{"slug":"yogsoth-ai-atomic-unit-matching","source_name":"yogsoth-ai/atomic-unit-matching","name":"Yogsoth AI/Atomic Unit Matching","description":"Judge, per atomic content unit, whether a target text (summary, abstract, or other candidate text) contains it — binary present/absent (ACU) or ternary support/partial_support/not_support (Nugget), per caller's value domain. Use this after atomic-unit-writing has produced the reference units, as the matching step before recall aggregation.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":-33.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-07T10:17:13.310493+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":90.9,"without_pass_pct":63.6,"tokens_delta_pct":-33.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-07T10:17:13.310493+00:00","run_id":"5d09d353-79c0-4e9c-b30f-18ea20e64716","latest_attempt":{"id":"5d09d353-79c0-4e9c-b30f-18ea20e64716","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-09-07T10:17:13.310493+00:00","gate":null},"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":"Apache-2.0","install_count":0,"total_uses":18,"total_users":1,"manifest_hash":"ca62519aa37e61249e0ea0198cf5a9ea312aa513eec007ea6fcccf98f46c3a4d","install_name":"yogsoth-ai-atomic-unit-matching","version_id":"a8a269a4-6d74-4eea-91cb-39a563514c66","body_sha256":"ca62519aa37e61249e0ea0198cf5a9ea312aa513eec007ea6fcccf98f46c3a4d","render_hash":"3e8b796cb31ac7e39faea5e824ba641598aeb47bf11c5426a5091181f5e083a6","raw_url":"https://app.decimal.ai/s/yogsoth-ai-atomic-unit-matching/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-atomic-unit-matching"}