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Dynamic workflow: harnesses, eval gates, skills v1.0.0

Use this resource to design a temporary harness for a task, then extract a skill from it

New

  • 399 downloads
  • 132 likes
  • 221 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install task-local-agent-harness

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 builds a harness suited to a given task (loop, evaluator, data generator), adds checkpoints and eval gates, then extracts into a reusable skill whatever comes up often. You get a temporary tool and, if needed, a shared skill.

Mostly picked by

Updated November 2, 2026

Card for the “Dynamic workflow: harnesses, eval gates, skills” skill

Details

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

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What you get

  • SKILL.md: decision tree and temporary harness template
  • SKILL.md: shared skill extraction and checkpoints
  • SKILL.md: eval gates, anti-patterns and output format

Good fit for

  • You need a small monitoring script for a single task
  • You repeat the same sequence often and want to turn it into a skill

Not for

    Tags

    • dynamic workflow
    • harness
    • evals
    • skills

    About

    You say

    “Create a temporary harness that watches this folder and tests each change, then tell me whether it can become a skill.”

    Card for the “Dynamic workflow: harnesses, eval gates, skills” skill

    Skill published by affaan-m 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 design a temporary harness for a task, then extract a skill from it
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.3 KB

    Origin and licence

    Listed unmodified

    Author
    affaan-m
    Source
    github.com/affaan-m/ecc/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/dynamic-workflow-mode
    Licence
    MIT

    Notice

    « dynamic-workflow-mode » (affaan-m, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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