🐛 Dspy Gepa Reflective
This skill optimizes complex agentic systems with reflective feedback and Pareto-based search to improve multi-step agents using textual traces.
npx playbooks add skill omidzamani/dspy-skills --skill dspy-gepa-reflective
About Dspy Gepa Reflective
Dspy Gepa Reflective is a free debugging skill that configures AI coding agents to this skill optimizes complex agentic systems with reflective feedback and pareto-based search to improve multi-step agents using textual traces.
Its 19-word system prompt specializes your agent in debugging with structured methodology and proven output formats. Install with one command to activate immediately.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (19 words)
This skill optimizes complex agentic systems with reflective feedback and Pareto-based search to improve multi-step agents using textual traces.
Frequently Asked Questions
What is Dspy Gepa Reflective?
Dspy Gepa Reflective is a free debugging skill for AI coding agents. This skill optimizes complex agentic systems with reflective feedback and Pareto-based search to improve multi-step agents using textual traces.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Dspy Gepa Reflective with Claude Code?
Run npx playbooks add skill omidzamani/dspy-skills --skill dspy-gepa-reflective in your terminal to install Dspy Gepa Reflective into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Dspy Gepa Reflective?
Dspy Gepa Reflective is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Dspy Gepa Reflective free to use?
Yes, Dspy Gepa Reflective is completely free and open source. The full source is available on GitHub at https://github.com/omidzamani/dspy-skills/tree/main/skills/dspy-gepa-reflective. You only need a subscription to the AI agent you use it with.
