{"slug":"bio-fragment-analysis","source_name":"bio-fragment-analysis","name":"Bio Fragment Analysis","description":"Analyzes cfDNA fragment size distributions and fragmentomics features using FinaleToolkit or Griffin. Extracts nucleosome positioning patterns, fragment ratios, and DELFI-style fragmentation profiles for cancer detection. Use when leveraging fragment patterns for tumor detection or tissue-of-origin analysis.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":36.4,"total_cases":22,"passed_cases":8,"tokens_delta_pct":47,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-24T15:00:56.737442+00:00"},"skill_score":0.3636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":36.4,"without_pass_pct":13.6,"tokens_delta_pct":47,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-24T15:00:56.737442+00:00","run_id":"e7be79df-e562-485a-a8f8-3a7da8752861","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":null,"install_count":0,"manifest_hash":"dc817e1b904da6ad885eedb69ed94db92d06c3715fcae49bc4161b843fab46d7","raw_url":"https://app.decimal.ai/s/bio-fragment-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bio-fragment-analysis"}