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Saving a correction as a durable lesson v1.0.0

Use this resource to save a correction or working rule as a lesson to reuse in similar tasks

New

  • 403 downloads
  • 206 likes
  • 161 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install save-confidence-weighted-lesson

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 turns your correction into a lesson with a confidence score, which grows when the same point is saved again and fades when unused. The lesson resurfaces before similar work. You get a remembered, retrievable rule.

Mostly picked by

Updated November 2, 2026

Card for the “Saving a correction as a durable lesson” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: lesson saving, confidence levels and rules
  • TROUBLESHOOTING.md: troubleshooting for saving

Good fit for

  • You keep correcting the same approach from the agent
  • A working rule should be kept for future tasks

Not for

    Tags

    • lesson
    • correction
    • rule
    • memory

    About

    You say

    “Remember this rule: in CI, run the tests once, never in watch mode.”

    Card for the “Saving a correction as a durable lesson” skill

    Skill published by rohitg00 under the Apache-2.0 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 save a correction or working rule as a lesson to reuse in similar tasks
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.7 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md2.9 KB
    • TROUBLESHOOTING.md4.2 KB

    Origin and licence

    Listed unmodified

    Author
    rohitg00
    Source
    github.com/rohitg00/agentmemory/tree/76db6ac6c090efe9c1fa07bcde1618e816717c10/plugin/skills/lesson
    Licence
    Apache-2.0

    Notice

    « lesson » (rohitg00, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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