{"slug":"mohitagw15856-from-first-principles","source_name":"mohitagw15856/from-first-principles","name":"Mohitagw15856/From First Principles","description":"Strip a problem down to what's actually true — the physics, economics, and human basics — and rebuild the answer from there, ignoring 'how it's normally done'. Use when asked to think from first principles, why is this done this way, challenge the assumptions here, or rebuild this from scratch. Produces the problem reduced to its fundamental truths, the inherited assumptions and conventions named and questioned, and a solution reasoned up from the basics — which often looks nothing like the defa","version":1,"lift":{"pass_rate_delta_pts":-20,"pass_rate_pct":73.9,"total_cases":23,"passed_cases":17,"tokens_delta_pct":-28.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T04:48:06.671870+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-20,"with_pass_pct":40,"without_pass_pct":60,"tokens_delta_pct":-28.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-31T04:48:06.671870+00:00","run_id":"58e17f21-639f-4fdc-83ae-4e283f7c5233","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":"f55e51d8d9d5e5f7f70bcf3b162125295b16bd29b4a611014db5566eab6473f4","raw_url":"https://app.decimal.ai/s/mohitagw15856-from-first-principles/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-from-first-principles"}