{"slug":"giuseppe-trisciuoglio-chunking-strategy","source_name":"giuseppe-trisciuoglio/chunking-strategy","name":"Giuseppe Trisciuoglio/Chunking Strategy","description":"Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates retrieval precision/recall metrics. Use when building retrieval-augmented generation systems, vector databases, or processing large documents.","version":1,"lift":{"pass_rate_delta_pts":26.09,"pass_rate_pct":82.6,"total_cases":23,"passed_cases":19,"tokens_delta_pct":55.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T13:02:13.185862+00:00"},"skill_score":0.8261,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":26.09,"with_pass_pct":82.6,"without_pass_pct":56.5,"tokens_delta_pct":55.2,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-21T13:02:13.185862+00:00","run_id":"5ee4307e-4742-4c60-b1ae-f7d95599f2cd","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"adf1166841d81cf6267eba3fb716f3fbad853e4fa9fcaddd8e1b1d24d4348a7a","raw_url":"https://app.decimal.ai/s/giuseppe-trisciuoglio-chunking-strategy/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/giuseppe-trisciuoglio-chunking-strategy"}