File Size Overall
  • There are 183 files with 51,430 lines of code.
    • 9 very long files (14,836 lines of code)
    • 25 long files (17,639 lines of code)
    • 41 medium size files (12,677 lines of code)
    • 19 small files (2,800 lines of code)
    • 89 very small files (3,478 lines of code)
28% | 34% | 24% | 5% | 6%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
ipynb35% | 43% | 20% | <1% | 0%
py17% | 8% | 39% | 16% | 17%
yaml0% | 47% | 0% | 21% | 31%
ts0% | 0% | 52% | 0% | 47%
toml0% | 0% | 0% | 0% | 100%
mjs0% | 0% | 0% | 0% | 100%
jsonl0% | 0% | 0% | 0% | 100%
c0% | 0% | 0% | 0% | 100%
xml0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
claude_agent_sdk44% | 29% | 13% | 3% | 9%
tool_use49% | 8% | 33% | 3% | 3%
capabilities48% | 0% | 5% | 17% | 27%
managed_agents17% | 32% | 37% | 4% | 7%
misc19% | 48% | 29% | 1% | 0%
coding100% | 0% | 0% | 0% | 0%
patterns0% | 89% | 9% | 0% | <1%
ROOT0% | 80% | 0% | 13% | 6%
extended_thinking0% | 100% | 0% | 0% | 0%
evals0% | 85% | 0% | 14% | <1%
scripts0% | 84% | 0% | 0% | 15%
fable_5_fallback_billing0% | 100% | 0% | 0% | 0%
multimodal0% | 100% | 0% | 0% | 0%
skills0% | 0% | 72% | 27% | 0%
.claude0% | 0% | 100% | 0% | 0%
finetuning0% | 0% | 100% | 0% | 0%
.github0% | 0% | 49% | 0% | 50%
tool_evaluation0% | 0% | 0% | 0% | 100%
anthropic_cookbook0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
sre_mcp_server.py
in claude_agent_sdk/site_reliability_agent
2280 4
07_Hosting_the_agent.ipynb
in claude_agent_sdk
2160 -
1895 -
guide.ipynb
in capabilities/contextual-embeddings
1851 -
1663 -
1474 -
1248 -
1175 -
1090 -
977 -
08_Dynamic_workflows.ipynb
in claude_agent_sdk
949 -
887 -
885 -
latency_multi_agent.ipynb
in patterns/agents
871 -
862 -
850 -
800 -
basic_workflows.ipynb
in patterns/agents
797 -
792 -
788 -
745 -
649 -
640 -
632 14
592 -
orchestrator_workers.ipynb
in patterns/agents
585 -
564 -
guide.ipynb
in fable_5_fallback_billing
563 -
infra_setup.py
in claude_agent_sdk/site_reliability_agent
552 8
542 -
541 -
536 -
532 -
508 -
487 -
462 -
452 -
447 -
team_expense_api.py
in tool_use/utils
435 4
data_analyst_agent.ipynb
in managed_agents
413 -
407 -
404 -
403 -
slack_data_bot.ipynb
in managed_agents
369 -
366 -
352 -
351 -
validate_notebook.py
in .claude/skills/cookbook-audit
346 17
scheduled_review.py
in claude_agent_sdk/scheduled_repository_reviewer
340 11
312 -
Large Files That Change Often (Top 20)
To change a file, an AI coding agent (or a person) has to read it: these files are read the most for the changes in the past year (lines × changes).
File# lines≈ tokens
to read
# changes
(1y)
≈ lines edited
per change
lines read per
line changed
977 ~5k–15k 71 ~30 ~30
guide.ipynb
in capabilities/contextual-embeddings
1851 ~10k–30k 13 ~500 ~3
1474 ~10k–30k 14 ~700 ~2
1248 ~7k–20k 13 ~500 ~3
07_Hosting_the_agent.ipynb
in claude_agent_sdk
2160 ~15k–50k 4 ~1,000 ~2
640 ~3k–10k 12 ~150 ~5
1090 ~7k–20k 7 ~700 ~2
1175 ~7k–20k 6 ~500 ~2
1663 ~10k–30k 4 ~700 ~2
649 ~3k–10k 10 ~150 ~5
850 ~5k–15k 7 ~200 ~5
160 ~1k–3k 35 ~10 ~15
887 ~5k–15k 6 ~200 ~5
632 ~3k–10k 8 ~200 ~3
792 ~5k–15k 6 ~200 ~5
745 ~5k–15k 6 ~200 ~3
536 ~3k–10k 8 ~300 ~2
532 ~3k–10k 7 ~300 ~2
orchestrator_workers.ipynb
in patterns/agents
585 ~3k–10k 6 ~300 ~2
862 ~5k–15k 4 ~200 ~5

Tokens are lines × 7 to 14 (analysis.fileReadsForChanges). Lines edited per change are the file's lines added and deleted divided by its commits over the whole history. Agents read about 2,000 lines at a time: when a 17,000-line file was split into modules, the tokens an agent read for the same change fell by 83% (The Economic Benefit of Refactoring, 2026).

Files With Most Units (Top 50)
File# lines# units
html_renderer.py
in claude_agent_sdk/utils
220 19
validate_notebook.py
in .claude/skills/cookbook-audit
346 17
visualize.py
in tool_use/utils
247 16
tools.py
in managed_agents/mongodb_on_cma
201 15
632 14
customer_service_tools.py
in tool_use/utils
209 12
vectordb.py
in capabilities/retrieval_augmented_generation/evaluation
149 12
embeddings.py
in managed_agents/mongodb_on_cma
96 12
webhook.ts
in managed_agents/self_hosted_sandboxes/vercel/api
275 12
dcf_model.py
in skills/custom_skills/creating-financial-models
289 12
calculate_ratios.py
in skills/custom_skills/analyzing-financial-statements
231 12
scheduled_review.py
in claude_agent_sdk/scheduled_repository_reviewer
340 11
validate_brand.py
in skills/custom_skills/applying-brand-guidelines
185 11
memory_tool.py
in tool_use
207 10
apply_brand.py
in skills/custom_skills/applying-brand-guidelines
286 10
data_processor_v1.py
in tool_use/memory_demo/sample_code
77 9
code_review_demo.py
in tool_use/memory_demo
192 9
184 9
sensitivity_analysis.py
in skills/custom_skills/creating-financial-models
219 9
interpret_ratios.py
in skills/custom_skills/analyzing-financial-statements
260 9
build_creatives.py
in capabilities/content_moderation/data/ad_creatives
108 8
agent_visualizer.py
in claude_agent_sdk/utils
285 8
infra_setup.py
in claude_agent_sdk/site_reliability_agent
552 8
sql_query_builder.py
in tool_use/memory_demo/sample_code
39 7
engine.py
in capabilities/content_moderation
222 7
pipeline.py
in capabilities/content_moderation
159 7
prompts.py
in capabilities/retrieval_augmented_generation/evaluation
100 7
verify_registry.py
in .github/scripts
206 7
customer_service_api.py
in tool_use/utils
289 6
cache_manager.py
in tool_use/memory_demo/sample_code
73 6
ap2_mandates.py
in managed_agents/mongodb_on_cma
169 6
runner.ts
in managed_agents/self_hosted_sandboxes/cf-worker/src
73 6
agentic_search.py
in evals/agentic_search/utils
137 5
eval_extraction.py
in capabilities/knowledge_graph/evaluation
103 5
vectordb.py
in capabilities/text_to_sql/evaluation
54 5
prompts.py
in capabilities/text_to_sql/evaluation
57 5
container.ts
in managed_agents/self_hosted_sandboxes/cf/src
67 5
talent_scorer.py
in claude_agent_sdk/chief_of_staff_agent/scripts
119 5
64 5
file_utils.py
in skills
126 5
team_expense_api.py
in tool_use/utils
435 4
web_scraper_v1.py
in tool_use/memory_demo/sample_code
53 4
demo_helpers.py
in tool_use/memory_demo
133 4
vectordb.py
in capabilities/classification/evaluation
63 4
provider_retrieval.py
in capabilities/retrieval_augmented_generation/evaluation
94 4
s3_adapter.py
in capabilities/contextual-embeddings/contextual-rag-lambda-function
35 4
daytona_webhook.py
in managed_agents/self_hosted_sandboxes/daytona
130 4
canary.c
in claude_agent_sdk/vulnerability_detection_agent/canary
39 4
sre_mcp_server.py
in claude_agent_sdk/site_reliability_agent
2280 4
financial_forecast.py
in claude_agent_sdk/chief_of_staff_agent/scripts
99 4
Files With Long Lines (Top 50)

There are 71 files with lines longer than 120 characters. In total, there are 1720 long lines.

File# lines# units# long lines
1895 - 144
1474 - 103
1175 - 90
08_Dynamic_workflows.ipynb
in claude_agent_sdk
949 - 86
07_Hosting_the_agent.ipynb
in claude_agent_sdk
2160 - 76
887 - 68
1248 - 66
788 - 63
guide.ipynb
in capabilities/contextual-embeddings
1851 - 55
885 - 53
guide.ipynb
in fable_5_fallback_billing
563 - 46
407 - 44
800 - 38
745 - 35
649 - 35
592 - 34
542 - 33
1090 - 32
536 - 31
customer_service_api.py
in tool_use/utils
289 6 30
orchestrator_workers.ipynb
in patterns/agents
585 - 30
850 - 30
403 - 30
508 - 30
532 - 26
792 - 24
462 - 23
351 - 21
data_analyst_agent.ipynb
in managed_agents
413 - 21
jsonl
support_tickets.jsonl
in managed_agents/example_data/prompt_versioning_and_rollback
20 - 20
404 - 18
640 - 18
447 - 18
366 - 15
564 - 15
slack_data_bot.ipynb
in managed_agents
369 - 15
452 - 14
312 - 13
266 - 13
1663 - 12
862 - 12
258 - 11
jsonl
samples.jsonl
in capabilities/content_moderation/data/ad_creatives
10 - 10
352 - 9
260 - 9
278 - 8
research_corpus.py
in tool_use/context_engineering
275 1 7
135 - 7
basic_workflows.ipynb
in patterns/agents
797 - 7
evaluation.xml
in tool_evaluation
34 - 7
Correlations

File Size vs. Commits (all time): 183 points

managed_agents/CMA_consult_an_advisor.ipynb x: 3 commits (all time) y: 592 lines of code managed_agents/CMA_coordinate_specialist_team.ipynb x: 7 commits (all time) y: 532 lines of code managed_agents/CMA_explore_unfamiliar_codebase.ipynb x: 4 commits (all time) y: 278 lines of code managed_agents/CMA_gate_human_in_the_loop.ipynb x: 4 commits (all time) y: 312 lines of code managed_agents/CMA_operate_in_production.ipynb x: 6 commits (all time) y: 403 lines of code managed_agents/CMA_orchestrate_issue_to_pr.ipynb x: 6 commits (all time) y: 266 lines of code managed_agents/CMA_pin_inference_geo.ipynb x: 3 commits (all time) y: 258 lines of code managed_agents/CMA_plan_big_execute_small.ipynb x: 8 commits (all time) y: 536 lines of code managed_agents/CMA_prompt_versioning_and_rollback.ipynb x: 4 commits (all time) y: 447 lines of code managed_agents/CMA_remember_user_preferences.ipynb x: 10 commits (all time) y: 649 lines of code managed_agents/CMA_use_skills_from_a_repo.ipynb x: 3 commits (all time) y: 351 lines of code managed_agents/CMA_with_mongodb_atlas.ipynb x: 4 commits (all time) y: 1663 lines of code managed_agents/data_analyst_agent.ipynb x: 6 commits (all time) y: 413 lines of code managed_agents/sre_incident_responder.ipynb x: 7 commits (all time) y: 850 lines of code fable_5_fallback_billing/guide.ipynb x: 3 commits (all time) y: 563 lines of code authors.yaml x: 35 commits (all time) y: 160 lines of code patterns/agents/latency_multi_agent.ipynb x: 1 commits (all time) y: 871 lines of code registry.yaml x: 71 commits (all time) y: 977 lines of code misc/admin_api.ipynb x: 1 commits (all time) y: 800 lines of code claude_agent_sdk/scheduled_repository_reviewer/scheduled_review.py x: 1 commits (all time) y: 340 lines of code capabilities/contextual-embeddings/guide.ipynb x: 13 commits (all time) y: 1851 lines of code finetuning/finetuning_on_bedrock.ipynb x: 11 commits (all time) y: 258 lines of code misc/building_evals.ipynb x: 10 commits (all time) y: 407 lines of code misc/how_to_enable_json_mode.ipynb x: 8 commits (all time) y: 541 lines of code misc/how_to_make_sql_queries.ipynb x: 10 commits (all time) y: 255 lines of code scripts/validate_all_notebooks.py x: 13 commits (all time) y: 632 lines of code tool_use/customer_service_agent.ipynb x: 11 commits (all time) y: 404 lines of code capabilities/content_moderation/data/ad_creatives/build_creatives.py x: 4 commits (all time) y: 108 lines of code capabilities/content_moderation/data/ad_creatives/samples.jsonl x: 2 commits (all time) y: 10 lines of code capabilities/content_moderation/data/product_listings/samples.jsonl x: 2 commits (all time) y: 6 lines of code capabilities/content_moderation/engine.py x: 2 commits (all time) y: 222 lines of code capabilities/content_moderation/evaluation/run_eval.py x: 3 commits (all time) y: 86 lines of code capabilities/content_moderation/pipeline.py x: 3 commits (all time) y: 159 lines of code claude_agent_sdk/08_Dynamic_workflows.ipynb x: 1 commits (all time) y: 949 lines of code managed_agents/mongodb_on_cma/__init__.py x: 3 commits (all time) y: 61 lines of code managed_agents/mongodb_on_cma/ap2_mandates.py x: 2 commits (all time) y: 169 lines of code managed_agents/mongodb_on_cma/config.py x: 3 commits (all time) y: 24 lines of code managed_agents/mongodb_on_cma/embeddings.py x: 2 commits (all time) y: 96 lines of code managed_agents/mongodb_on_cma/tools.py x: 3 commits (all time) y: 201 lines of code .claude/skills/cookbook-audit/validate_notebook.py x: 7 commits (all time) y: 346 lines of code lychee.toml x: 18 commits (all time) y: 49 lines of code evals/agentic_search/reproduce_agentic_search_benchmarks.ipynb x: 1 commits (all time) y: 788 lines of code evals/agentic_search/utils/__init__.py x: 1 commits (all time) y: 1 lines of code evals/agentic_search/utils/agentic_search.py x: 1 commits (all time) y: 137 lines of code patterns/agents/async_multi_agent_orchestration.ipynb x: 2 commits (all time) y: 564 lines of code claude_agent_sdk/07_Hosting_the_agent.ipynb x: 4 commits (all time) y: 2160 lines of code claude_agent_sdk/hosting/kubernetes/gateway/k8s.py x: 5 commits (all time) y: 312 lines of code claude_agent_sdk/hosting/kubernetes/gateway/main.py x: 4 commits (all time) y: 167 lines of code claude_agent_sdk/hosting/kubernetes/gateway/proxy.py x: 4 commits (all time) y: 45 lines of code claude_agent_sdk/hosting/server.py x: 5 commits (all time) y: 90 lines of code claude_agent_sdk/hosting/kubernetes/manifests/egress-proxy.yaml x: 2 commits (all time) y: 56 lines of code claude_agent_sdk/hosting/kubernetes/manifests/gateway.yaml x: 2 commits (all time) y: 115 lines of code claude_agent_sdk/hosting/kubernetes/manifests/network-policy.yaml x: 2 commits (all time) y: 31 lines of code claude_agent_sdk/hosting/kubernetes/manifests/redis.yaml x: 2 commits (all time) y: 74 lines of code claude_agent_sdk/hosting/modal/modal_app.py x: 2 commits (all time) y: 45 lines of code claude_agent_sdk/hosting/run_once.py x: 2 commits (all time) y: 21 lines of code .pre-commit-config.yaml x: 13 commits (all time) y: 23 lines of code managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml x: 4 commits (all time) y: 19 lines of code managed_agents/self_hosted_sandboxes/cf/wrangler.toml x: 4 commits (all time) y: 28 lines of code managed_agents/self_hosted_sandboxes/cf-worker/src/tools.ts x: 2 commits (all time) y: 71 lines of code managed_agents/self_hosted_sandboxes/daytona/daytona_webhook.py x: 2 commits (all time) y: 130 lines of code claude_agent_sdk/vulnerability_detection_agent/canary/canary.c x: 1 commits (all time) y: 39 lines of code managed_agents/slack_data_bot.ipynb x: 5 commits (all time) y: 369 lines of code managed_agents/example_data/gate/inbox/receipts.jsonl x: 1 commits (all time) y: 12 lines of code managed_agents/example_data/prompt_versioning_and_rollback/support_tickets.jsonl x: 1 commits (all time) y: 20 lines of code managed_agents/example_data/sre/infra/k8s/checkout-deploy.yaml x: 1 commits (all time) y: 32 lines of code managed_agents/utilities.py x: 1 commits (all time) y: 50 lines of code tool_use/threat_intel_enrichment_agent.ipynb x: 1 commits (all time) y: 1895 lines of code claude_agent_sdk/05_Building_a_session_browser.ipynb x: 3 commits (all time) y: 542 lines of code tool_use/context_engineering/research_corpus.py x: 1 commits (all time) y: 275 lines of code capabilities/knowledge_graph/evaluation/eval_extraction.py x: 11 commits (all time) y: 103 lines of code claude_agent_sdk/04_migrating_from_openai_agents_sdk.ipynb x: 1 commits (all time) y: 885 lines of code claude_agent_sdk/site_reliability_agent/infra_setup.py x: 1 commits (all time) y: 552 lines of code claude_agent_sdk/site_reliability_agent/sre_mcp_server.py x: 1 commits (all time) y: 2280 lines of code misc/prompt_caching.ipynb x: 22 commits (all time) y: 640 lines of code capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py x: 9 commits (all time) y: 52 lines of code capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml x: 7 commits (all time) y: 17 lines of code capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py x: 9 commits (all time) y: 94 lines of code capabilities/summarization/evaluation/custom_evals/llm_eval.py x: 9 commits (all time) y: 26 lines of code capabilities/summarization/evaluation/promptfooconfig.yaml x: 7 commits (all time) y: 27 lines of code capabilities/text_to_sql/evaluation/promptfooconfig.yaml x: 7 commits (all time) y: 85 lines of code claude_agent_sdk/chief_of_staff_agent/agent.py x: 5 commits (all time) y: 70 lines of code claude_agent_sdk/observability_agent/agent.py x: 5 commits (all time) y: 79 lines of code claude_agent_sdk/research_agent/agent.py x: 5 commits (all time) y: 61 lines of code coding/prompting_for_frontend_aesthetics.ipynb x: 6 commits (all time) y: 1175 lines of code extended_thinking/extended_thinking_with_tool_use.ipynb x: 9 commits (all time) y: 862 lines of code misc/batch_processing.ipynb x: 11 commits (all time) y: 462 lines of code misc/generate_test_cases.ipynb x: 13 commits (all time) y: 792 lines of code misc/pdf_upload_summarization.ipynb x: 14 commits (all time) y: 260 lines of code misc/session_memory_compaction.ipynb x: 14 commits (all time) y: 1474 lines of code misc/speculative_prompt_caching.ipynb x: 9 commits (all time) y: 487 lines of code misc/using_citations.ipynb x: 17 commits (all time) y: 887 lines of code multimodal/reading_charts_graphs_powerpoints.ipynb x: 13 commits (all time) y: 508 lines of code patterns/agents/orchestrator_workers.ipynb x: 8 commits (all time) y: 585 lines of code patterns/agents/util.py x: 10 commits (all time) y: 18 lines of code skills/skill_utils.py x: 10 commits (all time) y: 184 lines of code tool_use/automatic-context-compaction.ipynb x: 13 commits (all time) y: 1248 lines of code tool_use/parallel_tools.ipynb x: 5 commits (all time) y: 352 lines of code tool_use/tool_choice.ipynb x: 11 commits (all time) y: 745 lines of code tool_use/tool_search_alternate_approaches.ipynb x: 4 commits (all time) y: 452 lines of code tool_use/tool_search_with_embeddings.ipynb x: 7 commits (all time) y: 1090 lines of code scripts/validate_authors_sorted.py x: 1 commits (all time) y: 64 lines of code claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py x: 4 commits (all time) y: 217 lines of code claude_agent_sdk/chief_of_staff_agent/scripts/financial_forecast.py x: 4 commits (all time) y: 99 lines of code claude_agent_sdk/chief_of_staff_agent/scripts/talent_scorer.py x: 4 commits (all time) y: 119 lines of code claude_agent_sdk/utils/agent_visualizer.py x: 5 commits (all time) y: 285 lines of code claude_agent_sdk/utils/html_renderer.py x: 1 commits (all time) y: 220 lines of code scripts/validate_notebooks.py x: 11 commits (all time) y: 39 lines of code .github/scripts/verify_registry.py x: 4 commits (all time) y: 206 lines of code capabilities/classification/evaluation/prompts.py x: 7 commits (all time) y: 44 lines of code capabilities/classification/evaluation/vectordb.py x: 7 commits (all time) y: 63 lines of code capabilities/contextual-embeddings/contextual-rag-lambda-function/inference_adapter.py x: 8 commits (all time) y: 36 lines of code capabilities/contextual-embeddings/contextual-rag-lambda-function/lambda_function.py x: 7 commits (all time) y: 57 lines of code capabilities/retrieval_augmented_generation/evaluation/prompts.py x: 8 commits (all time) y: 100 lines of code capabilities/retrieval_augmented_generation/evaluation/vectordb.py x: 7 commits (all time) y: 149 lines of code misc/read_web_pages_with_haiku.ipynb x: 9 commits (all time) y: 135 lines of code patterns/agents/basic_workflows.ipynb x: 9 commits (all time) y: 797 lines of code patterns/agents/evaluator_optimizer.ipynb x: 7 commits (all time) y: 306 lines of code scripts/detect-secrets/plugins.py x: 4 commits (all time) y: 13 lines of code skills/custom_skills/analyzing-financial-statements/calculate_ratios.py x: 7 commits (all time) y: 231 lines of code skills/custom_skills/analyzing-financial-statements/interpret_ratios.py x: 7 commits (all time) y: 260 lines of code skills/custom_skills/applying-brand-guidelines/apply_brand.py x: 7 commits (all time) y: 286 lines of code skills/custom_skills/applying-brand-guidelines/validate_brand.py x: 5 commits (all time) y: 185 lines of code skills/custom_skills/creating-financial-models/dcf_model.py x: 7 commits (all time) y: 289 lines of code skills/custom_skills/creating-financial-models/sensitivity_analysis.py x: 7 commits (all time) y: 219 lines of code skills/file_utils.py x: 7 commits (all time) y: 126 lines of code tool_use/memory_demo/sample_code/api_client_v1.py x: 8 commits (all time) y: 60 lines of code tool_use/memory_demo/sample_code/cache_manager.py x: 8 commits (all time) y: 73 lines of code tool_use/memory_demo/sample_code/data_processor_v1.py x: 4 commits (all time) y: 77 lines of code tool_use/memory_demo/sample_code/web_scraper_v1.py x: 8 commits (all time) y: 53 lines of code .github/ISSUE_TEMPLATE/bug_report.yml x: 1 commits (all time) y: 72 lines of code .github/ISSUE_TEMPLATE/question.yml x: 1 commits (all time) y: 54 lines of code tool_use/__init__.py x: 3 commits (all time) y: 1 lines of code tool_use/utils/__init__.py x: 4 commits (all time) y: 2 lines of code tool_use/utils/customer_service_api.py x: 3 commits (all time) y: 289 lines of code tool_use/utils/customer_service_tools.py x: 3 commits (all time) y: 209 lines of code tool_use/utils/team_expense_api.py x: 4 commits (all time) y: 435 lines of code tool_use/utils/visualize.py x: 4 commits (all time) y: 247 lines of code capabilities/classification/evaluation/promptfooconfig.yaml x: 6 commits (all time) y: 49 lines of code capabilities/classification/evaluation/transform.py x: 6 commits (all time) y: 6 lines of code claude_agent_sdk/chief_of_staff_agent/.claude/hooks/report-tracker.py x: 3 commits (all time) y: 50 lines of code misc/building_moderation_filter.ipynb x: 12 commits (all time) y: 366 lines of code tool_use/memory_demo/code_review_demo.py x: 14 commits (all time) y: 192 lines of code tool_use/memory_demo/demo_helpers.py x: 14 commits (all time) y: 133 lines of code tool_use/memory_tool.py x: 7 commits (all time) y: 207 lines of code capabilities/summarization/evaluation/tests.yaml x: 3 commits (all time) y: 162 lines of code tool_evaluation/evaluation.xml x: 3 commits (all time) y: 34 lines of code
2280.0
lines of code
  min: 1.0
  average: 281.04
  25th percentile: 36.0
  median: 115.0
  75th percentile: 352.0
  max: 2280.0
0 71.0
commits (all time)
min: 1.0 | average: 5.81 | 25th percentile: 2.0 | median: 4.0 | 75th percentile: 7.0 | max: 71.0

File Size vs. Contributors (all time): 183 points

managed_agents/CMA_consult_an_advisor.ipynb x: 1 contributors (all time) y: 592 lines of code managed_agents/CMA_coordinate_specialist_team.ipynb x: 2 contributors (all time) y: 532 lines of code managed_agents/CMA_explore_unfamiliar_codebase.ipynb x: 4 contributors (all time) y: 278 lines of code managed_agents/CMA_gate_human_in_the_loop.ipynb x: 4 contributors (all time) y: 312 lines of code managed_agents/CMA_operate_in_production.ipynb x: 4 contributors (all time) y: 403 lines of code managed_agents/CMA_orchestrate_issue_to_pr.ipynb x: 4 contributors (all time) y: 266 lines of code managed_agents/CMA_pin_inference_geo.ipynb x: 1 contributors (all time) y: 258 lines of code managed_agents/CMA_plan_big_execute_small.ipynb x: 3 contributors (all time) y: 536 lines of code managed_agents/CMA_prompt_versioning_and_rollback.ipynb x: 3 contributors (all time) y: 447 lines of code managed_agents/CMA_remember_user_preferences.ipynb x: 3 contributors (all time) y: 649 lines of code managed_agents/CMA_use_skills_from_a_repo.ipynb x: 1 contributors (all time) y: 351 lines of code managed_agents/CMA_with_mongodb_atlas.ipynb x: 2 contributors (all time) y: 1663 lines of code managed_agents/data_analyst_agent.ipynb x: 4 contributors (all time) y: 413 lines of code managed_agents/sre_incident_responder.ipynb x: 6 contributors (all time) y: 850 lines of code fable_5_fallback_billing/guide.ipynb x: 2 contributors (all time) y: 563 lines of code authors.yaml x: 19 contributors (all time) y: 160 lines of code patterns/agents/latency_multi_agent.ipynb x: 1 contributors (all time) y: 871 lines of code registry.yaml x: 29 contributors (all time) y: 977 lines of code misc/admin_api.ipynb x: 1 contributors (all time) y: 800 lines of code claude_agent_sdk/scheduled_repository_reviewer/scheduled_review.py x: 1 contributors (all time) y: 340 lines of code capabilities/contextual-embeddings/guide.ipynb x: 6 contributors (all time) y: 1851 lines of code finetuning/finetuning_on_bedrock.ipynb x: 6 contributors (all time) y: 258 lines of code misc/building_evals.ipynb x: 8 contributors (all time) y: 407 lines of code misc/how_to_enable_json_mode.ipynb x: 7 contributors (all time) y: 541 lines of code misc/how_to_make_sql_queries.ipynb x: 7 contributors (all time) y: 255 lines of code scripts/validate_all_notebooks.py x: 5 contributors (all time) y: 632 lines of code capabilities/content_moderation/data/ad_creatives/build_creatives.py x: 1 contributors (all time) y: 108 lines of code capabilities/content_moderation/data/ad_creatives/samples.jsonl x: 1 contributors (all time) y: 10 lines of code capabilities/content_moderation/data/product_listings/samples.jsonl x: 1 contributors (all time) y: 6 lines of code capabilities/content_moderation/engine.py x: 1 contributors (all time) y: 222 lines of code capabilities/content_moderation/evaluation/run_eval.py x: 1 contributors (all time) y: 86 lines of code capabilities/content_moderation/pipeline.py x: 1 contributors (all time) y: 159 lines of code claude_agent_sdk/08_Dynamic_workflows.ipynb x: 1 contributors (all time) y: 949 lines of code managed_agents/mongodb_on_cma/__init__.py x: 2 contributors (all time) y: 61 lines of code managed_agents/mongodb_on_cma/ap2_mandates.py x: 2 contributors (all time) y: 169 lines of code managed_agents/mongodb_on_cma/config.py x: 2 contributors (all time) y: 24 lines of code managed_agents/mongodb_on_cma/embeddings.py x: 2 contributors (all time) y: 96 lines of code managed_agents/mongodb_on_cma/seed.py x: 2 contributors (all time) y: 13 lines of code managed_agents/mongodb_on_cma/tools.py x: 2 contributors (all time) y: 201 lines of code .claude/skills/cookbook-audit/validate_notebook.py x: 5 contributors (all time) y: 346 lines of code lychee.toml x: 6 contributors (all time) y: 49 lines of code evals/agentic_search/reproduce_agentic_search_benchmarks.ipynb x: 1 contributors (all time) y: 788 lines of code evals/agentic_search/utils/agentic_search.py x: 1 contributors (all time) y: 137 lines of code patterns/agents/async_multi_agent_orchestration.ipynb x: 1 contributors (all time) y: 564 lines of code claude_agent_sdk/07_Hosting_the_agent.ipynb x: 2 contributors (all time) y: 2160 lines of code claude_agent_sdk/hosting/kubernetes/gateway/k8s.py x: 2 contributors (all time) y: 312 lines of code claude_agent_sdk/hosting/kubernetes/gateway/proxy.py x: 2 contributors (all time) y: 45 lines of code claude_agent_sdk/hosting/kubernetes/manifests/gateway.yaml x: 2 contributors (all time) y: 115 lines of code claude_agent_sdk/hosting/kubernetes/manifests/namespace.yaml x: 2 contributors (all time) y: 5 lines of code claude_agent_sdk/hosting/kubernetes/manifests/network-policy.yaml x: 2 contributors (all time) y: 31 lines of code claude_agent_sdk/hosting/kubernetes/manifests/redis.yaml x: 2 contributors (all time) y: 74 lines of code .pre-commit-config.yaml x: 5 contributors (all time) y: 23 lines of code managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml x: 4 contributors (all time) y: 19 lines of code managed_agents/self_hosted_sandboxes/cf/wrangler.toml x: 4 contributors (all time) y: 28 lines of code managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py x: 4 contributors (all time) y: 167 lines of code managed_agents/self_hosted_sandboxes/cf-worker/src/tools.ts x: 2 contributors (all time) y: 71 lines of code managed_agents/self_hosted_sandboxes/daytona/daytona_webhook.py x: 2 contributors (all time) y: 130 lines of code claude_agent_sdk/vulnerability_detection_agent/canary/canary.c x: 1 contributors (all time) y: 39 lines of code managed_agents/slack_data_bot.ipynb x: 3 contributors (all time) y: 369 lines of code managed_agents/example_data/prompt_versioning_and_rollback/support_tickets.jsonl x: 1 contributors (all time) y: 20 lines of code managed_agents/example_data/sre/infra/k8s/checkout-deploy.yaml x: 1 contributors (all time) y: 32 lines of code managed_agents/utilities.py x: 1 contributors (all time) y: 50 lines of code tool_use/threat_intel_enrichment_agent.ipynb x: 1 contributors (all time) y: 1895 lines of code claude_agent_sdk/05_Building_a_session_browser.ipynb x: 1 contributors (all time) y: 542 lines of code tool_use/context_engineering/research_corpus.py x: 1 contributors (all time) y: 275 lines of code capabilities/knowledge_graph/evaluation/eval_extraction.py x: 2 contributors (all time) y: 103 lines of code claude_agent_sdk/04_migrating_from_openai_agents_sdk.ipynb x: 1 contributors (all time) y: 885 lines of code claude_agent_sdk/site_reliability_agent/infra_setup.py x: 1 contributors (all time) y: 552 lines of code claude_agent_sdk/site_reliability_agent/sre_mcp_server.py x: 1 contributors (all time) y: 2280 lines of code misc/prompt_caching.ipynb x: 12 contributors (all time) y: 640 lines of code capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py x: 4 contributors (all time) y: 52 lines of code capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml x: 4 contributors (all time) y: 17 lines of code capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py x: 4 contributors (all time) y: 94 lines of code capabilities/text_to_sql/evaluation/promptfooconfig.yaml x: 4 contributors (all time) y: 85 lines of code claude_agent_sdk/chief_of_staff_agent/agent.py x: 5 contributors (all time) y: 70 lines of code claude_agent_sdk/observability_agent/agent.py x: 5 contributors (all time) y: 79 lines of code claude_agent_sdk/research_agent/agent.py x: 5 contributors (all time) y: 61 lines of code coding/prompting_for_frontend_aesthetics.ipynb x: 4 contributors (all time) y: 1175 lines of code extended_thinking/extended_thinking_with_tool_use.ipynb x: 6 contributors (all time) y: 862 lines of code misc/batch_processing.ipynb x: 8 contributors (all time) y: 462 lines of code misc/generate_test_cases.ipynb x: 8 contributors (all time) y: 792 lines of code misc/pdf_upload_summarization.ipynb x: 9 contributors (all time) y: 260 lines of code misc/session_memory_compaction.ipynb x: 3 contributors (all time) y: 1474 lines of code misc/speculative_prompt_caching.ipynb x: 6 contributors (all time) y: 487 lines of code misc/using_citations.ipynb x: 8 contributors (all time) y: 887 lines of code multimodal/reading_charts_graphs_powerpoints.ipynb x: 8 contributors (all time) y: 508 lines of code patterns/agents/orchestrator_workers.ipynb x: 5 contributors (all time) y: 585 lines of code patterns/agents/util.py x: 6 contributors (all time) y: 18 lines of code skills/skill_utils.py x: 4 contributors (all time) y: 184 lines of code tool_use/automatic-context-compaction.ipynb x: 4 contributors (all time) y: 1248 lines of code tool_use/parallel_tools.ipynb x: 4 contributors (all time) y: 352 lines of code tool_use/tool_choice.ipynb x: 8 contributors (all time) y: 745 lines of code tool_use/tool_search_alternate_approaches.ipynb x: 2 contributors (all time) y: 452 lines of code tool_use/tool_search_with_embeddings.ipynb x: 4 contributors (all time) y: 1090 lines of code scripts/validate_authors_sorted.py x: 1 contributors (all time) y: 64 lines of code claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py x: 4 contributors (all time) y: 217 lines of code claude_agent_sdk/chief_of_staff_agent/scripts/financial_forecast.py x: 4 contributors (all time) y: 99 lines of code claude_agent_sdk/chief_of_staff_agent/scripts/talent_scorer.py x: 4 contributors (all time) y: 119 lines of code claude_agent_sdk/utils/agent_visualizer.py x: 5 contributors (all time) y: 285 lines of code scripts/validate_notebooks.py x: 5 contributors (all time) y: 39 lines of code .github/scripts/verify_registry.py x: 3 contributors (all time) y: 206 lines of code capabilities/classification/evaluation/prompts.py x: 3 contributors (all time) y: 44 lines of code capabilities/classification/evaluation/vectordb.py x: 3 contributors (all time) y: 63 lines of code capabilities/contextual-embeddings/contextual-rag-lambda-function/lambda_function.py x: 3 contributors (all time) y: 57 lines of code capabilities/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py x: 3 contributors (all time) y: 35 lines of code capabilities/retrieval_augmented_generation/evaluation/eval_retrieval.py x: 3 contributors (all time) y: 87 lines of code capabilities/retrieval_augmented_generation/evaluation/vectordb.py x: 3 contributors (all time) y: 149 lines of code capabilities/summarization/evaluation/custom_evals/rouge_eval.py x: 3 contributors (all time) y: 17 lines of code misc/read_web_pages_with_haiku.ipynb x: 6 contributors (all time) y: 135 lines of code patterns/agents/basic_workflows.ipynb x: 7 contributors (all time) y: 797 lines of code patterns/agents/evaluator_optimizer.ipynb x: 5 contributors (all time) y: 306 lines of code skills/custom_skills/analyzing-financial-statements/calculate_ratios.py x: 3 contributors (all time) y: 231 lines of code skills/custom_skills/analyzing-financial-statements/interpret_ratios.py x: 3 contributors (all time) y: 260 lines of code skills/custom_skills/applying-brand-guidelines/apply_brand.py x: 3 contributors (all time) y: 286 lines of code skills/custom_skills/creating-financial-models/dcf_model.py x: 3 contributors (all time) y: 289 lines of code skills/custom_skills/creating-financial-models/sensitivity_analysis.py x: 3 contributors (all time) y: 219 lines of code skills/file_utils.py x: 3 contributors (all time) y: 126 lines of code tool_use/memory_demo/sample_code/cache_manager.py x: 3 contributors (all time) y: 73 lines of code tool_use/memory_demo/sample_code/web_scraper_v1.py x: 3 contributors (all time) y: 53 lines of code .github/ISSUE_TEMPLATE/bug_report.yml x: 1 contributors (all time) y: 72 lines of code .github/ISSUE_TEMPLATE/question.yml x: 1 contributors (all time) y: 54 lines of code tool_use/__init__.py x: 3 contributors (all time) y: 1 lines of code tool_use/utils/customer_service_tools.py x: 3 contributors (all time) y: 209 lines of code tool_use/utils/team_expense_api.py x: 3 contributors (all time) y: 435 lines of code tool_use/utils/visualize.py x: 3 contributors (all time) y: 247 lines of code misc/building_moderation_filter.ipynb x: 7 contributors (all time) y: 366 lines of code tool_use/memory_demo/code_review_demo.py x: 4 contributors (all time) y: 192 lines of code tool_use/memory_demo/demo_helpers.py x: 4 contributors (all time) y: 133 lines of code
2280.0
lines of code
  min: 1.0
  average: 281.04
  25th percentile: 36.0
  median: 115.0
  75th percentile: 352.0
  max: 2280.0
0 29.0
contributors (all time)
min: 1.0 | average: 3.33 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 4.0 | max: 29.0

File Size vs. Commits (30 days): 19 points

managed_agents/CMA_consult_an_advisor.ipynb x: 1 commits (30d) y: 592 lines of code managed_agents/CMA_coordinate_specialist_team.ipynb x: 1 commits (30d) y: 532 lines of code managed_agents/CMA_explore_unfamiliar_codebase.ipynb x: 1 commits (30d) y: 278 lines of code managed_agents/CMA_gate_human_in_the_loop.ipynb x: 1 commits (30d) y: 312 lines of code managed_agents/CMA_operate_in_production.ipynb x: 1 commits (30d) y: 403 lines of code managed_agents/CMA_orchestrate_issue_to_pr.ipynb x: 1 commits (30d) y: 266 lines of code managed_agents/CMA_pin_inference_geo.ipynb x: 1 commits (30d) y: 258 lines of code managed_agents/CMA_prompt_versioning_and_rollback.ipynb x: 1 commits (30d) y: 447 lines of code managed_agents/CMA_remember_user_preferences.ipynb x: 1 commits (30d) y: 649 lines of code managed_agents/CMA_use_skills_from_a_repo.ipynb x: 1 commits (30d) y: 351 lines of code managed_agents/CMA_with_mongodb_atlas.ipynb x: 1 commits (30d) y: 1663 lines of code managed_agents/data_analyst_agent.ipynb x: 1 commits (30d) y: 413 lines of code managed_agents/sre_incident_responder.ipynb x: 1 commits (30d) y: 850 lines of code fable_5_fallback_billing/guide.ipynb x: 1 commits (30d) y: 563 lines of code authors.yaml x: 1 commits (30d) y: 160 lines of code patterns/agents/latency_multi_agent.ipynb x: 1 commits (30d) y: 871 lines of code registry.yaml x: 2 commits (30d) y: 977 lines of code misc/admin_api.ipynb x: 1 commits (30d) y: 800 lines of code
1663.0
lines of code
  min: 160.0
  average: 574.79
  25th percentile: 312.0
  median: 532.0
  75th percentile: 800.0
  max: 1663.0
0 2.0
commits (30d)
min: 1.0 | average: 1.05 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 2.0

File Size vs. Contributors (30 days): 19 points

managed_agents/CMA_consult_an_advisor.ipynb x: 1 contributors (30d) y: 592 lines of code managed_agents/CMA_coordinate_specialist_team.ipynb x: 1 contributors (30d) y: 532 lines of code managed_agents/CMA_explore_unfamiliar_codebase.ipynb x: 1 contributors (30d) y: 278 lines of code managed_agents/CMA_gate_human_in_the_loop.ipynb x: 1 contributors (30d) y: 312 lines of code managed_agents/CMA_operate_in_production.ipynb x: 1 contributors (30d) y: 403 lines of code managed_agents/CMA_orchestrate_issue_to_pr.ipynb x: 1 contributors (30d) y: 266 lines of code managed_agents/CMA_pin_inference_geo.ipynb x: 1 contributors (30d) y: 258 lines of code managed_agents/CMA_prompt_versioning_and_rollback.ipynb x: 1 contributors (30d) y: 447 lines of code managed_agents/CMA_remember_user_preferences.ipynb x: 1 contributors (30d) y: 649 lines of code managed_agents/CMA_use_skills_from_a_repo.ipynb x: 1 contributors (30d) y: 351 lines of code managed_agents/CMA_with_mongodb_atlas.ipynb x: 1 contributors (30d) y: 1663 lines of code managed_agents/data_analyst_agent.ipynb x: 1 contributors (30d) y: 413 lines of code managed_agents/sre_incident_responder.ipynb x: 1 contributors (30d) y: 850 lines of code fable_5_fallback_billing/guide.ipynb x: 1 contributors (30d) y: 563 lines of code authors.yaml x: 1 contributors (30d) y: 160 lines of code patterns/agents/latency_multi_agent.ipynb x: 1 contributors (30d) y: 871 lines of code registry.yaml x: 2 contributors (30d) y: 977 lines of code misc/admin_api.ipynb x: 1 contributors (30d) y: 800 lines of code
1663.0
lines of code
  min: 160.0
  average: 574.79
  25th percentile: 312.0
  median: 532.0
  75th percentile: 800.0
  max: 1663.0
0 2.0
contributors (30d)
min: 1.0 | average: 1.05 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 2.0

File Size vs. Commits (90 days): 41 points

managed_agents/CMA_consult_an_advisor.ipynb x: 3 commits (90d) y: 592 lines of code managed_agents/CMA_coordinate_specialist_team.ipynb x: 3 commits (90d) y: 532 lines of code managed_agents/CMA_explore_unfamiliar_codebase.ipynb x: 1 commits (90d) y: 278 lines of code managed_agents/CMA_gate_human_in_the_loop.ipynb x: 1 commits (90d) y: 312 lines of code managed_agents/CMA_operate_in_production.ipynb x: 3 commits (90d) y: 403 lines of code managed_agents/CMA_orchestrate_issue_to_pr.ipynb x: 3 commits (90d) y: 266 lines of code managed_agents/CMA_pin_inference_geo.ipynb x: 3 commits (90d) y: 258 lines of code managed_agents/CMA_plan_big_execute_small.ipynb x: 4 commits (90d) y: 536 lines of code managed_agents/CMA_prompt_versioning_and_rollback.ipynb x: 1 commits (90d) y: 447 lines of code managed_agents/CMA_remember_user_preferences.ipynb x: 1 commits (90d) y: 649 lines of code managed_agents/CMA_use_skills_from_a_repo.ipynb x: 3 commits (90d) y: 351 lines of code managed_agents/CMA_with_mongodb_atlas.ipynb x: 3 commits (90d) y: 1663 lines of code managed_agents/data_analyst_agent.ipynb x: 1 commits (90d) y: 413 lines of code managed_agents/sre_incident_responder.ipynb x: 1 commits (90d) y: 850 lines of code fable_5_fallback_billing/guide.ipynb x: 1 commits (90d) y: 563 lines of code authors.yaml x: 8 commits (90d) y: 160 lines of code patterns/agents/latency_multi_agent.ipynb x: 1 commits (90d) y: 871 lines of code registry.yaml x: 18 commits (90d) y: 977 lines of code misc/admin_api.ipynb x: 1 commits (90d) y: 800 lines of code claude_agent_sdk/scheduled_repository_reviewer/scheduled_review.py x: 1 commits (90d) y: 340 lines of code capabilities/contextual-embeddings/guide.ipynb x: 1 commits (90d) y: 1851 lines of code finetuning/finetuning_on_bedrock.ipynb x: 1 commits (90d) y: 258 lines of code misc/building_evals.ipynb x: 1 commits (90d) y: 407 lines of code misc/how_to_enable_json_mode.ipynb x: 1 commits (90d) y: 541 lines of code misc/how_to_make_sql_queries.ipynb x: 1 commits (90d) y: 255 lines of code scripts/validate_all_notebooks.py x: 1 commits (90d) y: 632 lines of code capabilities/content_moderation/data/ad_creatives/build_creatives.py x: 4 commits (90d) y: 108 lines of code capabilities/content_moderation/data/ad_creatives/samples.jsonl x: 2 commits (90d) y: 10 lines of code capabilities/content_moderation/data/product_listings/samples.jsonl x: 2 commits (90d) y: 6 lines of code capabilities/content_moderation/engine.py x: 2 commits (90d) y: 222 lines of code capabilities/content_moderation/evaluation/run_eval.py x: 3 commits (90d) y: 86 lines of code capabilities/content_moderation/pipeline.py x: 3 commits (90d) y: 159 lines of code claude_agent_sdk/08_Dynamic_workflows.ipynb x: 1 commits (90d) y: 949 lines of code managed_agents/mongodb_on_cma/__init__.py x: 2 commits (90d) y: 61 lines of code managed_agents/mongodb_on_cma/ap2_mandates.py x: 1 commits (90d) y: 169 lines of code managed_agents/mongodb_on_cma/config.py x: 2 commits (90d) y: 24 lines of code managed_agents/mongodb_on_cma/embeddings.py x: 1 commits (90d) y: 96 lines of code managed_agents/mongodb_on_cma/seed.py x: 1 commits (90d) y: 13 lines of code managed_agents/mongodb_on_cma/tools.py x: 2 commits (90d) y: 201 lines of code
1851.0
lines of code
  min: 6.0
  average: 432.17
  25th percentile: 159.5
  median: 340.0
  75th percentile: 577.5
  max: 1851.0
0 18.0
commits (90d)
min: 1.0 | average: 2.34 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 3.0 | max: 18.0

File Size vs. Contributors (90 days): 41 points

managed_agents/CMA_consult_an_advisor.ipynb x: 1 contributors (90d) y: 592 lines of code managed_agents/CMA_coordinate_specialist_team.ipynb x: 1 contributors (90d) y: 532 lines of code managed_agents/CMA_explore_unfamiliar_codebase.ipynb x: 1 contributors (90d) y: 278 lines of code managed_agents/CMA_gate_human_in_the_loop.ipynb x: 1 contributors (90d) y: 312 lines of code managed_agents/CMA_operate_in_production.ipynb x: 1 contributors (90d) y: 403 lines of code managed_agents/CMA_orchestrate_issue_to_pr.ipynb x: 1 contributors (90d) y: 266 lines of code managed_agents/CMA_pin_inference_geo.ipynb x: 1 contributors (90d) y: 258 lines of code managed_agents/CMA_plan_big_execute_small.ipynb x: 2 contributors (90d) y: 536 lines of code managed_agents/CMA_prompt_versioning_and_rollback.ipynb x: 1 contributors (90d) y: 447 lines of code managed_agents/CMA_remember_user_preferences.ipynb x: 1 contributors (90d) y: 649 lines of code managed_agents/CMA_use_skills_from_a_repo.ipynb x: 1 contributors (90d) y: 351 lines of code managed_agents/CMA_with_mongodb_atlas.ipynb x: 2 contributors (90d) y: 1663 lines of code managed_agents/data_analyst_agent.ipynb x: 1 contributors (90d) y: 413 lines of code managed_agents/sre_incident_responder.ipynb x: 1 contributors (90d) y: 850 lines of code fable_5_fallback_billing/guide.ipynb x: 1 contributors (90d) y: 563 lines of code authors.yaml x: 4 contributors (90d) y: 160 lines of code patterns/agents/latency_multi_agent.ipynb x: 1 contributors (90d) y: 871 lines of code registry.yaml x: 6 contributors (90d) y: 977 lines of code misc/admin_api.ipynb x: 1 contributors (90d) y: 800 lines of code claude_agent_sdk/scheduled_repository_reviewer/scheduled_review.py x: 1 contributors (90d) y: 340 lines of code capabilities/contextual-embeddings/guide.ipynb x: 1 contributors (90d) y: 1851 lines of code misc/how_to_enable_json_mode.ipynb x: 1 contributors (90d) y: 541 lines of code misc/how_to_make_sql_queries.ipynb x: 1 contributors (90d) y: 255 lines of code scripts/validate_all_notebooks.py x: 1 contributors (90d) y: 632 lines of code capabilities/content_moderation/data/ad_creatives/build_creatives.py x: 1 contributors (90d) y: 108 lines of code capabilities/content_moderation/data/ad_creatives/samples.jsonl x: 1 contributors (90d) y: 10 lines of code capabilities/content_moderation/data/product_listings/samples.jsonl x: 1 contributors (90d) y: 6 lines of code capabilities/content_moderation/engine.py x: 1 contributors (90d) y: 222 lines of code capabilities/content_moderation/evaluation/run_eval.py x: 1 contributors (90d) y: 86 lines of code capabilities/content_moderation/pipeline.py x: 1 contributors (90d) y: 159 lines of code claude_agent_sdk/08_Dynamic_workflows.ipynb x: 1 contributors (90d) y: 949 lines of code managed_agents/mongodb_on_cma/__init__.py x: 2 contributors (90d) y: 61 lines of code managed_agents/mongodb_on_cma/ap2_mandates.py x: 1 contributors (90d) y: 169 lines of code managed_agents/mongodb_on_cma/config.py x: 2 contributors (90d) y: 24 lines of code managed_agents/mongodb_on_cma/embeddings.py x: 1 contributors (90d) y: 96 lines of code managed_agents/mongodb_on_cma/tools.py x: 2 contributors (90d) y: 201 lines of code
1851.0
lines of code
  min: 6.0
  average: 432.17
  25th percentile: 159.5
  median: 340.0
  75th percentile: 577.5
  max: 1851.0
0 6.0
contributors (90d)
min: 1.0 | average: 1.32 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 6.0
About This Analysis
  • File size measurements show the distribution of size of files.
  • Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
  • It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
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