Dspy Skills
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
Install
/plugin marketplace add OmidZamani/dspy-skillsInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →DSPy Skills Collection
A Claude Code plugin containing 22 focused skills for programming, optimizing, evaluating, and deploying LLM applications with DSPy.
Stable DSPy baseline: 3.2.1, released May 5, 2026. Install the stable series with:
pip install -U "dspy>=3.2.1,<3.3"
DSPy 3.3.0b1 is a prerelease published May 28, 2026. See prerelease notes before opting in.
Skills Index
Start Here
| Skill | Use it for |
|---|---|
| dspy-signature-designer | Typed signatures and structured outputs |
| dspy-custom-module-design | Reusable dspy.Module architecture |
| dspy-evaluation-suite | Metrics, baselines, and comparisons |
| dspy-optimizer-selection | Choosing among DSPy's optimizer families |
Retrieval and Data
| Skill | Use it for |
|---|---|
| dspy-rag-pipeline | RAG and multi-hop retrieval pipelines |
| dspy-embedding-retrieval | Embedder, Embeddings, FAISS, and local corpora |
| dspy-haystack-integration | Optimizing Haystack-backed pipelines |
Agents and Reasoning
| Skill | Use it for |
|---|---|
| dspy-react-agent-builder | ReAct tool agents |
| dspy-mcp-tool-integration | MCP tools in DSPy agents |
| dspy-reasoning-modules | RLM, ProgramOfThought, CodeAct, and Parallel |
| dspy-advanced-module-composition | Ensembles and composed modules |
Optimizers
| Skill | Use it for |
|---|---|
| dspy-bootstrap-fewshot | Fast demo bootstrapping |
| dspy-miprov2-optimizer | Instruction and demo search |
| dspy-gepa-reflective | Reflective instruction optimization |
| dspy-simba-optimizer | Mini-batch introspective optimization |
| dspy-finetune-bootstrap | Weight optimization and distillation |
| dspy-better-together | Sequencing prompt and weight optimizers |
| dspy-optimize-anything | GEPA optimization for text artifacts outside DSPy |
Production and Interfaces
| Skill | Use it for |
|---|---|
| dspy-output-refinement-constraints | Refine and BestOfN constraints |
| dspy-adapters-multimodal | Adapters, native tools, image, audio, and file inputs |
| dspy-production-deployment | Cache hardening, save/load, usage tracking, async, and streaming |
| dspy-debugging-observability | Inspection, callbacks, and MLflow tracing |
Typical Workflow
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