dspy-gepa-reflective
✓This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA optimizer", "LLM reflection", "execution trajectories", "agentic systems optimization", or needs to optimize complex multi-step agents using textual feedback on execution traces.
Installation
SKILL.md
Optimize complex agentic systems using LLM reflection on full execution traces with Pareto-based evolutionary search.
| program | dspy.Module | Agent or complex program | | trainset | list[dspy.Example] | Training examples | | metric | callable | Must return (score, feedback) tuple | | reflectionlm | dspy.LM | Strong LM for reflection (GPT-4) | | auto | str | "light", "medium", "heavy" |
GEPA can jointly optimize predictor instructions AND tool descriptions:
This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA optimizer", "LLM reflection", "execution trajectories", "agentic systems optimization", or needs to optimize complex multi-step agents using textual feedback on execution traces. Source: omidzamani/dspy-skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/omidzamani/dspy-skills --skill dspy-gepa-reflective- Source
- omidzamani/dspy-skills
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is dspy-gepa-reflective?
This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA optimizer", "LLM reflection", "execution trajectories", "agentic systems optimization", or needs to optimize complex multi-step agents using textual feedback on execution traces. Source: omidzamani/dspy-skills.
How do I install dspy-gepa-reflective?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/omidzamani/dspy-skills --skill dspy-gepa-reflective Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/omidzamani/dspy-skills
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01