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Helping an agent learn from its errors v1.0.0

Use this resource to improve an agent's behaviour from its errors and successes

New

  • 351 downloads
  • 132 likes
  • 207 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-learning-journal

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 logs errors and success patterns, integrates feedback and keeps a decision journal. It separates simple memory from changes that durably alter future behaviour, and only calls the latter learning.

Mostly picked by

Updated November 2, 2026

Card for the “Helping an agent learn from its errors” skill

Details

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

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What you get

  • SKILL.md: recognition of error patterns and error log
  • SKILL.md: success pattern collection and feedback integration
  • references/learning-resources.md: resources on agent learning

Good fit for

  • Your agent repeats the same mistake from one session to the next
  • You want a record of the decisions the agent made

Not for

    Tags

    • learning
    • agents
    • journal
    • feedback
    • policy

    About

    You say

    “Analyze my agent's errors this week and propose instruction changes for review.”

    Card for the “Helping an agent learn from its errors” skill

    Skill published by 4444j99 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 improve an agent's behaviour from its errors and successes
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/learning-resources.md4.4 KB
    • SKILL.md11.2 KB

    Origin and licence

    Listed unmodified

    Author
    4444j99
    Source
    github.com/4444j99/a-i--skills/tree/df5445878f12d78d81ec48571fa11063f9a5cd46/skills/development/continuous-learning-agent
    Licence
    MIT

    Notice

    « continuous-learning-agent » (4444j99, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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