anthropics/knowledge-work-plugins
Overview
This skill turns a problem statement or feature idea into a structured feature spec or PRD. It scopes the work, defines measurable goals and non-goals, and creates actionable requirements and acceptance criteria for implementation. Use it to go from vague requests to a ship-ready plan.
How this skill works
I start by clarifying the problem and target users, then gather context about constraints, prior work, and success signals. I produce a PRD with problem statement, goals, non-goals, prioritized user stories, categorized requirements (P0/P1/P2) with acceptance criteria, success metrics, open questions, and timeline considerations. After delivering the draft, I iterate based on feedback and can produce follow-up artifacts (tickets, design brief, stakeholder pitch).
When to use it
- Turning a vague idea or user request into a scoped feature plan
- Scoping a large ask into phased deliveries and prioritizing P0s
- Defining success metrics and acceptance criteria before implementation
- Preparing a spec for engineering, design, or stakeholder review
- Documenting decisions, open questions, and timeline dependencies
Best practices
- Start with a clear problem statement and measurable goals tied to user or business outcomes
- Be ruthless about must-haves (P0) to enable fast learning and delivery
- Explicitly list non-goals to prevent scope creep and align stakeholders
- Include acceptance criteria (Given/When/Then or checklist) for each P0 requirement
- Phase large features and record open questions with owners to unblock progress
Example use cases
- Convert customer feedback about onboarding drop-off into a prioritized PRD with success targets
- Create a phased spec for adding SSO support, including P0 login flows and P1 analytics
- Define requirements and acceptance criteria for a data export feature requested by enterprise customers
- Break a broad roadmap item into a v1 that ships quickly and a v2 planning document
- Prepare a spec to align engineering, design, and legal on compliance-related features
FAQ
Give the feature name, a brief problem statement, and any constraints or known dependencies. I will ask follow-up questions if more context is needed.
Can you pull existing tickets or research?
If you provide related artifacts or summaries, I incorporate them. Otherwise I work from what you tell me and highlight missing context as open questions.
31 skills
This skill generates a structured feature spec or PRD from a problem statement or idea, outlining goals, success metrics, and phased scope.
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