Requirements Analysis

SkillDev tools

Turn product ideas into clear requirements, acceptance criteria, and edge cases.

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

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 Requirements Analysis skill

What this skill tells your AI

The instructions your AI receives, as published by zhouguoqing/qianyuan.aiagenticframework in samples/skills/requirements-analysis/SKILL.md and read by ahel’s review.

Use this skill when the user is shaping a feature request, product idea, or ambiguous business need.

Instructions

  • Identify the user goal, primary actors, key workflows, and success criteria.
  • Convert vague requests into concrete requirements with examples.
  • Call out assumptions, scope boundaries, dependencies, and non-goals.
  • Prefer acceptance criteria that can be tested.
  • Ask only the minimum clarifying questions required to remove blocking ambiguity.

Output Shape

Provide a compact requirements summary, then acceptance criteria, then open questions or risks.

Signals

GitHub stars
37
Forks
1
Last commit
Aug 2026
Advanced
Item type
skill
Key
requirements-analysis-zhouguoqing
Source
github.com/zhouguoqing/qianyuan.aiagenticframework