⚙️ Self Reflection
This skill enables continuous self-improvement by logging mistakes, lessons, and memory through heartbeat-triggered reflections for AI agents.
npx playbooks add skill hopyky/self-reflection --skill self-reflection
About Self Reflection
The Self Reflection skill enables continuous self-improvement for AI agents by logging mistakes, lessons, and memory through heartbeat-triggered reflections. This automation tool allows AI agents to reflect on their performance and learn from their experiences, enabling them to improve over time. Developers would use this skill to implement a mechanism for AI agents to learn from their mistakes and adapt to new situations.
Its 17-word system prompt specializes your agent in automation & integrations with structured methodology and proven output formats. Install with one command to activate immediately.
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 (17 words)
This skill enables continuous self-improvement by logging mistakes, lessons, and memory through heartbeat-triggered reflections for AI agents.
Frequently Asked Questions
What is Self Reflection?
Self Reflection is a free automation & integrations skill for AI coding agents. This skill enables continuous self-improvement by logging mistakes, lessons, and memory through heartbeat-triggered reflections for AI agents.. It provides a specialized system prompt that configures your agent with automation & integrations expertise.
How do I use Self Reflection with Claude Code?
Run npx playbooks add skill hopyky/self-reflection --skill self-reflection in your terminal to install Self Reflection into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Self Reflection?
Self Reflection 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 Reflection free to use?
Yes, Self Reflection is completely free and open source. The full source is available on GitHub at https://github.com/hopyky/self-reflection/tree/main/SKILL.md. You only need a subscription to the AI agent you use it with.
