{"slug":"bilal140202-framework-selection","source_name":"bilal140202/framework-selection","name":"Bilal140202/Framework Selection","description":"INVOKE THIS SKILL at the START of any LangChain/LangGraph/Deep Agents project, before writing any agent code. Determines which framework layer is right for the task: LangChain, LangGraph, Deep Agents, or a combination. Must be consulted before other agent skills.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":28.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T16:53:14.673085+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":86.4,"without_pass_pct":36.4,"tokens_delta_pct":28.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-08T16:53:14.673085+00:00","run_id":"f1c7a732-198d-470a-b8c9-c95054bcbfe2","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":"7d85f5e952cac16261e0b4b8a4a803963b1f58ecab7f6b157a08b597a021fb73","raw_url":"https://app.decimal.ai/s/bilal140202-framework-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bilal140202-framework-selection"}