{"slug":"jobs-to-be-done-statement","source_name":"jobs-to-be-done-statement","name":"Jobs-to-be-done statement","description":"Use when a feature request, \"can you add…\", or product idea needs to be reframed into the underlying job the person is hiring the product to do — the When [situation], I want to [motivation], so I can [expected outcome] job story, plus the forces pushing and pulling them toward change. Turns a solution-shaped ask (\"add a dark-mode toggle\", \"we need a CSV export\") into the situation-driven progress the user is actually reaching for, so the team can weigh alternatives instead of just building the literal request. Do NOT use for writing user stories with acceptance criteria, a full PRD, a positioning statement, or prioritizing an already-understood backlog.","version":1,"lift":{"pass_rate_delta_pts":null,"pass_rate_pct":7.7,"total_cases":13,"passed_cases":1,"tokens_delta_pct":397.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.5-flash","grading_method":"judged","completed_at":"2026-07-10T08:57:36.381028+00:00"},"skill_score":0.9942857142857143,"benchmark_models":[{"model":"gemini-3.5-flash","headline":false,"delta_pts":null,"with_pass_pct":null,"without_pass_pct":null,"tokens_delta_pct":397.4,"turns_delta_pct":0,"total_cases":13,"cases_aggregated":12,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-10T08:57:36.381028+00:00","run_id":"fc3e1568-7f69-4f4b-9849-59de746fa047","latest_attempt":{"id":"fc3e1568-7f69-4f4b-9849-59de746fa047","runner_model":"gemini-3.5-flash","overall_verdict":"mixed","completed_at":"2026-07-10T08:57:36.381028+00:00","gate":"not_comparable"},"version_number":1,"is_latest_version":true,"gate":"not_comparable"}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":false},"license":null,"install_count":0,"total_uses":234,"total_users":2,"manifest_hash":"a55df1f1374868969573b2abe28806ebae8b9f380fa427331d6abe7c6ddda934","install_name":"jobs-to-be-done-statement","version_id":"7388dc81-bf84-471b-b739-b76e93e53363","body_sha256":"a1e70c254f7a490b27e225720f6ac5313d0e450ac7d82841d1fac768e1e16812","render_hash":"e87c78e0b50817b0b80deffc529d907420e841107e1210ac82d93b0bdaf3a889","raw_url":"https://app.decimal.ai/s/jobs-to-be-done-statement/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jobs-to-be-done-statement"}