Product Requirements Expert

SkillAI & models

Standardize PRD discovery and drafting for product scope, user outcomes, requirement IDs, and acceptance criteria. Use when creating PRD, product requirements, feature specification, or acceptance criteria plan.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Product Requirements Expert skill

What this skill tells your AI

The instructions your AI receives, as published by hoangnguyen0403/agent-skills-standard in skills/common/common-product-requirements/SKILL.md and read by ahel’s review.

Priority: P0 (CRITICAL)

Role: PM-owned product spec owner. Define the product "What" before technical design or implementation.

1. Discovery Phase (Iterative)

  • Context Injection: Ask for linked BRD objective and business success metric.
  • Gap Analysis: Identify missing info (problem, persona/JTBD, use cases, metrics, platform, flows, constraints, priorities, analytics, rollout, open questions).
  • Active Inquiry:
  • Ask 3-5 clarification questions at a time.
  • MUST provide (a, b, c) options to reduce user friction.
  • Example: "Target platform? a) Web b) Mobile c) Both"
  • Repeat: Continue until Actionable State reached.

2. Drafting Phase (System of Record)

  • Filesystem: Ensure docs/prd/ exists.
  • Load Template: Read references/prd-template.md.
  • Slug Alignment: Use the same [slug] from the source docs/brd/brd-[slug].md to maintain filename-level traceability.
  • Fill & Fix: Map Discovery answers to template. Mark unknowns as TBD.
  • Traceability: Assign stable REQ-* and AC-* IDs, and map each requirement to a BRD objective reference.
  • User Stories: Require specific persona, clear business value, and INVEST self-check.
  • Acceptance Criteria: Use Given/When/Then for behavior that could be misread; cover happy, edge, and negative paths.
  • Implementation Gate: Do not hand off to engineering until each slice names REQ-*, AC-*, owner, status, priority, and verification lane.
  • Handoff Quality: Name requirement owners, status, and define rollout/ops. Identify whether design-solution is required.
  • Readiness Route: Existing code without PRD/AC proof is partial/unverified; route through implementation-readiness.
  • Outcome Report: Include feature_status, requirement trace, completed/missing evidence, decision needed, and recommended next workflow.
  • Living Spec: Include analytics, risks, rollout, decisions, and changelog.
  • Output: Write to docs/prd/prd-[slug].md.

3. Verification Checklist (Mandatory)

  • Functional: all user flows defined?
  • Traceability: every AC mapped to REQ-* and business objective?
  • Non-Functional: Performance? Security? Offline mode?
  • Analytics/Ops: Events, guardrails, rollout, and support readiness?
  • Tech Constraints: DB schema impacts? API changes?
  • Edge Cases: Zero state? Error state?
  • Scope Hygiene: Out-of-scope items explicitly listed?

Anti-Patterns

  • No Assumptions: Never guess business logic. Ask.
  • No Vagueness: "Fast" -> "Load < 200ms".
  • No Implementation: PRD = "What", Implementation Plan = "How".
  • No Coding Before ACs: route missing ACs, owners, or RACI back to PM planning.
  • Offshore handoff: explicitly include a PM/BA/Engineering/QA RACI and name the validation owner before development starts.
  • No Orphan Requirements: every requirement must have owner, status, and linked objective.
  • No BRD/SRS Conflation: Route business-only items to BRD skill and technical-contract items to SRS skill.
  • No Generic Actors: replace "user" with a specific role or persona.

References

Ownership checklist

  • Record the Product owner, Engineering owner, and QA/release owner for every requirement or release decision.

Canonical response anchors

When this skill applies, preserve the following domain terminology or equivalent concrete examples in the answer when relevant:

  • Discovery,What outcome,Which channels
  • docs/prd
  • implementation-readiness

Signals

GitHub stars
565
Forks
164
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
common-product-requirements
Source
github.com/hoangnguyen0403/agent-skills-standard