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Continuous agent loop with quality gates and recovery v1.0.0

Use this resource to run an autonomous agent loop that checks itself and recovers from failure

New

  • 423 downloads
  • 102 likes
  • 142 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install continuous-agent-loop-recovery

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 chooses between a sequential loop, a pull-request-gated loop, an RFC-driven graph or parallel exploration, then adds quality checks, evals and recovery after failure. You get an autonomous loop that verifies itself before moving on.

Mostly picked by

Updated November 2, 2026

Card for the “Continuous agent loop with quality gates and recovery” 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 between loop types
  • SKILL.md: recommended stack (decomposition, gates, evals, session persistence)
  • SKILL.md: failure modes and recovery procedures

Good fit for

  • You want an agent to work overnight unattended and stop when in doubt
  • You are moving from autonomous-loops to the current version

Not for

    Tags

    • agent loop
    • evals
    • recovery
    • quality

    About

    You say

    “Set up a continuous loop that opens a PR, checks the evals and resumes after a failure.”

    Card for the “Continuous agent loop with quality gates and recovery” 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 run an autonomous agent loop that checks itself and recovers from failure
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.2 KB

    Origin and licence

    Listed unmodified

    Author
    affaan-m
    Source
    github.com/affaan-m/ecc/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/continuous-agent-loop
    Licence
    MIT

    Notice

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

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