{"slug":"ariadne-thread","source_name":"ariadne-thread","name":"Ariadne Thread","description":"Create AI-friendly project structures using progressive disclosure indexing (AGENTS.md, module INDEX.md files, file intent headers). ALWAYS use this skill when the user wants to: create or update AGENTS.md or llms.txt, add INDEX.md files to modules, set up project navigation for AI agents, retrofit an existing codebase with AI-friendly indexes, design module boundaries with explicit dependency and modification-risk documentation, or mentions \"AI-friendly project\", \"progressive disclosure\", \"proj","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":36.4,"total_cases":22,"passed_cases":8,"tokens_delta_pct":251.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-26T17:20:22.992528+00:00"},"skill_score":0.3635999999999999,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":36.4,"without_pass_pct":4.5,"tokens_delta_pct":251.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-26T17:20:22.992528+00:00","run_id":"571974bd-5713-4bbc-b590-aea8dedc0c7a","latest_attempt":{"id":"571974bd-5713-4bbc-b590-aea8dedc0c7a","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-07-26T17:20:22.992528+00:00","gate":null},"version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"e4317a0a8a1b27a1d17a9ef16027939bb86b12f8dfed25ba3842519c9219fb18","install_name":"ariadne-thread","version_id":"b4714f14-9287-4baa-ba5c-31599f89b80c","body_sha256":"e4317a0a8a1b27a1d17a9ef16027939bb86b12f8dfed25ba3842519c9219fb18","render_hash":"3c35203818d4586c2d050c111ebd9e67ae701206f340d4a793f386c147a7c479","raw_url":"https://app.decimal.ai/s/ariadne-thread/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ariadne-thread"}