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Turning a session into skill improvements v1.0.0

Use this resource to turn the lessons of a session into edits to existing skills

New

  • 512 downloads
  • 202 likes
  • 140 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install turn-session-learnings-into-skill-edits

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 runs three reviewers in parallel over the conversation transcript, then a synthesis step. Each lesson kept becomes a precise edit to an existing skill.

Mostly picked by

Updated November 2, 2026

Card for the “Turning a session into skill improvements” skill

Details

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

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What you get

  • references/: briefs for the three reviewers and the synthesizer
  • SKILL.md: how to locate the transcript, review it and apply the edits

Good fit for

  • A session exposed a mistake your skills should have prevented
  • You want to improve your skills from real work

Not for

    Tags

    • learning
    • skills
    • review
    • transcript

    About

    You say

    “Run reflect on this session and apply the changes to the relevant skills.”

    Card for the “Turning a session into skill improvements” skill

    Skill published by backnotprop 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 turn the lessons of a session into edits to existing skills
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.4 KB
    • references/divergent-reviewer.md4 KB
    • references/judgment-reviewer.md3.4 KB
    • references/synthesizer.md4.1 KB
    • references/tooling-reviewer.md4.7 KB
    • SKILL.md6.7 KB

    Origin and licence

    Listed unmodified

    Author
    backnotprop
    Source
    github.com/backnotprop/pstack/tree/23707a30f9cd2f12edef61f2506e2222e30b35aa/skills/reflect
    Licence
    MIT

    Notice

    « reflect » (backnotprop, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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