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Decide which AI outputs need review v1.0.0

Use this resource to define which AI outputs a human must approve

New

  • 366 downloads
  • 230 likes
  • 108 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-output-review-zones

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 places each marketing or sales decision in one of three zones (AI-primary, collaborative or human-primary) based on stakes and reversibility, then says where to put the control. It avoids two traps: reviewing everything and slowing the team down, or reviewing nothing and letting errors through.

Mostly picked by

Updated November 2, 2026

Card for the “Decide which AI outputs need review” skill

Details

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

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What you get

  • SKILL.md: rules for the three zones and control at the boundary
  • SKILL.md: output format and governance anti-patterns

Good fit for

  • You want to know which marketing texts an agent may publish alone
  • You audit your workflows before automating them

Not for

    Tags

    • governance
    • AI
    • review
    • marketing

    About

    You say

    “Can an agent publish twenty email subject-line variants on its own, or does it need a review?”

    Card for the “Decide which AI outputs need review” skill

    Skill published by alirezarezvani 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 define which AI outputs a human must approve
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md6.1 KB

    Origin and licence

    Listed unmodified

    Author
    alirezarezvani
    Source
    github.com/alirezarezvani/claude-skills/tree/5434623a788ec3105d238328cfe554e1e2242ff7/marketing-skill/skills/ai-decision-authority
    Licence
    MIT

    Notice

    « ai-decision-authority » (alirezarezvani, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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