{"slug":"yogsoth-ai-hot-start","source_name":"yogsoth-ai/hot-start","name":"Yogsoth AI/Hot Start","description":"Minimal crystallization strategy for users who already have a specific research topic or problem (e.g., \"I want to improve CoT faithfulness in LLMs\") and need structuring into a formal North Star. Heavily simplifies or skips exploration tactics, focusing on obstacle analysis, goal decomposition, and synthesis. Use when the user's first message reveals a specific, actionable research direction.","version":1,"lift":{"pass_rate_delta_pts":30.43,"pass_rate_pct":65.2,"total_cases":23,"passed_cases":15,"tokens_delta_pct":-0.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T10:35:23.764047+00:00"},"skill_score":0.6522,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":30.43,"with_pass_pct":65.2,"without_pass_pct":34.8,"tokens_delta_pct":-0.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-23T10:35:23.764047+00:00","run_id":"1dadc1c4-e26e-43db-be5e-c3d31c5742f7","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":"4f55e474a703ec6e7c23da1b8480e77bd663cb251bd70a00505f5f134864a854","raw_url":"https://app.decimal.ai/s/yogsoth-ai-hot-start/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-hot-start"}