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
140855 | bashlex
221531 | gptme.config
227244 | gptme.llm
251049 | mcp.client.session
272173 | gptme.commands
314908 | gptme.chat
383727 | mcp
383757 | mcp.types
402845 | gptme.tools.mcp_adapter
1342031 | gptme.cli.main
real 0m2.195s
user 0m1.850s
sys 0m0.230s
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): 3.127 s ± 0.131 s [User: 2.683 s, System: 0.717 s]
Range (min … max): 2.985 s … 3.304 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 273 294 1357
gptme/util/gh.py 217 245 1161
gptme/llm/llm_anthropic.py 208 287 883
gptme/llm/__init__.py 118 218 622
gptme/tools/base.py 141 185 603
gptme/util/context.py 140 207 593
gptme/lessons/installer.py 146 165 495
gptme/llm/llm_openai_subscription.py 123 92 476
gptme/chat.py 74 100 438
gptme/util/prompt.py 102 151 410
gptme/message.py 110 147 407
gptme/util/_telemetry.py 113 159 403
gptme/telemetry.py 93 55 394
gptme/lessons/index.py 117 128 385
gptme/util/cost_display.py 64 65 324
gptme/checkpoint.py 79 49 320
gptme/tools/__init__.py 89 69 311
gptme/info.py 84 70 293
gptme/llm/openai_responses.py 63 10 269
gptme/plugins/__init__.py 85 119 256
gptme/llm/llm_openai_models.py 6 33 248
gptme/codeblock.py 37 143 247
gptme/profiles.py 64 67 233
gptme/util/auto_naming.py 68 78 224
gptme/lessons/hybrid_matcher.py 87 123 223
gptme/lessons/parser.py 73 117 222
gptme/lessons/commands.py 91 48 219
gptme/util/_sound_sounddevice.py 57 50 218
gptme/init.py 40 58 214
gptme/workspace_snapshot.py 37 41 207
gptme/util/sound.py 65 72 200
gptme/hooks/__init__.py 20 42 197
gptme/util/reduce.py 54 63 190
gptme/llm/validate.py 30 29 174
gptme/circuit_breaker.py 49 72 171
gptme/llm/utils.py 56 84 159
gptme/util/__init__.py 34 29 155
gptme/llm/llm_openai_models_deprecated.py 5 13 151
gptme/util/tool_format.py 48 75 151
gptme/util/clipboard.py 22 12 147
gptme/lessons/auto_include.py 50 59 139
gptme/llm/llm_gptme.py 51 64 133
gptme/util/cost_tracker.py 46 69 114
gptme/util/export.py 26 29 111
gptme/dirs.py 45 35 107
gptme/lessons/matcher.py 35 47 103
gptme/util/ask_execute.py 25 40 89
gptme/util/tree.py 21 15 87
gptme/util/git_worktree.py 25 33 83
gptme/__version__.py 17 5 82
gptme/util/context_savings.py 20 6 77
gptme/prompt_queue.py 30 5 73
gptme/util/output_storage.py 29 37 71
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/session.py 39 64 70
gptme/util/generate_name.py 5 6 69
gptme/util/master_context.py 28 38 66
gptme/util/_sound_cmd.py 22 17 62
gptme/util/tokens.py 20 20 60
gptme/util/uri.py 29 42 59
gptme/credentials.py 16 7 53
gptme/util/context_dedup.py 41 93 53
gptme/util/terminal.py 28 23 53
gptme/llm/provider_plugins.py 39 35 48
gptme/util/cost.py 12 9 47
gptme/util/file_storage.py 30 47 40
gptme/util/keyword_matching.py 35 66 39
gptme/util/content.py 18 24 30
gptme/util/install.py 13 25 30
gptme/__init__.py 8 3 27
gptme/constants.py 19 25 27
gptme/util/useredit.py 11 13 26
gptme/executor.py 18 26 24
gptme/util/interrupt.py 13 15 23
gptme/util/conversation_ids.py 7 4 22
gptme/lessons/__init__.py 7 15 18
gptme/__main__.py 2 0 12
gptme/llm/constants.py 2 6 5
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SUM: 4269 5142 16652
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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 273 294 1357
gptme/llm/llm_anthropic.py 208 287 883
gptme/llm/__init__.py 118 218 622
gptme/llm/llm_openai_subscription.py 123 92 476
gptme/llm/openai_responses.py 63 10 269
gptme/llm/llm_openai_models.py 6 33 248
gptme/llm/validate.py 30 29 174
gptme/llm/utils.py 56 84 159
gptme/llm/llm_openai_models_deprecated.py 5 13 151
gptme/llm/llm_gptme.py 51 64 133
gptme/llm/llm_anthropic_models_deprecated.py 5 11 70
gptme/llm/provider_plugins.py 39 35 48
gptme/llm/constants.py 2 6 5
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SUM: 979 1176 4595
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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 248 327 1333
gptme/hooks/workspace_agents.py 228 127 1177
gptme/tools/mcp_adapter.py 209 215 612
gptme/tools/base.py 141 185 603
gptme/tools/computer.py 172 233 603
gptme/tools/browser.py 191 272 592
gptme/tools/gh.py 117 128 523
gptme/tools/_browser_playwright.py 140 105 518
gptme/hooks/registry.py 100 82 492
gptme/tools/computer_transport.py 122 79 466
gptme/tools/chats.py 91 117 427
gptme/tools/tmux.py 98 170 398
gptme/tools/mcp.py 102 103 337
gptme/tools/__init__.py 89 69 311
gptme/tools/python.py 85 98 288
gptme/tools/lessons.py 106 115 278
gptme/tools/save.py 63 63 274
gptme/tools/shell_validation.py 88 121 273
gptme/tools/patch.py 63 95 270
gptme/tools/shell_background.py 65 36 270
gptme/plugins/__init__.py 85 119 256
gptme/tools/complete.py 70 87 256
gptme/tools/patch_many.py 56 62 243
gptme/tools/todo.py 95 104 232
gptme/tools/precommit.py 70 96 229
gptme/hooks/aw_watcher_agent.py 49 21 217
gptme/hooks/elicitation.py 90 132 213
gptme/hooks/cost_awareness.py 65 73 205
gptme/hooks/auto_snapshots.py 51 66 201
gptme/hooks/__init__.py 20 42 197
gptme/tools/morph.py 43 49 185
gptme/tools/read.py 41 49 177
gptme/tools/_browser_thread.py 32 10 171
gptme/hooks/cache_awareness.py 118 186 168
gptme/hooks/types.py 91 127 155
gptme/hooks/cli_confirm.py 50 54 152
gptme/tools/rag.py 63 78 151
gptme/tools/restart.py 53 83 150
gptme/hooks/token_awareness.py 47 46 146
gptme/tools/form.py 42 64 145
gptme/hooks/agents_md_inject.py 36 59 136
gptme/hooks/tool_target_instructions.py 37 47 135
gptme/tools/elicit.py 39 121 135
gptme/hooks/form_autodetect.py 48 65 123
gptme/hooks/server_confirm.py 51 58 122
gptme/plugins/registry.py 40 32 115
gptme/hooks/server_elicit.py 52 56 113
gptme/hooks/confirm.py 53 88 109
gptme/tools/choice.py 34 41 104
gptme/hooks/active_context.py 25 23 100
gptme/tools/_anchored.py 33 41 100
gptme/tools/screenshot.py 29 38 95
gptme/tools/vent.py 39 64 93
gptme/hooks/injection_screening.py 21 23 86
gptme/hooks/time_awareness.py 32 29 86
gptme/tools/autocommit.py 37 58 80
gptme/tools/vision.py 28 21 73
gptme/tools/_browser_lynx.py 12 12 60
gptme/tools/_browser_perplexity.py 22 16 60
gptme/hooks/cwd_changed.py 18 11 54
gptme/hooks/mcp_namespace_hint.py 21 24 54
gptme/hooks/markdown_validation.py 36 41 51
gptme/plugins/entrypoints.py 15 13 42
gptme/hooks/test.py 14 6 41
gptme/hooks/cwd_awareness.py 11 17 28
gptme/hooks/auto_confirm.py 11 9 24
gptme/plugins/plugin.py 25 39 17
gptme/tools/_allowlist.py 10 3 8
gptme/tools/_browser_format.py 3 5 3
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SUM: 4581 5348 16141
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make[2]: Leaving directory '/home/runner/work/gptme/gptme'
LoC Server#
$ make cloc-server
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/server --by-file --hide-rate --quiet | tail -n +2
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File blank comment code
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gptme/server/api_v2.py 266 211 1491
gptme/server/api_v2_sessions.py 121 153 786
gptme/server/session_step.py 163 217 765
gptme/server/openapi_docs.py 240 161 681
gptme/server/tasks_api.py 186 121 643
gptme/server/static/main.js 51 69 498
gptme/server/workspace_api.py 97 91 442
gptme/server/artifacts_api.py 75 60 314
gptme/server/external_sessions.py 40 25 267
gptme/server/cli.py 37 39 211
gptme/server/session_models.py 57 69 202
gptme/server/panels_api.py 51 51 201
gptme/server/static/index.html 11 18 201
gptme/server/acp_session_runtime.py 34 30 165
gptme/server/auth.py 57 80 160
gptme/server/api_v2_common.py 83 63 153
gptme/server/client.py 63 79 149
gptme/server/static/style.css 27 4 143
gptme/server/api_v2_agents.py 25 17 132
gptme/server/app.py 30 65 115
gptme/server/static/computer.html 1 1 90
gptme/server/tools_api.py 19 12 76
gptme/server/constants.py 7 11 9
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
--------------------------------------------------------------------------------------
SUM: 1744 1650 7900
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make[2]: Leaving directory '/home/runner/work/gptme/gptme'
LoC Tests#
$ make cloc-tests
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc tests --by-file --hide-rate --quiet | tail -n +2
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File blank comment code
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tests/test_server_v2.py 518 191 2237
tests/test_llm_openai.py 489 258 1954
tests/test_init.py 249 141 1476
tests/test_eval_behavioral.py 865 961 1354
tests/test_tools_subagent.py 436 228 1280
tests/test_acp_agent.py 321 184 1075
tests/test_tools_shell.py 340 404 1060
tests/test_util_gh.py 231 125 1059
tests/test_server_v2_sessions.py 157 119 971
tests/test_cli.py 252 88 928
tests/test_eval_leaderboard.py 126 104 883
tests/test_info.py 167 73 878
tests/test_config.py 246 340 830
tests/test_llm_utils.py 235 123 817
tests/test_util_gh_mocked.py 149 119 777
tests/test_util_cli.py 216 136 772
tests/test_tasks_api.py 170 63 736
tests/test_server_workspace.py 142 141 722
tests/test_agent.py 205 112 701
tests/test_tools_browser.py 232 52 697
tests/test_hooks_registry.py 247 89 696
tests/test_acp_session_runtime.py 224 76 681
tests/test_tools_gh.py 134 69 675
tests/test_prompt_templates.py 229 148 659
tests/test_llm_anthropic.py 131 45 618
tests/test_json_output.py 110 83 611
tests/test_doctor.py 161 101 595
tests/test_cost_display.py 81 58 593
tests/test_tools_lessons.py 135 49 580
tests/test_tools_precommit.py 109 86 578
tests/test_llm_models_resolution.py 199 140 575
tests/test_tools_computer.py 211 120 571
tests/test_auto_compact.py 235 201 566
tests/test_server_panels.py 61 30 551
tests/test_server_path_traversal.py 139 105 539
tests/test_eval.py 114 76 528
tests/test_lessons.py 156 153 517
tests/test_hooks_cost_awareness.py 72 61 516
tests/test_tools_base.py 164 62 500
tests/test_hooks_cache_awareness.py 152 44 484
tests/test_computer_transport.py 177 70 482
tests/test_llm_auth.py 169 56 476
tests/test_server_bad_input.py 111 94 473
tests/test_tools_complete.py 107 123 473
tests/test_chat.py 196 170 469
tests/test_server_session_models.py 158 140 466
tests/test_commands.py 147 68 463
tests/test_skill_installer.py 138 154 459
tests/test_tools_shell_background.py 117 51 456
tests/test_lessons_commands.py 157 82 422
tests/test_dirs.py 97 69 421
tests/test_lessons_index.py 137 116 419
tests/context/test_task_analyzer.py 90 44 418
tests/test_lessons_parser.py 188 239 417
tests/test_codeblock.py 302 776 402
tests/test_tools_shell_validation.py 161 63 399
tests/test_message.py 139 120 398
tests/test_tools_mcp.py 102 20 398
tests/test_hybrid_lessons.py 100 54 395
tests/test_util_cli_mcp.py 89 45 380
tests/test_workspace_api.py 103 19 369
tests/test_eval_behavioral_solutions.py 281 848 364
tests/test_mcp_discovery.py 107 41 356
tests/test_profiles.py 84 30 354
tests/test_lessons_matcher.py 99 86 352
tests/test_util_hooks.py 85 93 347
tests/test_tools_patch_many.py 91 101 345
tests/test_shell_background.py 99 71 342
tests/test_server.py 122 93 341
tests/test_unified_plugins.py 94 38 341
tests/test_provider_plugins.py 90 32 337
tests/test_eval_trends.py 35 22 335
tests/conftest.py 90 97 334
tests/test_workspace_agents.py 145 57 329
tests/test_circuit_breaker.py 98 69 322
tests/test_util_tool_format.py 78 32 322
tests/test_agent_doctor.py 72 34 318
tests/test_tools.py 132 61 317
tests/test_mcp_adapter.py 106 54 313
tests/test_tools_morph.py 89 66 310
tests/context/test_adaptive_compressor.py 58 44 298
tests/test_context.py 130 79 297
tests/test_tools_browser_thread.py 84 41 297
tests/test_external_sessions.py 80 49 296
tests/test_conversations.py 45 32 293
tests/test_prompts.py 90 56 292
tests/test_execenv.py 76 54 288
tests/lessons/test_wildcard_matching.py 114 125 287
tests/test_hooks_server_confirm.py 78 31 282
tests/test_util_cli_batch.py 55 8 277
tests/test_tools_restart.py 72 49 274
tests/test_server_v2_agents.py 57 25 272
tests/test_llm_models.py 98 65 271
tests/test_tools_autocommit.py 98 47 258
tests/test_workspace_snapshot.py 86 38 258
tests/test_hooks.py 120 47 255
tests/test_context_selector.py 83 45 254
tests/test_logmanager.py 74 61 254
tests/test_eval_claude_code.py 66 27 253
tests/test_lessons_integration.py 97 66 252
tests/test_server_v2_auto_stepping.py 55 48 251
tests/test_util_cli_providers.py 60 27 250
tests/test_prompt_tools.py 57 30 249
tests/test_server_artifacts.py 46 24 242
tests/test_agents_md_inject.py 43 37 241
tests/test_complete.py 56 40 241
tests/test_ephemeral.py 70 35 240
tests/test_mcp.py 68 59 239
tests/test_auto_naming.py 69 45 237
tests/test_browser.py 100 56 233
tests/test_reduce.py 65 70 231
tests/test_tools__anchored.py 46 30 230
tests/test_hooks_cwd_changed.py 55 24 227
tests/test_util_keyword_matching.py 75 46 218
tests/test_lessons_tool.py 62 34 216
tests/test_checkpoint.py 88 20 211
tests/test_autocompact_scoring.py 86 39 208
tests/test_tools_read.py 72 29 208
tests/test_server_v2_hooks.py 80 60 207
tests/test_executor.py 50 31 206
tests/test_oauth_openrouter.py 62 9 205
tests/test_plugins.py 82 70 203
tests/test_tools_screenshot.py 55 48 203
tests/test_util_file_storage.py 51 36 203
tests/test_chats_json.py 30 17 202
tests/test_tool_use.py 38 43 200
tests/test_subagent_unit.py 45 20 199
tests/test_tools_python.py 79 31 198
tests/test_github_ci_self_heal.py 48 3 194
tests/test_eval_swebench.py 64 36 193
tests/test_tools_save.py 57 36 193
tests/test_chats_clean.py 46 18 191
tests/test_telemetry.py 68 31 189
tests/test_chats_stats.py 63 27 184
tests/test_dspy_hybrid.py 65 45 179
tests/test_tools_tmux.py 77 65 179
tests/test_dspy_basic.py 66 44 177
tests/test_cost_tracker.py 26 26 175
tests/test_tools_todo.py 81 65 173
tests/test_chats_export.py 48 17 172
tests/test_acp_types.py 35 12 171
tests/test_tools_patch.py 91 214 171
tests/test_util_cli_models.py 23 24 170
tests/test_llm_openai_subscription.py 37 9 169
tests/test_util_terminal.py 52 34 168
tests/test_lessons_auto_include.py 45 38 167
tests/test_tools_elicit.py 50 25 167
tests/test_tree.py 59 37 167
tests/test_util_cli_skills.py 63 42 165
tests/test_tools_time_awareness.py 52 34 163
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_commands_account.py 37 6 156
tests/test_eval_pass_rate_gate.py 48 9 154
tests/test_shell_allowlist_autoconfirm.py 38 38 154
tests/test_util_tree.py 44 33 151
tests/test_server_api_v2_common.py 46 46 150
tests/test_util_install.py 34 31 148
tests/test_master_context.py 39 24 147
tests/test_file_selector_integration.py 50 23 145
tests/test_vent.py 32 10 145
tests/test_gptme_provider.py 66 20 143
tests/test_util_tokens.py 72 35 143
tests/test_dspy_integration.py 54 32 139
tests/test_tools_token_awareness.py 59 47 139
tests/test_tools_vision.py 36 31 138
tests/test_server_elicitation.py 47 17 137
tests/test_util_content.py 49 25 137
tests/test_llm_openai_sampling.py 29 0 136
tests/test_server_v2_tool_confirmation.py 33 33 135
tests/test_agent_workspace_timeouts.py 41 22 129
tests/test_acp_adapter.py 42 33 128
tests/test_cwe214_docker_env_leak.py 42 41 128
tests/test_active_context.py 41 22 126
tests/test_util_context_dedup.py 61 43 125
tests/test_prompt.py 36 36 123
tests/test_server_webui_dir.py 59 21 121
tests/test_util_interrupt.py 48 38 121
tests/test_integration_phase4.py 22 19 119
tests/test_cost_cache_cold_warning.py 33 8 118
tests/test_util_clipboard_paste.py 27 14 117
tests/test_agent_service_timeouts.py 19 18 116
tests/test_eval_subagent.py 25 13 116
tests/test_llm_validate.py 26 20 116
tests/test_misc_subprocess_timeouts.py 43 27 114
tests/test_lessons_status.py 67 96 113
tests/test_chats_rename.py 42 17 112
tests/test_cost_awareness_delayed_warning.py 42 32 108
tests/test_tools_chats.py 26 19 107
tests/test_tools_choice.py 51 26 103
tests/test_util_cost.py 21 19 103
tests/test_util_output_storage.py 23 13 103
tests/test_git_worktree.py 31 19 102
tests/test_command_completion.py 33 23 100
tests/test_hooks_mcp_namespace_hint.py 30 14 100
tests/test_session.py 40 21 95
tests/test_agent_memory.py 26 17 90
tests/test_browser_lynx.py 35 15 90
tests/test_swebench_utils.py 27 2 89
tests/test_server_cors.py 33 20 88
tests/test_browser_github_routing.py 27 0 86
tests/test_server_auth.py 40 19 84
tests/test_prompt_skills_summary.py 44 44 80
tests/test_onboard.py 17 17 79
tests/test_util.py 42 85 78
tests/test_eval_timeouts.py 32 33 77
tests/test_markdown_validation.py 43 34 75
tests/test_shell_issue729.py 50 52 75
tests/test_custom_providers.py 32 44 74
tests/test_shell_issue772.py 48 47 73
tests/test_chat_config.py 24 19 72
tests/test_hooks_form_autodetect.py 22 34 68
tests/test_tools_form.py 22 19 67
tests/test_util_context_savings.py 12 0 66
tests/test_shell_output_mixing_issue408.py 25 29 60
tests/test_eval_practical20.py 27 8 59
tests/test_server_client.py 33 26 59
tests/test_webui_redirects.py 11 7 57
tests/test_chat_history.py 14 12 56
tests/test_computer_artifacts.py 14 3 54
tests/test_eval_practical17.py 33 3 53
tests/test_eval_practical18.py 23 4 53
tests/test_eval_practical19.py 23 6 53
tests/test_github_bot.py 12 1 51
tests/test_server_v2_sse.py 15 13 50
tests/test_cli_status.py 15 9 48
tests/test_dspy_gepa.py 18 9 46
tests/test_demo_capture.py 19 9 45
tests/test_util_generate_name.py 17 10 45
tests/test-integration.sh 22 36 43
tests/test_pdf_to_images.py 13 13 43
tests/test_server_cli_fallback.py 16 12 42
tests/test_xml_format.py 19 68 41
tests/test_shell_fd_leak.py 23 16 39
tests/test_utils.py 14 17 38
tests/test_server_parent_death_watcher.py 14 9 36
tests/test_util_export.py 20 11 36
tests/test_message_command.py 13 12 35
tests/test_cli_confirm_hook.py 24 20 34
tests/test_commands_llm.py 7 0 34
tests/test_credentials.py 16 0 34
tests/test_tools_rag.py 15 8 34
tests/test_shell_for_loop_issue724.py 16 24 33
tests/test_package_exports.py 10 3 29
tests/test_eval_practical16.py 11 0 28
tests/data/git-log-oneline.txt 0 0 27
tests/test_quota_skip.py 5 3 26
tests/data/example-patch-codeblock.txt 4 0 25
tests/data/gh-issue-list.txt 0 0 25
tests/data/example-interrupted.txt 8 0 24
tests/test_tool_loading_duplicate.py 16 15 24
tests/test_credentials_integration.py 8 0 22
tests/test_setup_completions.py 9 6 22
tests/test_tools_shell_multiline.py 7 19 19
tests/test_browser_format.py 8 6 18
tests/test_screenshot.py 9 6 15
-----------------------------------------------------------------------------------------------
SUM: 21651 15389 73078
-----------------------------------------------------------------------------------------------
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
------------------------------------------------------------------------------------------
File blank comment code
------------------------------------------------------------------------------------------
gptme/eval/main.py 104 110 864
gptme/eval/leaderboard.py 149 485 804
gptme/eval/execenv.py 85 146 514
gptme/eval/run.py 67 89 514
gptme/eval/trends.py 59 31 317
gptme/eval/types.py 28 36 77
gptme/eval/pass_rate_gate.py 23 44 75
gptme/eval/filestore.py 11 8 63
gptme/eval/cost.py 12 24 6
gptme/eval/__init__.py 2 2 4
gptme/eval/__main__.py 1 0 3
------------------------------------------------------------------------------------------
SUM: 541 975 3241
------------------------------------------------------------------------------------------
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/__version__.py gptme/message.py gptme/session.py gptme/mcp/client.py gptme/mcp/__init__.py gptme/mcp/registry.py gptme/plugins/plugin.py gptme/plugins/entrypoints.py gptme/plugins/__init__.py gptme/plugins/registry.py gptme/prompt_queue.py gptme/credentials.py gptme/constants.py gptme/circuit_breaker.py gptme/oauth/openrouter.py gptme/oauth/__init__.py gptme/context/selector/file_selector.py gptme/context/selector/file_config.py gptme/context/selector/file_integration.py gptme/context/selector/llm_based.py gptme/context/selector/rule_based.py gptme/context/selector/base.py gptme/context/selector/__init__.py gptme/context/selector/hybrid.py gptme/context/selector/config.py gptme/context/adaptive_compressor.py gptme/context/task_analyzer.py gptme/context/compress.py gptme/context/__init__.py gptme/context/config.py gptme/acp/client.py gptme/acp/__main__.py gptme/acp/__init__.py gptme/acp/types.py gptme/acp/adapter.py gptme/acp/agent.py gptme/server/session_step.py gptme/server/client.py gptme/server/tools_api.py gptme/server/app.py gptme/server/api_v2_common.py gptme/server/tasks_api.py gptme/server/api_v2_sessions.py gptme/server/constants.py gptme/server/auth.py gptme/server/session_models.py gptme/server/external_sessions.py gptme/server/workspace_api.py gptme/server/__main__.py gptme/server/openapi_docs.py gptme/server/api_v2.py gptme/server/panels_api.py gptme/server/cli.py gptme/server/__init__.py gptme/server/acp_session_runtime.py gptme/server/api_v2_agents.py gptme/server/artifacts_api.py gptme/__main__.py gptme/telemetry.py gptme/llm/llm_anthropic.py gptme/llm/constants.py gptme/llm/llm_openai.py gptme/llm/provider_plugins.py gptme/llm/llm_gptme.py gptme/llm/utils.py gptme/llm/validate.py gptme/llm/llm_anthropic_models_deprecated.py gptme/llm/__init__.py gptme/llm/llm_openai_subscription.py gptme/llm/llm_openai_models.py gptme/llm/llm_openai_models_deprecated.py gptme/llm/openai_responses.py gptme/llm/models/__init__.py gptme/llm/models/types.py gptme/llm/models/data.py gptme/llm/models/resolution.py gptme/llm/models/listing.py gptme/cli/doctor.py gptme/cli/main.py gptme/cli/cmd_chats.py gptme/cli/cmd_mcp.py gptme/cli/auth.py gptme/cli/cmd_skills.py gptme/cli/cmd_batch.py gptme/cli/__init__.py gptme/cli/cmd_agents.py gptme/cli/checkpoint.py gptme/cli/cmd_status.py gptme/cli/onboard.py gptme/cli/cmd_init.py gptme/cli/setup.py gptme/cli/cmd_hooks.py gptme/cli/wut.py gptme/cli/util.py gptme/workspace_snapshot.py gptme/config/core.py gptme/config/models.py gptme/config/__init__.py gptme/config/cli_setup.py gptme/config/project.py gptme/config/user.py gptme/config/chat.py gptme/prompts/chat_history.py gptme/prompts/architect.py gptme/prompts/templates.py gptme/prompts/skills.py gptme/prompts/__init__.py gptme/prompts/workspace.py gptme/prompts/context_cmd.py gptme/util/git_worktree.py gptme/util/tree.py gptme/util/context_dedup.py gptme/util/tool_format.py gptme/util/reduce.py gptme/util/clipboard.py gptme/util/auto_naming.py gptme/util/output_storage.py gptme/util/interrupt.py gptme/util/prompt.py gptme/util/cost_tracker.py gptme/util/install.py gptme/util/_sound_sounddevice.py gptme/util/master_context.py gptme/util/cost.py gptme/util/generate_name.py gptme/util/terminal.py gptme/util/uri.py gptme/util/_telemetry.py gptme/util/gh.py gptme/util/context_savings.py gptme/util/__init__.py gptme/util/sound.py gptme/util/export.py gptme/util/_sound_cmd.py gptme/util/context.py gptme/util/file_storage.py gptme/util/content.py gptme/util/ask_execute.py gptme/util/keyword_matching.py gptme/util/conversation_ids.py gptme/util/tokens.py gptme/util/cost_display.py gptme/util/useredit.py gptme/executor.py gptme/__init__.py gptme/dirs.py gptme/lessons/index.py gptme/lessons/parser.py gptme/lessons/installer.py gptme/lessons/skills/python-repl/python_helpers.py gptme/lessons/matcher.py gptme/lessons/hybrid_matcher.py gptme/lessons/commands.py gptme/lessons/__init__.py gptme/lessons/auto_include.py gptme/hooks/token_awareness.py gptme/hooks/aw_watcher_agent.py gptme/hooks/form_autodetect.py gptme/hooks/server_elicit.py gptme/hooks/cache_awareness.py gptme/hooks/auto_confirm.py gptme/hooks/workspace_agents.py gptme/hooks/auto_snapshots.py gptme/hooks/tests/test_time_awareness.py gptme/hooks/tests/test_injection_screening.py gptme/hooks/tests/test_server_elicit.py gptme/hooks/tests/test_aw_watcher_agent.py gptme/hooks/tests/test_cache_awareness.py gptme/hooks/tests/test_cli_confirm.py gptme/hooks/tests/test_cwd_awareness.py gptme/hooks/tests/test_tool_target_instructions.py gptme/hooks/tests/test_confirm.py gptme/hooks/tests/test_agents_md_inject.py gptme/hooks/tests/test_workspace_agents.py gptme/hooks/tests/__init__.py gptme/hooks/tests/test_auto_confirm.py gptme/hooks/tests/test_token_awareness.py gptme/hooks/tests/test_active_context.py gptme/hooks/tests/test_cost_awareness.py gptme/hooks/tests/test_form_autodetect.py gptme/hooks/tests/test_server_confirm.py gptme/hooks/tests/test_elicitation.py gptme/hooks/tests/test_markdown_validation.py gptme/hooks/__init__.py gptme/hooks/elicitation.py gptme/hooks/cwd_changed.py gptme/hooks/agents_md_inject.py gptme/hooks/test.py gptme/hooks/registry.py gptme/hooks/types.py gptme/hooks/cost_awareness.py gptme/hooks/mcp_namespace_hint.py gptme/hooks/injection_screening.py gptme/hooks/active_context.py gptme/hooks/cwd_awareness.py gptme/hooks/tool_target_instructions.py gptme/hooks/markdown_validation.py gptme/hooks/time_awareness.py gptme/hooks/confirm.py gptme/hooks/cli_confirm.py gptme/hooks/server_confirm.py gptme/profiles.py gptme/info.py gptme/checkpoint.py gptme/agent/doctor.py gptme/agent/service.py gptme/agent/cli.py gptme/agent/__init__.py gptme/agent/workspace.py gptme/init.py gptme/logmanager/conversations.py gptme/logmanager/manager.py gptme/logmanager/__init__.py gptme/commands/account.py gptme/commands/session.py gptme/commands/base.py gptme/commands/__init__.py gptme/commands/export.py gptme/commands/checkpoint.py gptme/commands/meta.py gptme/commands/llm.py gptme/eval/pass_rate_gate.py gptme/eval/main.py gptme/eval/leaderboard.py gptme/eval/agents/__init__.py gptme/eval/agents/swebench.py gptme/eval/agents/claude_code.py gptme/eval/__main__.py gptme/eval/cost.py gptme/eval/trends.py gptme/eval/__init__.py gptme/eval/swebench/evaluate.py gptme/eval/swebench/main.py gptme/eval/swebench/__main__.py gptme/eval/swebench/utils.py gptme/eval/swebench/__init__.py gptme/eval/swebench/info.py gptme/eval/swe_extra/swe_bench_constants.py gptme/eval/swe_extra/swe_bench_test_spec.py gptme/eval/swe_extra/__init__.py gptme/eval/swe_extra/swe_bench_extra_data.py gptme/eval/swe_extra/run_swe_extra.py gptme/eval/tbench/__init__.py gptme/eval/tbench/run.py gptme/eval/tbench/agent.py gptme/eval/types.py gptme/eval/filestore.py gptme/eval/dspy/metrics.py gptme/eval/dspy/signatures.py gptme/eval/dspy/__main__.py gptme/eval/dspy/experiments.py gptme/eval/dspy/prompt_optimizer.py gptme/eval/dspy/cli.py gptme/eval/dspy/tasks.py gptme/eval/dspy/__init__.py gptme/eval/dspy/hybrid_optimizer.py gptme/eval/execenv.py gptme/eval/run.py gptme/eval/suites/practical3.py gptme/eval/suites/practical16.py gptme/eval/suites/practical5.py gptme/eval/suites/practical30.py gptme/eval/suites/practical19.py gptme/eval/suites/basic.py gptme/eval/suites/practical25.py gptme/eval/suites/practical15.py gptme/eval/suites/behavioral/iterative_debug.py gptme/eval/suites/behavioral/rate_limiting.py gptme/eval/suites/behavioral/add_deprecation_warning.py gptme/eval/suites/behavioral/debug_data_pipeline.py gptme/eval/suites/behavioral/implement_lru_cache.py gptme/eval/suites/behavioral/add_feature_preserve_default.py gptme/eval/suites/behavioral/extract_function_refactor.py gptme/eval/suites/behavioral/implement_event_emitter.py gptme/eval/suites/behavioral/handle_specific_exception.py gptme/eval/suites/behavioral/git_selective_commit.py gptme/eval/suites/behavioral/circuit_breaker.py gptme/eval/suites/behavioral/fix_security_path_traversal.py gptme/eval/suites/behavioral/root_cause_pipeline_debug.py gptme/eval/suites/behavioral/implement_memoization.py gptme/eval/suites/behavioral/_common.py gptme/eval/suites/behavioral/add_logging.py gptme/eval/suites/behavioral/test_driven_error_handling.py gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py gptme/eval/suites/behavioral/validate_user_input.py gptme/eval/suites/behavioral/stage_new_files.py gptme/eval/suites/behavioral/retry_with_backoff.py gptme/eval/suites/behavioral/add_type_hints.py gptme/eval/suites/behavioral/use_existing_helper.py gptme/eval/suites/behavioral/__init__.py gptme/eval/suites/behavioral/implement_priority_queue.py gptme/eval/suites/behavioral/write_test_suite.py gptme/eval/suites/behavioral/refactor_for_testability.py gptme/eval/suites/behavioral/scope_discipline_bugfix.py gptme/eval/suites/behavioral/fix_data_mutation.py gptme/eval/suites/behavioral/bounded_bugfix_with_decoys.py gptme/eval/suites/behavioral/optimize_n_squared.py gptme/eval/suites/behavioral/multi_file_rename.py gptme/eval/suites/behavioral/noisy_worktree_fix.py gptme/eval/suites/behavioral/merge_conflict_resolution.py gptme/eval/suites/behavioral/add_docstrings.py gptme/eval/suites/behavioral/fix_mutable_default.py gptme/eval/suites/behavioral/remove_dead_code.py gptme/eval/suites/practical32.py gptme/eval/suites/practical2.py gptme/eval/suites/practical33.py gptme/eval/suites/practical6.py gptme/eval/suites/practical28.py gptme/eval/suites/practical31.py gptme/eval/suites/browser.py gptme/eval/suites/practical14.py gptme/eval/suites/practical26.py gptme/eval/suites/practical8.py gptme/eval/suites/practical22.py gptme/eval/suites/practical24.py gptme/eval/suites/practical10.py gptme/eval/suites/__init__.py gptme/eval/suites/practical23.py gptme/eval/suites/init_projects.py gptme/eval/suites/practical29.py gptme/eval/suites/practical7.py gptme/eval/suites/practical12.py gptme/eval/suites/subagent.py gptme/eval/suites/practical17.py gptme/eval/suites/practical13.py gptme/eval/suites/practical11.py gptme/eval/suites/practical21.py gptme/eval/suites/practical9.py gptme/eval/suites/practical27.py gptme/eval/suites/practical.py gptme/eval/suites/practical18.py gptme/eval/suites/practical20.py gptme/eval/suites/practical4.py gptme/chat.py gptme/codeblock.py gptme/tools/tmux.py gptme/tools/computer_transport.py gptme/tools/shell_background.py gptme/tools/_browser_perplexity.py gptme/tools/vision.py gptme/tools/_browser_format.py gptme/tools/shell.py gptme/tools/computer.py gptme/tools/form.py gptme/tools/screenshot.py gptme/tools/morph.py gptme/tools/chats.py gptme/tools/shell_validation.py gptme/tools/elicit.py gptme/tools/vent.py gptme/tools/save.py gptme/tools/complete.py gptme/tools/_browser_lynx.py gptme/tools/_anchored.py gptme/tools/python.py gptme/tools/browser.py gptme/tools/base.py gptme/tools/patch_many.py gptme/tools/gh.py gptme/tools/read.py gptme/tools/rag.py gptme/tools/_allowlist.py gptme/tools/__init__.py gptme/tools/todo.py gptme/tools/precommit.py gptme/tools/patch.py gptme/tools/subagent/batch.py gptme/tools/subagent/__init__.py gptme/tools/subagent/hooks.py gptme/tools/subagent/types.py gptme/tools/subagent/execution.py gptme/tools/subagent/api.py gptme/tools/_browser_thread.py gptme/tools/_browser_playwright.py gptme/tools/mcp_adapter.py gptme/tools/choice.py gptme/tools/autocompact/handlers.py gptme/tools/autocompact/scoring.py gptme/tools/autocompact/decision.py gptme/tools/autocompact/engine.py gptme/tools/autocompact/__init__.py gptme/tools/autocompact/resume.py gptme/tools/autocompact/hook.py gptme/tools/mcp.py gptme/tools/restart.py gptme/tools/lessons.py gptme/tools/autocommit.py tests/test_acp_stdout.py tests/test_lessons_commands.py tests/test_tools_gh.py tests/test_util_hooks.py tests/test_shell_background.py tests/test_reduce.py tests/test_eval_practical19.py tests/test_agent_service_timeouts.py tests/test_util_cli_skills.py tests/test_llm_openai_sampling.py tests/test_message.py tests/test_tools_autocommit.py tests/test_telemetry.py tests/test_llm_openai.py tests/test_server_parent_death_watcher.py tests/test_commands_llm.py tests/test_unified_plugins.py tests/test_session.py tests/conftest.py tests/test_server_cors.py tests/test_tools_save.py tests/test_util_install.py tests/test_context_selector.py tests/test_setup_completions.py tests/test_prompt_tools.py tests/test_tools_read.py tests/test_tools_browser_thread.py tests/test_tools_todo.py tests/test_acp_session_runtime.py tests/test_util_file_storage.py tests/test_workspace_api.py tests/test_tools_lessons.py tests/test_browser_github_routing.py tests/test_server_v2_sse.py tests/test_server_elicitation.py tests/test_util_generate_name.py tests/test_utils.py tests/test_computer_artifacts.py tests/test_tools_vision.py tests/test_acp_client.py tests/test_tool_loading_duplicate.py tests/test_util_cli_batch.py tests/test_command_completion.py tests/test_cli_status.py tests/test_tools_patch.py tests/test_server.py tests/test_tools_precommit.py tests/test_dspy_integration.py tests/test_executor.py tests/test_cwe214_docker_env_leak.py tests/test_tools_computer.py tests/test_server_cli_fallback.py tests/test_execenv.py tests/test_util_export.py tests/test_server_panels.py tests/test_util_cli_models.py tests/test_skill_installer.py tests/test_circuit_breaker.py tests/test_ephemeral.py tests/test_tools_chats.py tests/test_tools_shell_multiline.py tests/test_xml_format.py tests/test_tools_token_awareness.py tests/test_oauth_openrouter.py tests/test_custom_providers.py tests/context/test_task_analyzer.py tests/context/test_adaptive_compressor.py tests/test_util_tree.py tests/test_tool_use.py tests/test_tools_shell_validation.py tests/test_browser.py tests/test_hooks.py tests/test_agent_workspace_timeouts.py tests/test_browser_format.py tests/test_acp_protocol_logging.py tests/test_computer_transport.py tests/test_server_v2_agents.py tests/test_cost_awareness_delayed_warning.py tests/test_eval_swebench.py tests/test_server_v2_auto_stepping.py tests/test_webui_redirects.py tests/test_llm_openai_subscription.py tests/test_server_v2_sessions.py tests/test_cost_tracker.py tests/test_server_v2_hooks.py tests/test_context.py tests/test_eval_timeouts.py tests/test_server_artifacts.py tests/test_hooks_mcp_namespace_hint.py tests/test_lessons_tool.py tests/test_init.py tests/test_lessons_index.py tests/test_util_interrupt.py tests/test_util_output_storage.py tests/test_shell_issue729.py tests/test_eval_behavioral_solutions.py tests/test_tools_mcp.py tests/test_eval_claude_code.py tests/test_eval_trends.py tests/test_provider_plugins.py tests/test_llm_models_resolution.py tests/test_external_sessions.py tests/test_llm_auth.py tests/test_util_context_dedup.py tests/test_vent.py tests/test_eval_subagent.py tests/test_tools.py tests/test_tools_time_awareness.py tests/test_tools_rag.py tests/test_util_clipboard_paste.py tests/test_tools_choice.py tests/test_dirs.py tests/test_server_path_traversal.py tests/test_prompts.py tests/test_mcp.py tests/test_package_exports.py tests/test_util_context_savings.py tests/test_hybrid_lessons.py tests/test_util_terminal.py tests/test_server_bad_input.py tests/test_server_v2.py tests/test_credentials.py tests/test_workspace_snapshot.py tests/test_agents_md_inject.py tests/test_tools_base.py tests/test_util_gh_mocked.py tests/test_plugins.py tests/test_util.py tests/test_workspace_agents.py tests/test_cli_confirm_hook.py tests/test_pdf_to_images.py tests/test_server_v2_tool_confirmation.py tests/test_commands.py tests/test_hooks_registry.py tests/test_tools_tmux.py tests/test_cost_display.py tests/test_llm_anthropic.py tests/test_dspy_basic.py tests/test_lessons_parser.py tests/test_auto_compact.py tests/test_dspy_gepa.py tests/test_util_cost.py tests/test_github_bot.py tests/test_shell_fd_leak.py tests/test_agent_doctor.py tests/test_eval.py tests/test_profiles.py tests/test_tools__anchored.py tests/test_integration_phase4.py tests/test_lessons_integration.py tests/test_tasks_api.py tests/lessons/test_wildcard_matching.py tests/test_onboard.py tests/test_tools_form.py tests/test_demo_capture.py tests/test_lessons_auto_include.py tests/test_server_workspace.py tests/test_autocompact_scoring.py tests/test_hooks_form_autodetect.py tests/test_hooks_cwd_changed.py tests/test_util_tokens.py tests/test_util_tool_format.py tests/test_tools_complete.py tests/test_util_cli_mcp.py tests/test_eval_practical16.py tests/test_chats_json.py tests/test_acp_types.py tests/test_chats_stats.py tests/test_lessons_status.py tests/test_llm_validate.py tests/test_eval_leaderboard.py tests/test_eval_behavioral.py tests/test_tools_subagent.py tests/test_file_selector_integration.py tests/test_hooks_cache_awareness.py tests/test_quota_skip.py tests/test_lessons_matcher.py tests/test_tools_shell.py tests/test_server_session_models.py tests/test_tools_python.py tests/test_prompt_templates.py tests/test_eval_practical18.py tests/test_hooks_cost_awareness.py tests/test_tools_restart.py tests/test_server_api_v2_common.py tests/test_swebench_utils.py tests/test_hooks_server_confirm.py tests/test_git_worktree.py tests/test_complete.py tests/test_tools_morph.py tests/test_logmanager.py tests/test_chats_rename.py tests/test_chats_clean.py tests/test_tree.py tests/test_server_webui_dir.py tests/test_chat_history.py tests/test_active_context.py tests/test_shell_output_mixing_issue408.py tests/test_llm_models.py tests/test_server_auth.py tests/test_shell_issue772.py tests/test_screenshot.py tests/test_server_client.py tests/test_json_output.py tests/test_prompt.py tests/test_commands_account.py tests/test_tools_shell_background.py tests/test_tools_browser.py tests/test_master_context.py tests/test_chat_config.py tests/test_codeblock.py tests/test_uri.py tests/test_misc_subprocess_timeouts.py tests/test_credentials_integration.py tests/test_util_cli.py tests/test_checkpoint.py tests/test_agent_memory.py tests/test_shell_for_loop_issue724.py tests/test_dspy_hybrid.py tests/test_eval_practical20.py tests/test_mcp_discovery.py tests/test_llm_utils.py tests/test_chat.py tests/test_eval_pass_rate_gate.py tests/test_prompt_skills_summary.py tests/test_chats_export.py tests/test_github_ci_self_heal.py tests/test_info.py tests/test_util_gh.py tests/test_agent.py tests/test_acp_agent.py tests/test_markdown_validation.py tests/test_conversations.py tests/test_util_keyword_matching.py tests/test_lessons.py tests/test_util_content.py tests/test_tools_patch_many.py tests/test_config.py tests/test_subagent_unit.py tests/test_mcp_adapter.py tests/test_tools_screenshot.py tests/test_util_cli_providers.py tests/test_browser_lynx.py tests/test_eval_practical17.py tests/test_message_command.py tests/test_acp_adapter.py tests/test_doctor.py tests/test_gptme_provider.py tests/test_shell_allowlist_autoconfirm.py tests/test_cost_cache_cold_warning.py tests/test_tools_elicit.py tests/test_auto_naming.py tests/test_cli.py scripts/train/collect.py scripts/auto_rename_logs.py scripts/verify_cloudflare_pages_deep_links.py scripts/demo_capture.py scripts/check_rst_formatting.py scripts/github_bot.py scripts/github_ci_self_heal.py scripts/eval_leaderboard.py scripts/analyze_compression.py scripts/eval_trends.py --by-file --hide-rate --quiet | tail -n +2
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tests/test_server_v2.py 518 191 2237
tests/test_llm_openai.py 489 258 1954
gptme/server/api_v2.py 266 211 1491
tests/test_init.py 249 141 1476
gptme/llm/llm_openai.py 273 294 1357
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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/util/generate_name.py 5 6 69
tests/test_hooks_form_autodetect.py 22 34 68
gptme/prompts/context_cmd.py 11 12 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
tests/test_util_context_savings.py 12 0 66
gptme/eval/suites/behavioral/fix_mutable_default.py 31 57 65
gptme/eval/tbench/agent.py 20 24 65
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__.py 22 18 62
gptme/eval/suites/behavioral/test_driven_error_handling.py 35 56 62
gptme/eval/suites/init_projects.py 21 1 62
gptme/llm/models/__init__.py 3 12 62
gptme/util/_sound_cmd.py 22 17 62
gptme/eval/suites/behavioral/add_logging.py 27 39 61
gptme/tools/_browser_lynx.py 12 12 60
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/eval/suites/behavioral/merge_conflict_resolution.py 31 63 59
gptme/eval/suites/behavioral/noisy_worktree_fix.py 45 77 59
gptme/eval/suites/behavioral/scope_discipline_bugfix.py 37 52 59
gptme/util/uri.py 29 42 59
tests/test_eval_practical20.py 27 8 59
tests/test_server_client.py 33 26 59
gptme/eval/suites/behavioral/fix_data_mutation.py 26 44 58
gptme/eval/suites/behavioral/fix_security_path_traversal.py 23 31 58
gptme/prompts/skills.py 16 10 58
tests/test_webui_redirects.py 11 7 57
gptme/eval/dspy/signatures.py 19 21 56
gptme/eval/suites/behavioral/extract_function_refactor.py 30 52 56
tests/test_chat_history.py 14 12 56
gptme/context/selector/file_integration.py 13 10 55
gptme/eval/suites/behavioral/write_test_suite.py 24 33 55
gptme/tools/autocompact/handlers.py 19 9 55
gptme/hooks/cwd_changed.py 18 11 54
gptme/hooks/mcp_namespace_hint.py 21 24 54
tests/test_computer_artifacts.py 14 3 54
gptme/credentials.py 16 7 53
gptme/tools/subagent/batch.py 26 47 53
gptme/util/context_dedup.py 41 93 53
gptme/util/terminal.py 28 23 53
tests/test_eval_practical17.py 33 3 53
tests/test_eval_practical18.py 23 4 53
tests/test_eval_practical19.py 23 6 53
gptme/hooks/markdown_validation.py 36 41 51
tests/test_github_bot.py 12 1 51
gptme/eval/suites/behavioral/remove_dead_code.py 40 63 50
tests/test_server_v2_sse.py 15 13 50
gptme/eval/suites/behavioral/multi_file_rename.py 27 42 49
gptme/eval/suites/behavioral/use_existing_helper.py 32 45 49
gptme/eval/swebench/info.py 8 3 49
gptme/llm/provider_plugins.py 39 35 48
tests/test_cli_status.py 15 9 48
gptme/eval/suites/behavioral/git_selective_commit.py 21 52 47
gptme/util/cost.py 12 9 47
tests/test_dspy_gepa.py 18 9 46
gptme/eval/suites/behavioral/debug_data_pipeline.py 30 61 45
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/eval/suites/behavioral/stage_new_files.py 12 18 42
gptme/logmanager/__init__.py 3 9 42
gptme/plugins/entrypoints.py 15 13 42
tests/test_server_cli_fallback.py 16 12 42
gptme/context/selector/file_config.py 10 8 41
gptme/hooks/test.py 14 6 41
tests/test_xml_format.py 19 68 41
gptme/tools/subagent/hooks.py 19 25 40
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/cli/wut.py 13 12 36
tests/test_server_parent_death_watcher.py 14 9 36
tests/test_util_export.py 20 11 36
gptme/eval/suites/behavioral/iterative_debug.py 28 39 35
tests/test_message_command.py 13 12 35
tests/test_cli_confirm_hook.py 24 20 34
tests/test_commands_llm.py 7 0 34
tests/test_credentials.py 16 0 34
tests/test_tools_rag.py 15 8 34
gptme/context/__init__.py 8 8 33
tests/test_shell_for_loop_issue724.py 16 24 33
gptme/eval/suites/behavioral/_common.py 9 5 32
gptme/hooks/tests/test_auto_confirm.py 12 4 32
gptme/context/selector/__init__.py 12 16 31
gptme/util/content.py 18 24 30
gptme/util/install.py 13 25 30
tests/test_package_exports.py 10 3 29
gptme/eval/swebench/__init__.py 1 0 28
gptme/hooks/cwd_awareness.py 11 17 28
tests/test_eval_practical16.py 11 0 28
gptme/__init__.py 8 3 27
gptme/constants.py 19 25 27
gptme/util/useredit.py 11 13 26
tests/test_quota_skip.py 5 3 26
gptme/acp/adapter.py 19 22 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
gptme/util/conversation_ids.py 7 4 22
tests/test_credentials_integration.py 8 0 22
tests/test_setup_completions.py 9 6 22
gptme/acp/__init__.py 5 13 21
gptme/context/selector/config.py 8 8 21
gptme/agent/__init__.py 3 6 19
gptme/context/config.py 12 25 19
tests/test_tools_shell_multiline.py 7 19 19
gptme/lessons/__init__.py 7 15 18
tests/test_browser_format.py 8 6 18
gptme/eval/suites/browser.py 5 0 17
gptme/plugins/plugin.py 25 39 17
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/prompts/architect.py 26 52 11
gptme/server/constants.py 7 11 9
gptme/eval/tbench/__init__.py 13 22 8
gptme/tools/_allowlist.py 10 3 8
gptme/eval/dspy/__init__.py 6 6 7
gptme/eval/cost.py 12 24 6
gptme/llm/constants.py 2 6 5
scripts/eval_trends.py 2 1 5
gptme/eval/__init__.py 2 2 4
scripts/eval_leaderboard.py 2 1 4
gptme/eval/__main__.py 1 0 3
gptme/eval/dspy/__main__.py 3 5 3
gptme/eval/swebench/__main__.py 1 0 3
gptme/server/__init__.py 2 3 3
gptme/server/__main__.py 1 0 3
gptme/tools/_browser_format.py 3 5 3
gptme/oauth/__init__.py 1 4 0
-------------------------------------------------------------------------------------------------------------------------------
SUM: 43172 41298 152704
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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: 652
Total blocks: 12092
Average complexity: 3.6429043996030432
Most Complex Functions (D+):
gptme/plugins/__init__.py
F 154:0 _load_plugin - D
gptme/context/selector/file_selector.py
gptme/context/selector/rule_based.py
M 27:4 RuleBasedSelector.select - D
gptme/acp/agent.py
M 521:4 GptmeAgent.new_session - D
M 951:4 GptmeAgent.prompt - D
gptme/server/session_step.py
gptme/server/tasks_api.py
F 380:0 get_git_status - D
gptme/server/api_v2_sessions.py
F 298:0 api_conversation_step - E
F 565:0 api_conversation_tool_confirm - D
F 924:0 api_conversation_transcript - D
gptme/server/openapi_docs.py
F 831:0 _convert_to_openapi_nullable - D
gptme/server/api_v2.py
F 1007:0 api_conversation_edit_message - E
F 648:0 api_conversation_put - D
F 821:0 api_conversation_post - D
F 1374:0 api_conversation_config_patch - D
gptme/server/api_v2_agents.py
F 55:0 api_agents_put - D
gptme/telemetry.py
F 347:0 record_llm_request - E
gptme/llm/llm_anthropic.py
F 1231:0 _prepare_messages_for_api - D
gptme/llm/llm_openai.py
F 776:0 chat - E
F 363:0 init - E
F 1009:0 _stream_responses - D
F 1165:0 stream - D
F 1517:0 _transform_msgs_for_special_provider - D
F 557:0 _handle_openai_transient_error - D
gptme/llm/__init__.py
gptme/llm/llm_openai_subscription.py
F 500:0 stream - D
gptme/llm/models/resolution.py
F 165:0 get_model - E
gptme/llm/models/listing.py
F 282:0 list_models - D
gptme/cli/main.py
gptme/cli/cmd_skills.py
F 17:0 skills_list - D
gptme/cli/cmd_agents.py
F 25:0 run_scan - D
gptme/cli/cmd_hooks.py
F 265:0 run - D
gptme/cli/util.py
F 1058:0 models_test - D
gptme/config/core.py
M 61:4 Config.mcp - D
gptme/config/cli_setup.py
gptme/config/chat.py
M 83:4 ChatConfig.from_dict - D
gptme/prompts/chat_history.py
F 20:0 prompt_chat_history - E
gptme/prompts/__init__.py
F 112:0 get_prompt - E
gptme/prompts/workspace.py
gptme/util/tool_format.py
F 104:0 format_tools_list - D
gptme/util/prompt.py
M 294:4 GptmeCompleter.get_completions - D
gptme/util/_telemetry.py
F 329:0 init_telemetry - D
gptme/util/gh.py
F 978:0 get_github_run_logs - D
F 1161:0 search_github_issues - D
F 1267:0 search_github_prs - D
F 1369:0 merge_github_pr - D
gptme/util/context.py
F 462:0 include_paths - E
F 809:0 _resource_to_codeblock - E
gptme/util/cost_display.py
F 291:0 display_costs - D
F 137:0 gather_conversation_costs - D
gptme/lessons/index.py
M 97:4 LessonIndex._default_dirs - E
M 415:4 LessonIndex._load_manifest_skill_stubs - D
gptme/lessons/parser.py
F 266:0 parse_lesson - D
gptme/lessons/installer.py
F 239:0 install_skill - E
F 506:0 check_dependencies - D
gptme/hooks/token_awareness.py
F 93:0 add_token_usage_warning - D
gptme/hooks/registry.py
M 177:4 HookRegistry.trigger - D
gptme/hooks/tool_target_instructions.py
F 67:0 _extract_paths - D
gptme/hooks/cli_confirm.py
F 162:0 _looks_like_diff - D
gptme/info.py
F 335:0 format_version_info - D
gptme/agent/doctor.py
F 337:0 check_lessons - E
gptme/init.py
F 111:0 init_model - D
gptme/commands/checkpoint.py
F 43:0 cmd_checkpoint - D
gptme/commands/meta.py
F 140:0 cmd_plugin - E
gptme/commands/llm.py
F 129:0 cmd_tools - D
F 212:0 cmd_context - D
gptme/eval/main.py
gptme/eval/leaderboard.py
F 915:0 compute_rate_trends - D
F 679:0 aggregate_per_test - D
gptme/eval/trends.py
F 157:0 compute_diff - D
gptme/eval/dspy/hybrid_optimizer.py
C 239:0 TaskComplexity - D
M 283:4 TaskComplexity.analyze - D
gptme/eval/run.py
F 289:0 execute - D
gptme/eval/suites/practical16.py
F 68:0 check_queue_all_producers_mentioned - D
gptme/chat.py
F 332:0 _process_message_conversation - D
F 175:0 _run_chat_loop - D
gptme/codeblock.py
gptme/tools/tmux.py
F 423:0 execute_tmux - D
gptme/tools/shell_background.py
M 56:4 BackgroundJob._read_output - D
gptme/tools/shell.py
M 705:4 ShellSession._read_output_unix - E
F 1229:0 _format_shell_output - E
M 546:4 ShellSession._read_output_windows - D
M 413:4 ShellSession._run_pipe - D
F 1488:0 execute_shell - D
gptme/tools/computer.py
F 598:0 computer - E
gptme/tools/chats.py
gptme/tools/complete.py
F 271:0 stuck_detect_hook - D
gptme/tools/gh.py
F 549:0 execute_gh - E
F 99:0 _wait_for_checks - D
gptme/tools/__init__.py
F 214:0 get_toolchain - D
F 139:0 init_tools - D
gptme/tools/subagent/execution.py
F 98:0 _create_subagent_thread - D
gptme/tools/subagent/api.py
F 34:0 subagent - D
gptme/tools/autocompact/engine.py
gptme/tools/mcp.py
gptme/tools/lessons.py
F 244:0 auto_include_lessons_hook - D
tests/test_server_v2_auto_stepping.py
F 16:0 test_auto_stepping - E
tests/test_eval_behavioral_solutions.py
F 55:0 _apply_solution - E
tests/test_server_v2_tool_confirmation.py
F 15:0 test_tool_confirmation_flow - D
tests/test_util_cli.py
F 363:0 test_tools_list - D
F 509:0 test_models_list - D
tests/test_config.py
F 596:0 test_project_config_loaded_from_toml - D
F 633:0 test_project_config_loaded_from_json - D
scripts/auto_rename_logs.py
F 32:0 auto_rename_logs - D
scripts/demo_capture.py
F 485:0 main - D
scripts/check_rst_formatting.py
F 26:0 check_file - E
scripts/github_bot.py
F 555:0 main - D
Largest Files (>300 SLOC):
2249 tests/test_eval_behavioral.py
2237 tests/test_server_v2.py
1957 tests/test_llm_openai.py
1491 gptme/server/api_v2.py
1476 tests/test_init.py
1426 gptme/tools/shell.py
1358 gptme/llm/llm_openai.py
1280 tests/test_tools_subagent.py
1269 tests/test_tools_shell.py
1178 gptme/util/gh.py
1178 gptme/hooks/workspace_agents.py
1174 gptme/eval/leaderboard.py
1127 tests/test_eval_behavioral_solutions.py
1075 tests/test_acp_agent.py
1065 tests/test_config.py
1059 tests/test_util_gh.py
983 gptme/acp/agent.py
973 tests/test_server_v2_sessions.py
960 gptme/hooks/tests/test_workspace_agents.py
949 gptme/cli/util.py
947 gptme/eval/dspy/tasks.py
937 tests/test_cli.py
934 gptme/cli/main.py
889 tests/test_eval_leaderboard.py
885 gptme/llm/llm_anthropic.py
878 tests/test_info.py
869 tests/test_codeblock.py
866 gptme/eval/main.py
817 tests/test_llm_utils.py
789 gptme/server/api_v2_sessions.py
784 tests/test_util_gh_mocked.py
772 tests/test_util_cli.py
765 gptme/server/session_step.py
736 tests/test_tasks_api.py
722 tests/test_server_workspace.py
715 gptme/eval/suites/basic.py
705 gptme/server/openapi_docs.py
701 tests/test_agent.py
698 gptme/cli/doctor.py
697 tests/test_tools_browser.py
696 tests/test_hooks_registry.py
681 tests/test_acp_session_runtime.py
677 gptme/tools/browser.py
675 tests/test_tools_gh.py
666 gptme/tools/computer.py
659 tests/test_prompt_templates.py
643 gptme/server/tasks_api.py
622 gptme/llm/__init__.py
619 tests/test_llm_anthropic.py
615 gptme/util/context.py
612 tests/test_lessons.py
612 gptme/tools/mcp_adapter.py
611 tests/test_json_output.py
610 scripts/github_bot.py
609 gptme/tools/base.py
603 tests/test_auto_compact.py
598 tests/test_cost_display.py
595 tests/test_doctor.py
593 gptme/tools/gh.py
588 gptme/cli/setup.py
583 tests/test_tools_computer.py
580 tests/test_tools_lessons.py
578 tests/test_tools_precommit.py
576 tests/test_lessons_parser.py
575 tests/test_llm_models_resolution.py
573 tests/test_skill_installer.py
551 tests/test_server_panels.py
547 tests/test_eval.py
542 gptme/logmanager/manager.py
539 tests/test_server_path_traversal.py
533 gptme/tools/_browser_playwright.py
532 tests/test_tools_base.py
526 gptme/eval/execenv.py
517 gptme/llm/models/data.py
516 tests/test_hooks_cost_awareness.py
515 gptme/eval/run.py
514 tests/test_chat.py
513 gptme/lessons/installer.py
498 gptme/llm/llm_openai_subscription.py
492 gptme/hooks/registry.py
484 tests/test_hooks_cache_awareness.py
483 gptme/tools/tmux.py
482 tests/test_computer_transport.py
477 scripts/github_ci_self_heal.py
476 tests/test_tools_complete.py
476 tests/test_llm_auth.py
473 tests/test_server_bad_input.py
466 tests/test_server_session_models.py
466 gptme/tools/computer_transport.py
463 tests/test_commands.py
456 tests/test_tools_shell_background.py
451 scripts/demo_capture.py
445 scripts/analyze_compression.py
445 gptme/tools/chats.py
442 gptme/server/workspace_api.py
438 gptme/chat.py
437 tests/test_lessons_index.py
430 gptme/util/prompt.py
422 tests/test_lessons_commands.py
421 tests/test_dirs.py
421 gptme/eval/dspy/prompt_optimizer.py
420 tests/test_tools_patch_many.py
419 gptme/agent/service.py
418 tests/context/test_task_analyzer.py
414 gptme/message.py
409 tests/test_message.py
407 gptme/util/_telemetry.py
406 gptme/tools/subagent/api.py
399 tests/test_tools_shell_validation.py
398 tests/test_tools_mcp.py
395 tests/test_hybrid_lessons.py
395 gptme/agent/workspace.py
395 gptme/agent/cli.py
394 gptme/telemetry.py
387 gptme/agent/doctor.py
385 gptme/lessons/index.py
383 tests/test_util_hooks.py
380 tests/test_util_cli_mcp.py
377 gptme/cli/cmd_init.py
374 gptme/cli/cmd_hooks.py
372 tests/test_lessons_matcher.py
369 tests/test_workspace_api.py
367 gptme/hooks/tests/test_cost_awareness.py
364 gptme/eval/dspy/cli.py
356 tests/test_mcp_discovery.py
355 gptme/eval/dspy/experiments.py
354 tests/test_profiles.py
352 gptme/tools/mcp.py
350 gptme/eval/dspy/metrics.py
347 tests/test_server.py
346 tests/test_tools_patch.py
346 tests/lessons/test_wildcard_matching.py
344 gptme/tools/subagent/execution.py
343 gptme/hooks/tests/test_elicitation.py
342 tests/test_shell_background.py
341 tests/test_unified_plugins.py
338 tests/test_tools.py
337 tests/test_provider_plugins.py
337 gptme/cli/cmd_chats.py
336 tests/test_eval_trends.py
335 tests/conftest.py
329 tests/test_workspace_agents.py
327 gptme/hooks/tests/test_agents_md_inject.py
326 gptme/eval/suites/practical.py
324 gptme/util/cost_display.py
322 tests/test_util_tool_format.py
322 tests/test_circuit_breaker.py
321 gptme/tools/python.py
320 gptme/checkpoint.py
319 gptme/hooks/tests/test_tool_target_instructions.py
318 tests/test_agent_doctor.py
317 gptme/eval/suites/practical16.py
316 gptme/eval/trends.py
314 gptme/server/artifacts_api.py
313 tests/test_mcp_adapter.py
313 gptme/tools/__init__.py
310 tests/test_tools_morph.py
309 gptme/tools/patch.py
309 gptme/hooks/tests/test_confirm.py
307 gptme/mcp/client.py
303 gptme/prompts/templates.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@4.2.4
Clone found (python):
- gptme/util/_sound_sounddevice.py [103:5 - 115:71] (12 lines, 113 tokens)
gptme/util/_sound_sounddevice.py [62:5 - 74:31]
Clone found (python):
- gptme/tools/autocompact/engine.py [237:17 - 247:39] (10 lines, 92 tokens)
gptme/tools/autocompact/engine.py [186:13 - 196:32]
Clone found (python):
- gptme/tools/shell_background.py [89:39 - 97:25] (8 lines, 84 tokens)
gptme/tools/shell_background.py [71:24 - 79:43]
Clone found (python):
- gptme/tools/precommit.py [124:65 - 132:11] (8 lines, 71 tokens)
gptme/tools/precommit.py [113:50 - 122:59]
Clone found (python):
- gptme/tools/patch.py [331:5 - 345:8] (14 lines, 93 tokens)
gptme/tools/save.py [132:5 - 146:45]
Clone found (python):
- gptme/tools/gh.py [151:13 - 160:15] (9 lines, 80 tokens)
gptme/tools/gh.py [78:9 - 89:15]
Clone found (python):
- gptme/server/workspace_api.py [66:5 - 73:25] (7 lines, 94 tokens)
gptme/server/workspace_api.py [45:68 - 52:23]
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- gptme/server/workspace_api.py [594:9 - 616:15] (22 lines, 230 tokens)
gptme/server/workspace_api.py [516:9 - 538:14]
Clone found (python):
- gptme/server/tasks_api.py [502:49 - 513:50] (11 lines, 79 tokens)
gptme/server/tasks_api.py [489:71 - 499:13]
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- gptme/server/tasks_api.py [835:5 - 841:43] (6 lines, 77 tokens)
gptme/server/tasks_api.py [717:5 - 723:7]
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- gptme/server/session_models.py [286:29 - 300:60] (14 lines, 118 tokens)
gptme/server/session_models.py [230:25 - 243:25]
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- gptme/server/session_models.py [309:17 - 325:45] (16 lines, 104 tokens)
gptme/server/session_models.py [255:21 - 271:23]
Clone found (python):
- gptme/server/external_sessions.py [247:103 - 258:20] (11 lines, 99 tokens)
gptme/server/external_sessions.py [131:97 - 142:17]
Clone found (python):
- gptme/server/api_v2_agents.py [57:5 - 63:15] (6 lines, 77 tokens)
gptme/server/tasks_api.py [717:5 - 723:7]
Clone found (python):
- gptme/plugins/__init__.py [412:5 - 437:29] (25 lines, 183 tokens)
gptme/util/install.py [14:5 - 39:32]
Clone found (python):
- gptme/llm/models/listing.py [348:32 - 354:38] (6 lines, 75 tokens)
gptme/llm/models/listing.py [175:21 - 181:27]
Clone found (python):
- gptme/llm/models/data.py [49:26 - 61:62] (12 lines, 90 tokens)
gptme/llm/models/data.py [35:26 - 47:43]
Clone found (python):
- gptme/llm/models/data.py [128:33 - 139:35] (11 lines, 88 tokens)
gptme/llm/models/data.py [117:35 - 128:33]
Clone found (python):
- gptme/llm/validate.py [205:45 - 219:18] (14 lines, 99 tokens)
gptme/llm/validate.py [188:48 - 202:23]
Clone found (python):
- gptme/llm/validate.py [222:37 - 233:64] (11 lines, 93 tokens)
gptme/llm/validate.py [188:48 - 199:64]
Clone found (python):
- gptme/llm/__init__.py [459:12 - 467:25] (8 lines, 98 tokens)
gptme/llm/__init__.py [354:19 - 362:11]
Clone found (python):
- gptme/llm/__init__.py [530:21 - 537:14] (7 lines, 101 tokens)
gptme/llm/__init__.py [250:21 - 257:7]
Clone found (python):
- gptme/hooks/tests/test_tool_target_instructions.py [157:32 - 164:67] (7 lines, 84 tokens)
gptme/hooks/tests/test_tool_target_instructions.py [134:31 - 141:72]
Clone found (python):
- gptme/hooks/tests/test_tool_target_instructions.py [260:36 - 270:42] (10 lines, 91 tokens)
gptme/hooks/tests/test_tool_target_instructions.py [132:43 - 140:63]
Clone found (python):
- gptme/hooks/tests/test_time_awareness.py [132:32 - 138:23] (6 lines, 77 tokens)
gptme/hooks/tests/test_time_awareness.py [114:36 - 120:22]
Clone found (python):
- gptme/hooks/tests/test_time_awareness.py [146:31 - 152:22] (6 lines, 77 tokens)
gptme/hooks/tests/test_time_awareness.py [114:36 - 120:22]
Clone found (python):
- gptme/hooks/tests/test_server_confirm.py [254:35 - 266:34] (12 lines, 124 tokens)
gptme/hooks/tests/test_server_elicit.py [265:35 - 277:34]
Clone found (python):
- gptme/hooks/tests/test_cost_awareness.py [271:9 - 284:40] (13 lines, 86 tokens)
gptme/hooks/tests/test_cost_awareness.py [239:9 - 252:35]
Clone found (python):
- gptme/hooks/tests/test_cost_awareness.py [383:9 - 399:48] (16 lines, 97 tokens)
gptme/hooks/tests/test_cost_awareness.py [360:9 - 376:47]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [131:9 - 142:69] (11 lines, 87 tokens)
gptme/hooks/tests/test_agents_md_inject.py [62:9 - 72:15]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [188:46 - 203:38] (15 lines, 112 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:74 - 171:38]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [236:55 - 252:19] (16 lines, 116 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:74 - 172:21]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [260:54 - 275:62] (15 lines, 104 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:74 - 170:69]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [286:48 - 302:29] (16 lines, 118 tokens)
gptme/hooks/tests/test_agents_md_inject.py [156:74 - 252:41]
Clone found (python):
- gptme/hooks/tests/test_agents_md_inject.py [369:44 - 384:38] (15 lines, 115 tokens)
gptme/hooks/tests/test_agents_md_inject.py [332:68 - 347:38]
Clone found (python):
- gptme/eval/suites/behavioral/implement_event_emitter.py [68:5 - 75:79] (7 lines, 106 tokens)
gptme/eval/suites/behavioral/implement_event_emitter.py [54:5 - 61:77]
Clone found (python):
- gptme/eval/suites/behavioral/implement_event_emitter.py [85:5 - 92:78] (7 lines, 106 tokens)
gptme/eval/suites/behavioral/implement_event_emitter.py [54:5 - 61:77]
Clone found (python):
- gptme/eval/suites/behavioral/circuit_breaker.py [3:1 - 19:37] (16 lines, 115 tokens)
gptme/eval/suites/behavioral/rate_limiting.py [3:1 - 19:32]
Clone found (python):
- gptme/eval/suites/behavioral/add_type_hints.py [42:5 - 50:15] (8 lines, 100 tokens)
gptme/eval/suites/behavioral/add_type_hints.py [20:5 - 36:16]
Clone found (python):
- gptme/eval/suites/behavioral/add_type_hints.py [83:5 - 90:41] (7 lines, 89 tokens)
gptme/eval/suites/behavioral/add_type_hints.py [20:5 - 27:44]
Clone found (python):
- gptme/eval/suites/behavioral/add_feature_preserve_default.py [61:5 - 82:5] (21 lines, 170 tokens)
gptme/eval/suites/behavioral/minimal_feature_preserve_default_with_decoys.py [112:5 - 133:4]
Clone found (python):
- gptme/eval/dspy/cli.py [316:66 - 331:49] (15 lines, 104 tokens)
gptme/eval/dspy/cli.py [78:1 - 93:7]
Clone found (python):
- gptme/eval/dspy/cli.py [423:45 - 439:60] (16 lines, 93 tokens)
gptme/eval/dspy/cli.py [160:9 - 176:55]
Clone found (python):
- gptme/eval/dspy/cli.py [450:13 - 456:27] (6 lines, 84 tokens)
gptme/eval/dspy/cli.py [187:13 - 192:69]
Clone found (python):
- gptme/eval/agents/swebench.py [134:13 - 143:16] (9 lines, 93 tokens)
gptme/eval/agents/swebench.py [110:9 - 117:11]
Clone found (python):
- gptme/eval/execenv.py [237:57 - 249:72] (12 lines, 139 tokens)
gptme/eval/filestore.py [59:60 - 71:14]
Clone found (python):
- gptme/eval/execenv.py [482:9 - 503:66] (21 lines, 109 tokens)
gptme/eval/execenv.py [180:9 - 201:64]
Clone found (python):
- gptme/eval/execenv.py [508:13 - 521:23] (13 lines, 93 tokens)
gptme/eval/execenv.py [207:13 - 220:15]
Clone found (python):
- gptme/eval/execenv.py [585:5 - 605:21] (20 lines, 118 tokens)
gptme/eval/execenv.py [360:5 - 380:21]
Clone found (python):
- gptme/eval/execenv.py [615:17 - 634:31] (19 lines, 143 tokens)
gptme/eval/execenv.py [395:17 - 414:88]
Clone found (python):
- gptme/eval/execenv.py [718:13 - 737:86] (19 lines, 144 tokens)
gptme/eval/execenv.py [207:13 - 527:80]
Clone found (python):
- gptme/context/adaptive_compressor.py [69:46 - 81:16] (12 lines, 86 tokens)
gptme/tools/autocompact/scoring.py [158:24 - 167:61]
Clone found (python):
- gptme/context/adaptive_compressor.py [203:48 - 212:49] (9 lines, 86 tokens)
gptme/tools/autocompact/scoring.py [263:25 - 272:49]
Clone found (python):
- gptme/context/__init__.py [36:55 - 49:75] (13 lines, 101 tokens)
gptme/context/selector/__init__.py [46:61 - 59:75]
Clone found (python):
- gptme/commands/meta.py [212:9 - 221:19] (9 lines, 90 tokens)
gptme/commands/meta.py [163:9 - 172:18]
Clone found (python):
- gptme/cli/doctor.py [253:47 - 268:47] (15 lines, 97 tokens)
gptme/cli/doctor.py [231:37 - 246:45]
Clone found (python):
- gptme/cli/cmd_chats.py [111:24 - 124:9] (13 lines, 88 tokens)
gptme/cli/cmd_chats.py [71:22 - 84:17]
Clone found (python):
- gptme/agent/cli.py [97:6 - 120:13] (23 lines, 121 tokens)
gptme/cli/cmd_agents.py [76:8 - 99:9]
Clone found (python):
- gptme/acp/client.py [428:5 - 435:19] (7 lines, 139 tokens)
gptme/acp/client.py [239:9 - 246:14]
Clone found (python):
- scripts/generate_sounds.py [165:18 - 173:17] (8 lines, 81 tokens)
scripts/generate_sounds.py [91:16 - 99:15]
Clone found (python):
- scripts/analyze_compression.py [152:54 - 164:33] (12 lines, 97 tokens)
scripts/analyze_compression.py [55:82 - 67:35]
Clone found (python):
- scripts/analyze_compression.py [220:9 - 231:57] (11 lines, 97 tokens)
scripts/analyze_compression.py [116:9 - 127:53]
Clone found (python):
- gptme/telemetry.py [57:24 - 80:8] (23 lines, 106 tokens)
gptme/util/_telemetry.py [326:34 - 349:11]
Clone found (python):
- gptme/telemetry.py [506:5 - 517:19] (11 lines, 90 tokens)
gptme/telemetry.py [110:9 - 121:22]
Clone found (python):
- gptme/__init__.py [20:44 - 31:55] (11 lines, 89 tokens)
gptme/context/selector/__init__.py [46:61 - 58:15]
┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python │ 379 │ 102580 │ 632435 │ 65 │ 799 (0.78%) │ 6700 (1.06%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css │ 3 │ 225 │ 1446 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 3 │ 653 │ 5990 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup │ 2 │ 320 │ 2766 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown │ 7 │ 820 │ 8022 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ yaml │ 3 │ 73 │ 231 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ txt │ 1 │ 78 │ 300 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash │ 16 │ 1312 │ 5317 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ toml │ 1 │ 137 │ 326 │ 0 │ 0 (0%) │ 0 (0%) │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total: │ 415 │ 106198 │ 656833 │ 65 │ 799 (0.75%) │ 6700 (1.02%) │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 65 clones.
time: 4.656s
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