{"slug":"yogsoth-ai-unit-segmentation","source_name":"yogsoth-ai/unit-segmentation","name":"Yogsoth AI/Unit Segmentation","description":"Split a paper's text into sentence- or clause-level units (with character offsets) for downstream classification, at a caller-specified granularity and scope (full text, abstract-only, or intro-only). Use this as the mandatory first step whenever any sentence/clause-level classification method (Argumentative Zoning, CoreSC, PubMed-RCT, CSAbstruct, Swales move analysis, CODA-19) needs its input pre-segmented — always precedes unit-classification.","version":1,"lift":{"pass_rate_delta_pts":36,"pass_rate_pct":92,"total_cases":25,"passed_cases":23,"tokens_delta_pct":-42.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-07T11:19:43.142432+00:00"},"skill_score":0.92,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36,"with_pass_pct":92,"without_pass_pct":56,"tokens_delta_pct":-42.4,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-07T11:19:43.142432+00:00","run_id":"dbaf57bb-9dde-4969-adb8-932157671cd6","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,"manifest_hash":"db1b73a9b295afd6358f49a060ed30237352747c1ecfefb7b92b8589bec82dd1","raw_url":"https://app.decimal.ai/s/yogsoth-ai-unit-segmentation/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-unit-segmentation"}