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
284839 | mcp.types
287805 | gptme.tools.mcp_adapter
314256 | openai.types
382810 | openai
455798 | gptme.llm.llm_openai
541731 | gptme.cli.main
743900 | gptme.llm
745986 | gptme.commands
865016 | gptme.chat
919533 | gptme
real 0m2.490s
user 0m1.995s
sys 0m0.302s
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): 2.241 s ± 0.078 s [User: 1.974 s, System: 0.254 s]
Range (min … max): 2.193 s … 2.379 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 214 220 873
gptme/llm/models.py 133 146 860
gptme/config.py 214 216 792
gptme/llm/llm_anthropic.py 148 164 653
gptme/prompts.py 175 251 606
gptme/hooks/__init__.py 170 211 598
gptme/logmanager.py 147 178 592
gptme/tools/base.py 138 165 556
gptme/util/context.py 125 176 481
gptme/llm/llm_openai_subscription.py 129 95 458
gptme/util/prompt.py 103 151 410
gptme/chat.py 69 90 377
gptme/lessons/installer.py 119 135 376
gptme/util/_telemetry.py 106 123 357
gptme/message.py 85 116 342
gptme/telemetry.py 85 54 342
gptme/llm/llm_openai_models.py 4 28 326
gptme/llm/__init__.py 80 81 322
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/lessons/index.py 93 136 229
gptme/util/auto_naming.py 68 78 224
gptme/lessons/hybrid_matcher.py 84 113 214
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 71 109 196
gptme/codeblock.py 34 102 173
gptme/llm/validate.py 30 28 170
gptme/util/__init__.py 34 29 155
gptme/llm/utils.py 54 73 153
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/util/export.py 26 29 111
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/git_worktree.py 25 33 83
gptme/lessons/auto_include.py 31 27 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/cost.py 12 9 47
gptme/util/tokens.py 20 12 44
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/util/useredit.py 11 13 26
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/__main__.py 2 0 12
gptme/__init__.py 1 0 7
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SUM: 4218 4950 15333
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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 214 220 873
gptme/llm/models.py 133 146 860
gptme/llm/llm_anthropic.py 148 164 653
gptme/llm/llm_openai_subscription.py 129 95 458
gptme/llm/llm_openai_models.py 4 28 326
gptme/llm/__init__.py 80 81 322
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: 839 893 3942
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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 329 439 1543
gptme/tools/subagent.py 241 473 946
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 138 165 556
gptme/tools/computer.py 155 223 450
gptme/tools/gh.py 93 134 352
gptme/tools/tmux.py 95 171 346
gptme/tools/mcp.py 104 105 336
gptme/tools/chats.py 80 92 297
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 95 258
gptme/tools/__init__.py 84 67 253
gptme/plugins/__init__.py 84 119 248
gptme/tools/lessons.py 92 105 246
gptme/tools/todo.py 95 109 232
gptme/tools/python.py 72 84 220
gptme/hooks/elicitation.py 90 132 213
gptme/tools/precommit.py 64 87 194
gptme/tools/morph.py 43 47 185
gptme/hooks/cli_confirm.py 52 54 168
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/tools/read.py 32 25 144
gptme/hooks/token_awareness.py 44 50 142
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/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/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/tools/youtube.py 10 1 26
gptme/hooks/auto_confirm.py 11 9 24
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SUM: 4078 5170 13483
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make[2]: Leaving directory '/home/runner/work/gptme/gptme'
LoC Server#
$ make cloc-server
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/server --by-file --hide-rate --quiet | tail -n +2
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File blank comment code
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gptme/server/api_v2_sessions.py 246 265 1041
gptme/server/tasks_api.py 171 110 596
gptme/server/api_v2.py 110 72 494
gptme/server/openapi_docs.py 182 142 484
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/acp_session_runtime.py 34 30 159
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
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SUM: 1187 1055 4651
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make[2]: Leaving directory '/home/runner/work/gptme/gptme'
LoC Tests#
$ make cloc-tests
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc tests --by-file --hide-rate --quiet | tail -n +2
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tests/test_acp_agent.py 311 178 1043
tests/test_llm_openai.py 268 170 978
tests/test_tools_subagent.py 312 163 900
tests/test_tools_shell.py 248 393 717
tests/test_agent.py 199 110 665
tests/test_acp_session_runtime.py 207 67 596
tests/test_config.py 161 284 583
tests/test_auto_compact.py 227 189 543
tests/test_util_gh_mocked.py 106 92 534
tests/test_doctor.py 142 90 486
tests/test_lessons_commands.py 157 82 422
tests/test_tools_computer.py 159 93 396
tests/test_codeblock.py 261 613 393
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 30 356
tests/test_llm_anthropic.py 64 26 348
tests/test_integration_phase4.py 67 54 344
tests/test_cli.py 96 71 339
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/test_workspace_agents.py 137 57 296
tests/conftest.py 83 75 293
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_hybrid_lessons.py 71 32 263
tests/test_skill_installer.py 80 40 259
tests/test_context_selector.py 83 45 254
tests/test_lessons_integration.py 97 66 252
tests/test_complete.py 56 40 241
tests/test_cost_display.py 27 20 241
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_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_plugins.py 82 70 203
tests/test_context.py 91 62 199
tests/test_tool_use.py 37 43 198
tests/test_execenv.py 52 42 187
tests/test_logmanager.py 56 50 187
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_chats_clean.py 46 18 175
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_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_chats_export.py 48 17 166
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_llm_models.py 59 38 156
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/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_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_tools_read.py 30 14 98
tests/test_chats_rename.py 42 17 96
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/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_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_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_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_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_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: 9419 7374 27838
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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
-------------------------------------------------------------------------------------
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/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/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/acp_session_runtime.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/installer.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_acp_session_runtime.py tests/test_lesson_selector_integration.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/benchmark_context_selector.py tests/test_pdf_to_images.py tests/test_setup_completions.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_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_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/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/demo_capture.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/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
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
tests/test_eval.py 10 8 57
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/hooks/cwd_changed.py 15 11 54
gptme/util/output_storage.py 26 36 54
scripts/describe_api.py 28 25 54
gptme/hooks/markdown_validation.py 36 41 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 48
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
gptme/util/tokens.py 20 12 44
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_cli_confirm_hook.py 24 20 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_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
gptme/util/useredit.py 11 13 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
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 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/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: 23614 22997 79181
-----------------------------------------------------------------------------------------------------
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: 399
Total blocks: 5506
Average complexity: 4.089175444969125
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 836:0 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 741:0 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/acp/agent.py
M 518:4 GptmeAgent.new_session - D
gptme/config.py
M 916:4 Config.mcp - D
gptme/server/api_v2_sessions.py
F 654:0 step - E
F 1115:0 api_conversation_step - D
gptme/server/tasks_api.py
F 358:0 get_git_status - D
gptme/server/openapi_docs.py
F 557:0 _convert_to_openapi_nullable - D
gptme/lessons/index.py
M 96:4 LessonIndex._default_dirs - D
gptme/lessons/installer.py
F 239:0 install_skill - E
gptme/codeblock.py
gptme/llm/llm_anthropic.py
gptme/llm/models.py
F 645:0 get_model - E
gptme/llm/__init__.py
F 238:0 _reply_stream - D
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 180:0 _looks_like_diff - 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 660:0 _resource_to_codeblock - E
F 447:0 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
F 298:0 conversation_stats - E
gptme/tools/shell.py
M 963:4 ShellSession._read_output_unix - E
F 2086:0 _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 1943:0 execute_shell - D
gptme/tools/gh.py
F 57:0 _wait_for_checks - D
gptme/tools/subagent.py
F 336:0 _create_subagent_thread - D
F 767:0 subagent - D
gptme/tools/__init__.py
F 132:0 init_tools - D
gptme/tools/tmux.py
F 374:0 execute_tmux - D
gptme/tools/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 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/gh-pr-view-with-pr-comments.py
M 176:4 PRViewer.get_comments - D
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):
1654 gptme/tools/shell.py
1074 gptme/tools/subagent.py
1043 tests/test_acp_agent.py
1041 gptme/server/api_v2_sessions.py
1006 gptme/cli/util.py
981 tests/test_llm_openai.py
947 gptme/eval/dspy/tasks.py
925 tests/test_tools_shell.py
903 gptme/acp/agent.py
900 tests/test_tools_subagent.py
879 gptme/llm/models.py
874 gptme/llm/llm_openai.py
803 tests/test_config.py
794 gptme/config.py
778 gptme/tools/autocompact.py
743 tests/test_codeblock.py
665 tests/test_agent.py
664 gptme/prompts.py
655 gptme/llm/llm_anthropic.py
646 gptme/cli/main.py
627 gptme/cli/doctor.py
617 gptme/hooks/workspace_agents.py
608 gptme/tools/mcp_adapter.py
600 gptme/hooks/__init__.py
596 tests/test_acp_session_runtime.py
596 gptme/server/tasks_api.py
595 gptme/logmanager.py
582 gptme/cli/setup.py
580 tests/test_auto_compact.py
562 gptme/tools/base.py
543 gptme/eval/suites/basic.py
541 tests/test_util_gh_mocked.py
508 gptme/server/openapi_docs.py
506 gptme/tools/computer.py
496 gptme/util/context.py
494 gptme/server/api_v2.py
487 gptme/eval/main.py
486 tests/test_doctor.py
484 tests/test_lessons_parser.py
480 gptme/llm/llm_openai_subscription.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
422 tests/test_lessons_commands.py
421 gptme/eval/dspy/prompt_optimizer.py
418 scripts/github_bot.py
408 tests/test_tools_computer.py
400 gptme/server/api.py
398 gptme/agent/service.py
393 gptme/lessons/installer.py
389 tests/context/test_task_analyzer.py
387 gptme/agent/doctor.py
380 tests/test_util_cli_mcp.py
377 gptme/chat.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
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
352 gptme/tools/mcp.py
350 gptme/eval/dspy/metrics.py
349 gptme/message.py
348 tests/test_llm_anthropic.py
348 tests/test_cli.py
347 gptme/llm/llm_openai_models.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
338 tests/test_lessons_index.py
334 tests/test_message.py
331 gptme/tools/browser.py
327 tests/test_tools_patch.py
322 gptme/util/gh.py
322 gptme/llm/__init__.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
302 gptme/tools/chats.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 [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.py [200:5 - 210:43] (10 lines, 76 tokens)
gptme/server/api_v2.py [199:5 - 209:12]
Clone found (python):
- gptme/server/api.py [211:5 - 229:2] (18 lines, 164 tokens)
gptme/server/api_v2.py [209:5 - 227:2]
Clone found (python):
- gptme/server/api.py [266:5 - 286:4] (20 lines, 172 tokens)
gptme/server/api_v2.py [268:5 - 291:4]
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 [460:5 - 493:54] (33 lines, 248 tokens)
gptme/llm/llm_anthropic.py [370:5 - 403:20]
Clone found (python):
- gptme/llm/llm_anthropic.py [504:7 - 517:2] (13 lines, 106 tokens)
gptme/llm/llm_anthropic.py [413:7 - 426:69]
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 [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 [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 [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 │ 239 │ 65886 │ 424503 │ 35 │ 492 (0.75%) │ 4052 (0.95%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ 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 │ 11 │ 641 │ 3359 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ url │ 1 │ 2 │ 16 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 262 │ 68623 │ 443473 │ 35 │ 492 (0.72%) │ 4052 (0.91%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 35 clones.
Detection time:: 4.787s
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