{"slug":"yogsoth-ai-abstraction-laddering","source_name":"yogsoth-ai/abstraction-laddering","name":"Yogsoth AI/Abstraction Laddering","description":"Move between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":22.7,"total_cases":22,"passed_cases":5,"tokens_delta_pct":-3.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-22T06:29:42.789995+00:00"},"skill_score":0.2273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":22.7,"without_pass_pct":13.6,"tokens_delta_pct":-3.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-22T06:29:42.789995+00:00","run_id":"49634537-ccea-47cf-bc28-f89f2afb33a7","latest_attempt":{"id":"49634537-ccea-47cf-bc28-f89f2afb33a7","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-22T06:29:42.789995+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":0,"total_users":0,"manifest_hash":"87044e9a8d2008508cb6e607cb5b0769a3f09e4aa38fc2f3528d7c11d7f52452","install_name":"yogsoth-ai-abstraction-laddering","version_id":"1018a4d5-ef76-4a54-af85-d90bf2273ceb","body_sha256":"87044e9a8d2008508cb6e607cb5b0769a3f09e4aa38fc2f3528d7c11d7f52452","render_hash":"d5227040ebb1b4513d8f0933cc30ccb1a54600f8fbf3b2a1988d2583ed7bbdad","raw_url":"https://app.decimal.ai/s/yogsoth-ai-abstraction-laddering/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-abstraction-laddering"}