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Coaching another agent from its run record v1.0.0

Use this resource to propose an improvement based on an agent's recent runs

New

  • 599 downloads
  • 105 likes
  • 155 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-performance-coaching

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 coach agent reviews another agent's run record, groups the failures and routes each group to the surface to change (instructions, skill or tool description). You get a proposal document to review, never a change applied directly.

Mostly picked by

Updated November 2, 2026

Card for the “Coaching another agent from its run record” skill

Details

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

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What you get

  • SKILL.md : six-step procedure, from scope to proposal
  • SKILL.md : guardrails, including the ban on proposing and applying in the same run

Good fit for

  • An agent repeats the same mistakes and you are looking for the cause in its instructions
  • You want an evidence-based review before changing an agent

Not for

    Tags

    • coaching
    • agent
    • instructions
    • improvement

    About

    You say

    “Review the writer agent's last ten runs and propose an improvement to its instructions.”

    Card for the “Coaching another agent from its run record” skill

    Skill published by paperclipai 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 propose an improvement based on an agent's recent runs
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.9 KB

    Origin and licence

    Listed unmodified

    Author
    paperclipai
    Source
    github.com/paperclipai/paperclip/tree/c2163b3ecf08c1d574685504fd1271a301d7bd1d/packages/skills-catalog/catalog/bundled/paperclip-operations/reflection-coach
    Licence
    MIT

    Notice

    « reflection-coach » (paperclipai, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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