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Turn intent into verifiable acceptance criteria v1.0.0

Use this resource to make an ambiguous or risky feature testable before coding it

New

  • 415 downloads
  • 146 likes
  • 220 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install acceptance-criteria-from-intent

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent first inspects the context, identifies real ambiguities and picks a depth that matches the risk. It produces acceptance criteria and verification methods, ready to hand to another agent or team.

Mostly picked by

Updated November 2, 2026

Card for the “Turn intent into verifiable acceptance criteria” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: goal and risk, context discovery and depth choice
  • SKILL.md: quick capture, full acceptance brief and review of an existing spec

Good fit for

  • A request touches authentication, data or a migration
  • You must hand a feature to another agent before its outcome is clear

Not for

    Tags

    • acceptance criteria
    • specification
    • risk
    • scoping
    • testing

    About

    You say

    “Turn this password reset request into testable acceptance criteria, including the security cases.”

    Card for the “Turn intent into verifiable acceptance criteria” skill

    Skill published by affaan-m under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to make an ambiguous or risky feature testable before coding it
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md16.8 KB

    Origin and licence

    Listed unmodified

    Author
    affaan-m
    Source
    github.com/affaan-m/ecc/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/intent-driven-development
    Licence
    MIT

    Notice

    « intent-driven-development » (affaan-m, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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