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Agent kernel evolve

Skill imMamdouhaboammar/agent-kernel/skills/agent-kernel-evolve

Universal Self-Evolve & Self-Learning guide for AI agents. Enables any agent (Claude, Antigravity, Cursor, Codex, Gemini, OpenCode) to automatically capture learning moments, synthesize repeatable Playbooks, and evolve workflows.From its SKILL.md

Install
npx -y skills add imMamdouhaboammar/agent-kernel --skill agent-kernel-evolve

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.4 KB, as published. Nobody here has run it

Agent Kernel Self-Evolve Operations Guide

This skill provides step-by-step instructions for AI agents to capture learnings, auto-generate Playbooks, and install self-evolution hooks across all AI agent environments.

Triggers & Trigger Phrases

Activate this skill when:

  • The user mentions self-evolve, /learn, playbook, workflow synthesis, or agent learning.
  • You resolve a complex multi-step feature or receive a user correction that should be saved as a Playbook or Rule.

1. Playbook Operations (agent-kernel evolve)

  • Generate a Playbook from Current Workflow: agent-kernel evolve generate --title "Full Next.js Auth Setup" --topic "auth"
  • List All Generated Playbooks: agent-kernel evolve list
  • Inspect a Playbook & Evolution History: agent-kernel evolve inspect <playbookId>
  • Evolve/Repair a Playbook: agent-kernel evolve repair <playbookId> --reason "Fixed Supabase redirect URL"

2. Universal Self-Evolve Hooks (agent-kernel evolve hooks)

  • Install Hooks for Antigravity, Claude, Codex, OpenCode: agent-kernel evolve hooks
  • Execute Hook Background Processing: agent-kernel hook self-evolve

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