⚙️ Self Improving Agent
This skill logs learnings and corrections to enable continuous improvement and promote reusable insights across projects.
npx playbooks add skill peterskoett/self-improving-agent --skill self-improving-agent
About Self Improving Agent
This skill logs learnings and corrections to enable continuous improvement and promote reusable insights across projects.
At 16 words, this compact prompt gives your agent specialized automation & integrations expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Building MCP servers and workflow integrations
- Automating repetitive dev tasks with scripts
- Setting up webhook handlers and event pipelines
- Connecting external APIs to AI agent workflows
Example Prompts
System Prompt (16 words)
This skill logs learnings and corrections to enable continuous improvement and promote reusable insights across projects.
Frequently Asked Questions
What is Self Improving Agent?
Self Improving Agent is a free automation & integrations skill for AI coding agents. This skill logs learnings and corrections to enable continuous improvement and promote reusable insights across projects.. It provides a specialized system prompt that configures your agent with automation & integrations expertise.
How do I use Self Improving Agent with Claude Code?
Run npx playbooks add skill peterskoett/self-improving-agent --skill self-improving-agent in your terminal to install Self Improving Agent into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Self Improving Agent?
Self Improving Agent is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Self Improving Agent free to use?
Yes, Self Improving Agent is completely free and open source. The full source is available on GitHub at https://github.com/peterskoett/self-improving-agent/tree/main/SKILL.md. You only need a subscription to the AI agent you use it with.
