intertwine/dspy-agent-skills

245 stars · Last commit 2026-05-25

Production-grade DSPy 3.2.x agent skills + validated end-to-end examples for Claude Code and Codex CLI — fundamentals, evaluation, GEPA, BetterTogether, and RLM.

README preview

# DSPy Agent Skills

[![DSPy 3.2.x](https://img.shields.io/badge/DSPy-3.2.x-0A7B83)](https://dspy.ai/)

**Production-grade DSPy 3.2.x skills for coding agents.** A synthesized, spec-compliant pack of five agent skills that turns Claude Code, Codex CLI, and any other [agentskills.io](https://agentskills.io)-compatible agent into a DSPy expert.

- ✅ Validated against DSPy 3.2.1 (the real API, not inferred from stale docs)
- ✅ Single source of truth for both **Claude Code** and **Codex CLI**
- ✅ Progressive disclosure (short `SKILL.md` + deep `reference.md`)
- ✅ Runnable `example_*.py` scripts with offline `--dry-run`
- ✅ Includes a DSPy 3.2.x `BetterTogether` chaining example
- ✅ Plugin manifest + marketplace manifest for one-click install
- ✅ Validation tests for frontmatter spec, JSON schema, Python AST, skill-doc correctness, and version alignment

## What's inside

| Skill | When it auto-invokes |
|---|---|
| [`dspy-fundamentals`](skills/dspy-fundamentals/SKILL.md) | Any new DSPy code: Signatures, Modules, Predict/ChainOfThought/ReAct, save/load |
| [`dspy-evaluation-harness`](skills/dspy-evaluation-harness/SKILL.md) | Writing metrics, splitting dev/val sets, calling `dspy.Evaluate` |

View full repository on GitHub →