vibe-requirements-validator

SkillDev tools

Validates PRD, user stories, or feature requirements against SMART criteria. Use when reviewing requirements to catch vagueness before it causes expensive rework.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the vibe-requirements-validator skill

What this skill tells your AI

The instructions your AI receives, as published by ash1794/vibe-engineering in plugins/vibe-engineering/skills/vibe-requirements-validator/SKILL.md and read by ahel’s review.

Vague requirements cause expensive rework. Catch them early.

When to Use This Skill

  • Reviewing a PRD or feature spec before implementation
  • Writing acceptance criteria for user stories
  • When you notice requirements like "make it fast" or "improve UX"
  • Before estimating effort for a feature

When NOT to Use This Skill

  • Internal technical tasks with clear scope
  • Bug fixes (the bug IS the requirement)
  • When requirements are already validated and approved

SMART Criteria

Score each requirement 1-5 on:

  • Specific — Is it clear what exactly needs to be built? (Not "improve performance" but "reduce P95 latency to <200ms")
  • Measurable — Can you objectively verify it's done? (Not "users like it" but "NPS score >40")
  • Achievable — Can it be built with available resources and constraints?
  • Relevant — Does it align with project goals and user needs?
  • Time-bound — Is there a clear scope boundary? (Not "eventually" but "in v1.0")

Steps

  1. List all requirements from the document

  2. Score each on SMART (1-5 per dimension)

  3. Flag issues:

    • Score < 3 on any dimension → needs revision
    • Measurability < 3 → most common failure, flag prominently
    • Near-duplicates → consolidate
    • Positioning statements masquerading as requirements → remove
  4. Report:

Output Format

Requirements Validation: [Document Name]

Total Requirements: X Passing (avg >= 3.5): Y (Z%) Flagged: W

IDRequirementSMARTAvgIssue
FR-1"..."425433.6Low measurability

Top Issues

  1. Measurability crisis — X requirements have M < 3
  2. Near-duplicates — [list pairs]
  3. Not requirements — [positioning statements]

Recommended Revisions

IDCurrentSuggested
FR-3"Improve load time""Reduce initial page load to <2s on 3G"

Signals

GitHub stars
85
Forks
20
Last commit
Oct 2026
Advanced
Item type
skill
Key
vibe-requirements-validator
Source
github.com/ash1794/vibe-engineering