_stream - E
gptme/llm/llm_openai.py
F 209:0 init - D
F 937:0 _transform_msgs_for_special_provider - D
F 608:0 stream - 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/plugins/__init__.py
F 145:0 _load_plugin - D
gptme/logmanager/conversations.py
F 71:0 get_conversations - D
gptme/chat.py
F 278:0 _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 659:0 _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/chats.py
gptme/tools/shell.py
F 1344:0 _shorten_stdout - E
M 681:4 ShellSession._read_output_unix - E
M 522:4 ShellSession._read_output_windows - D
M 389:4 ShellSession._run_pipe - D
F 1201:0 execute_shell - D
gptme/tools/gh.py
F 57:0 _wait_for_checks - D
gptme/tools/subagent.py
F 266:0 subagent - D
gptme/tools/__init__.py
F 132:0 init_tools - D
gptme/tools/tmux.py
F 374:0 execute_tmux - D
gptme/tools/subagent_execution.py
F 97:0 _create_subagent_thread - D
gptme/tools/autocompact/engine.py
gptme/tools/shell_background.py
M 54:4 BackgroundJob._read_output - D
gptme/tools/computer.py
F 459:0 computer - D
gptme/tools/mcp.py
tests/test_server_v2_auto_stepping.py
F 16:0 test_auto_stepping - E
tests/test_config.py
F 533:0 test_project_config_loaded_from_toml - D
F 570:0 test_project_config_loaded_from_json - D
scripts/check_rst_formatting.py
F 26:0 check_file - E
scripts/demo_capture.py
F 485:0 main - D
scripts/auto_rename_logs.py
F 32:0 auto_rename_logs - D
Largest Files (>300 SLOC):
1181 gptme/tools/shell.py
1074 tests/test_acp_agent.py
983 gptme/acp/agent.py
981 tests/test_llm_openai.py
947 gptme/eval/dspy/tasks.py
937 tests/test_tools_shell.py
907 tests/test_tools_subagent.py
874 gptme/llm/llm_openai.py
868 gptme/llm/models.py
824 tests/test_codeblock.py
805 tests/test_config.py
757 gptme/tools/subagent.py
715 gptme/eval/suites/basic.py
679 gptme/llm/llm_anthropic.py
665 tests/test_agent.py
627 gptme/cli/doctor.py
624 gptme/cli/main.py
617 gptme/hooks/workspace_agents.py
608 gptme/tools/mcp_adapter.py
605 gptme/server/session_step.py
596 tests/test_acp_session_runtime.py
596 gptme/server/tasks_api.py
588 gptme/eval/main.py
582 gptme/cli/setup.py
580 tests/test_auto_compact.py
579 gptme/tools/base.py
573 tests/test_skill_installer.py
541 tests/test_util_gh_mocked.py
539 gptme/llm/llm_openai_subscription.py
538 tests/test_llm_utils.py
520 gptme/server/openapi_docs.py
513 gptme/lessons/installer.py
506 gptme/tools/computer.py
504 gptme/server/api_v2.py
499 gptme/eval/execenv.py
498 gptme/util/context.py
486 tests/test_doctor.py
484 tests/test_lessons_parser.py
482 gptme/logmanager/manager.py
462 gptme/tools/gh.py
451 scripts/demo_capture.py
445 scripts/analyze_compression.py
433 gptme/tools/tmux.py
430 gptme/util/prompt.py
426 gptme/tools/browser.py
422 tests/test_lessons_commands.py
421 gptme/eval/dspy/prompt_optimizer.py
418 scripts/github_bot.py
412 gptme/cli/util.py
408 tests/test_tools_computer.py
401 gptme/server/api_v2_sessions.py
398 gptme/agent/service.py
397 gptme/eval/run.py
395 gptme/chat.py
389 tests/context/test_task_analyzer.py
387 gptme/agent/doctor.py
381 gptme/hooks/registry.py
380 tests/test_util_cli_mcp.py
373 gptme/tools/chats.py
372 gptme/agent/workspace.py
369 gptme/agent/cli.py
368 gptme/hooks/tests/test_workspace_agents.py
364 gptme/eval/dspy/cli.py
357 gptme/util/_telemetry.py
357 gptme/llm/__init__.py
355 gptme/eval/dspy/experiments.py
354 tests/test_profiles.py
353 tests/test_llm_anthropic.py
350 tests/test_cli.py
350 gptme/tools/mcp.py
350 gptme/eval/dspy/metrics.py
349 gptme/message.py
346 tests/lessons/test_wildcard_matching.py
343 gptme/hooks/tests/test_elicitation.py
342 gptme/telemetry.py
338 tests/test_lessons_index.py
334 tests/test_message.py
327 tests/test_tools_patch.py
326 gptme/eval/suites/practical.py
322 gptme/util/gh.py
318 tests/test_agent_doctor.py
315 tests/test_mcp_discovery.py
309 gptme/hooks/tests/test_confirm.py
308 tests/test_lessons_matcher.py
308 gptme/tools/subagent_execution.py
303 gptme/tools/_browser_playwright.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/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 [87:9 - 95:2] (8 lines, 84 tokens)
gptme/tools/shell_background.py [69:4 - 77:16]
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 [318:5 - 332:4] (14 lines, 93 tokens)
gptme/tools/save.py [108:5 - 122:41]
Clone found (python):
- gptme/tools/gh.py [371:9 - 386:6] (15 lines, 106 tokens)
gptme/tools/gh.py [306:5 - 321:10]
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_v2_sessions.py [539:5 - 549:3] (10 lines, 98 tokens)
gptme/server/api_v2_sessions.py [199:5 - 209:7]
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/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 [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]
Clone found (python):
- 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 [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 [363:4 - 377:10] (14 lines, 115 tokens)
gptme/eval/execenv.py [130:2 - 144:4]
Clone found (python):
- gptme/eval/execenv.py [440:9 - 464:6] (24 lines, 180 tokens)
gptme/eval/execenv.py [158:9 - 72:3]
Clone found (python):
- gptme/eval/execenv.py [544:5 - 564:5] (20 lines, 118 tokens)
gptme/eval/execenv.py [324:5 - 344:5]
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/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 [554:5 - 561:17] (7 lines, 79 tokens)
gptme/cli/util.py [521:9 - 528:10]
Clone found (python):
- gptme/cli/doctor.py [202:15 - 217:8] (15 lines, 97 tokens)
gptme/cli/doctor.py [180:15 - 195:6]
Clone found (python):
- gptme/acp/client.py [427:5 - 434:14] (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 │ 267 │ 74289 │ 475339 │ 38 │ 482 (0.65%) │ 4000 (0.84%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css │ 1 │ 173 │ 1045 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1 │ 433 │ 3693 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup │ 2 │ 296 │ 2478 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown │ 7 │ 1234 │ 8782 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash │ 11 │ 641 │ 3359 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ url │ 1 │ 2 │ 16 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 290 │ 77068 │ 494712 │ 38 │ 482 (0.63%) │ 4000 (0.81%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 38 clones.
Detection time:: 4.876s
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