{"slug":"davila7-nowait-reasoning-optimizer","source_name":"davila7/nowait-reasoning-optimizer","name":"Davila7/Nowait Reasoning Optimizer","description":"Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoning, Qwen3, Kimi-VL, QvQ), reducing chain-of-thought token usage by 27-51% while preserving accuracy. Triggers on \"optimize reasoning\", \"reduce thinking tokens\", \"efficient inference\", \"suppress reflection tokens\", or when working with verbose CoT outputs.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":15.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T21:03:26.622267+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":90.9,"without_pass_pct":40.9,"tokens_delta_pct":15.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-12T21:03:26.622267+00:00","run_id":"4bbb8b67-50ac-48aa-825e-d85b64bbcacd","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":"MIT","install_count":0,"manifest_hash":"f67b13593a4d1e8d3ab1eaab6b4207ff9b1ce6511d7a3f438b5ba87acdc4929a","raw_url":"https://app.decimal.ai/s/davila7-nowait-reasoning-optimizer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/davila7-nowait-reasoning-optimizer"}