{"slug":"yogsoth-ai-snowball","source_name":"yogsoth-ai/snowball","name":"Yogsoth AI/Snowball","description":"Citation-chain-driven literature survey starting from seed papers. Traces research lineage in both forward (who cited this) and backward (what this cited) directions until saturation. High deep-read ratio (67%). Use when the user already has key papers and wants to find everything connected to them — ancestors, descendants, and branch points.","version":1,"lift":{"pass_rate_delta_pts":29.17,"pass_rate_pct":54.2,"total_cases":24,"passed_cases":13,"tokens_delta_pct":5.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-04T04:53:58.375058+00:00"},"skill_score":0.5417,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":29.17,"with_pass_pct":54.2,"without_pass_pct":25,"tokens_delta_pct":5.4,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-04T04:53:58.375058+00:00","run_id":"a5e8b05b-9c8a-40f7-8d31-10a7d1bb6d82","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":"bbf66250e97430e73703d206a0ae34d8d4da722b544d25babf6354c5b42f8343","raw_url":"https://app.decimal.ai/s/yogsoth-ai-snowball/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-snowball"}