{"slug":"mims-harvard-devtu-code-optimization","source_name":"mims-harvard/devtu-code-optimization","name":"Mims Harvard/Devtu Code Optimization","description":"Code quality patterns and guidelines for ToolUniverse tool development. Apply when writing, fixing, or refactoring tool Python code in the ToolUniverse project. Encodes lessons from 80+ debug rounds. Use alongside devtu-fix-tool and devtu-self-evolve. Triggers: implementing tool fixes, writing new tool classes, reviewing tool code quality, checking schema correctness, looking up API-specific bug fixes.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":-10.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-06T14:19:40.646941+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":95.5,"without_pass_pct":45.5,"tokens_delta_pct":-10.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-06T14:19:40.646941+00:00","run_id":"00c0796b-da18-41e4-a824-dd46869db918","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":"20726a440a81029d1ad6bff8923c4bbb5df82edfa84fca486198f0dd97133ed0","raw_url":"https://app.decimal.ai/s/mims-harvard-devtu-code-optimization/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mims-harvard-devtu-code-optimization"}