Agent skill

create-prd

Produce a lightweight strategic PRD that defines product vision, user problem, value hypothesis, success metrics, and scope boundaries. Activate only when starting a new product, launching a major initiative, or facing strategic uncertainty.

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Forks 27

Install this agent skill to your Project

npx add-skill https://github.com/Fr-e-d/GAAI-framework/tree/main/.gaai/core/skills/discovery/create-prd

Metadata

Additional technical details for this skill

id
SKILL-CREATE-PRD-001
track
discovery
author
gaai-framework
status
stable
version
1.0
category
discovery
updated at
1769472000

SKILL.md

Create PRD

Purpose / When to Activate

Activate when:

  • Starting a new product
  • Launching a major new initiative
  • Facing strategic uncertainty
  • Needing strong alignment before Epics begin

Skip when adding small features, tweaking existing flows, or implementing obvious improvements — go directly to Epics & Stories in those cases.


Process

  1. Clarify the core user problem before any solution
  2. Identify target users (primary and secondary)
  3. Define the value hypothesis: if this succeeds, what changes for users?
  4. State explicit success metrics
  5. Define scope: what is IN and what is OUT
  6. Document constraints and assumptions
  7. Output a lean PRD using the canonical template

Output Format

Produces a file at contexts/artefacts/prd/{name}.prd.md using contexts/artefacts/prd/_template.prd.md:

Key sections:

  • Vision
  • User Problem
  • Target Users
  • Value Hypothesis
  • Success Metrics
  • Scope (in / out)
  • Constraints & Assumptions
  • Decomposition Path → Epics → Stories

Quality Checks

  • Problem is framed before solution
  • Value is explicit, not implied
  • Scope boundaries are clear
  • Success metrics are measurable
  • No technical design decisions included

Non-Goals

This skill must NOT:

  • Generate Epics or Stories (separate skills)
  • Make architectural decisions
  • Be invoked for small feature additions

Always ask WHY before WHAT.

Expand your agent's capabilities with these related and highly-rated skills.

Fr-e-d/GAAI-framework

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Watch GitHub Actions CI after PR creation, detect failures, extract logs, apply minimal fixes, and re-push — keeping the delivery session alive until CI resolves or escalating after 3 cycles. Activate immediately after gh pr create and before marking the story done.

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Fr-e-d/GAAI-framework

qa-review

Validate that implemented code fully satisfies Story acceptance criteria, respects rules, and introduces no regressions. This is the hard quality gate — no pass means no delivery. Activate after implementation is complete.

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Fr-e-d/GAAI-framework

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Assemble the context bundles for each sub-agent based on evaluate-story output. Produces spawn-ready packages for Planning, Implementation, QA, or MicroDelivery sub-agents. Activate after evaluate-story, before spawning any sub-agent.

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coordinate-handoffs

Validate sub-agent handoff artefacts, sequence phase transitions, and manage retry and escalation logic. Activate after each sub-agent terminates to determine next action.

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Fr-e-d/GAAI-framework

implement

Generate correct, minimal, maintainable code that satisfies a validated Story's acceptance criteria against an execution plan. Activate when a Story is validated, a plan exists, and all prerequisites are unambiguous.

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Fr-e-d/GAAI-framework

delivery-high-level-plan

Transform validated Stories into a clear, minimal, governed execution plan. Used by the Planning Sub-Agent as the first planning pass before prepare-execution-plan for Tier 2/3, or as the sole planning output for simple Stories.

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