{"slug":"yogsoth-ai-optimization-loop","source_name":"yogsoth-ai/optimization-loop","name":"Yogsoth AI/Optimization Loop","description":"The optimizer brain for the ladder-foundry pretraining loop. Runs the two-level nested batch loop, delegates gating to gate_eval, attributes a failing batch to one weight (attribute-first), and recovers from disk after compaction. Control flow is fully scripted; only the backprop attribution is a judgment call.","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":74.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-07T10:15:29.072800+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":81.8,"without_pass_pct":13.6,"tokens_delta_pct":74.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-07T10:15:29.072800+00:00","run_id":"8ae33a32-e976-4abe-a105-b074dcca510b","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":"c98adae50fd3b98b38f24d01a11c33e05dc178a09974c202c111f6aa9b9026d0","raw_url":"https://app.decimal.ai/s/yogsoth-ai-optimization-loop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-optimization-loop"}