{"slug":"yogsoth-ai-unit-classification","source_name":"yogsoth-ai/unit-classification","name":"Yogsoth AI/Unit Classification","description":"Classify each pre-segmented text unit independently against a fixed label set (Argumentative Zoning, CoreSC, PubMed-RCT, Swales move/step, CODA-19, TDMS, or CSFCube's facet labels), single-layer with no cross-unit dependency. Use this after unit-segmentation has split the text, whenever a sentence- or clause-level rhetorical/functional classification is needed; do not use this for methods requiring document-level coreference reasoning (see multi-stage-cascade-extraction instead).","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":-30,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-07T11:11:08.170867+00:00"},"skill_score":0.807,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":50,"without_pass_pct":36.4,"tokens_delta_pct":-30,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-07T11:11:08.170867+00:00","run_id":"5320c702-dd1e-499f-bab9-6eaf2b9a0a39","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":"0b940c2bebc89577411b4977baa40c3b5900d1f880556f97a75a08aebf2f39d5","raw_url":"https://app.decimal.ai/s/yogsoth-ai-unit-classification/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-unit-classification"}