{"slug":"intent-driven-development","source_name":"intent-driven-development","name":"Intent Driven Development","description":"Turn ambiguous or high-impact product and engineering changes into scoped, verifiable acceptance criteria before or alongside implementation. Use when a user asks to clarify a feature, define acceptance criteria, de-risk a security/data/migration/integration change, prepare implementation requirements for another agent, or make a complex request testable. Do not trigger for trivial edits, straightforward fixes, active debugging, code review, or implementation requests whose acceptance conditions","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":36.4,"total_cases":22,"passed_cases":8,"tokens_delta_pct":146.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T17:33:28.727081+00:00"},"skill_score":0.3636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":36.4,"without_pass_pct":9.1,"tokens_delta_pct":146.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T17:33:28.727081+00:00","run_id":"4a8b5b13-b940-4e46-9182-84ec06ba8232","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"c0c2bef94573249355e622bff2eff4802ff5522933b973918990417d7eece856","raw_url":"https://app.decimal.ai/s/intent-driven-development/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/intent-driven-development"}