Skill collection
OmidZamani/dspy-skills agent skills
- skills
- 17
- GitHub stars
- 123
GitHub description: “Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically”
- Stars
- 123 (13 forks)
- Licence
- MIT
- Last push
- Jun 2026
- Created
- Dec 2025
- agent-skills
- claude-code
- claude-skills
- dspy
- llm
- prompt-optimization
- rag
Install all skills
npx skills add OmidZamani/dspy-skillsAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in OmidZamani/dspy-skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when you need to QA audit and fix a plugin skill file. | OmidZamani/ | 123 | — | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 2 | A skill your agent uses for integrating DSPy with Haystack, optimizing Haystack prompts, improving retrieval pipelines, and extracting DSPy prompts. | OmidZamani/ | 123 | — | ~1.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 3 | A skill your agent uses for DSPy adapter selection, JSONAdapter, XMLAdapter, ChatAdapter, native function calling, structured outputs, and multimodal inputs like dspy.Image or dspy.Audio. | OmidZamani/ | 123 | — | ~864 | Automated safety check: Pass | MIT | 3 mo ago |
| 4 | A skill your agent uses for composing DSPy modules with Ensemble, MultiChainComparison, ensemble voting, sequential pipelines, and multi-program workflows. | OmidZamani/ | 123 | — | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 5 | A skill your agent uses for BetterTogether, prompt plus weight optimization, fine-tuning sequences, and strategy chains like p - w - p. | OmidZamani/ | 123 | — | ~756 | Automated safety check: Pass | MIT | 3 mo ago |
| 6 | A skill your agent uses for BootstrapFewShot, bootstrapped demonstrations, teacher-model demos, and low-data DSPy prompt optimization. | OmidZamani/ | 123 | — | ~1.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 7 | A skill your agent uses for creating custom DSPy modules, extending dspy.Module, reusable components, stateful modules, serialization, and module testing. | OmidZamani/ | 123 | — | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | A skill your agent uses for DSPy retrieval with dspy.Embedder, dspy.Embeddings, FAISS indexes, semantic search, and local or hosted embedding models. | OmidZamani/ | 123 | — | ~720 | Automated safety check: Pass | MIT | 3 mo ago |
| 9 | A skill your agent uses for evaluating DSPy programs with Evaluate, answerexactmatch, SemanticF1, custom metrics, baselines, and program comparisons. | OmidZamani/ | 123 | — | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 10 | A skill your agent uses for debugging DSPy programs, inspecthistory, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking. | OmidZamani/ | 123 | — | ~2.1k | Automated safety check: Warn | MIT | 3 mo ago |
| 11 | A skill your agent uses for dspy.Refine, dspy.BestOfN, output constraints, validation, reward functions, and iterative output refinement. | OmidZamani/ | 123 | — | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 12 | A skill your agent uses for DSPy reasoning modules including RLM, ProgramOfThought, CodeAct, Parallel, sandboxed execution, and long-context workflows. | OmidZamani/ | 123 | — | ~874 | Automated safety check: Pass | MIT | 3 mo ago |
| 13 | A skill your agent uses for DSPy signatures, InputField, OutputField, typed inputs and outputs, signature classes, and Pydantic-style structured schemas. | OmidZamani/ | 123 | — | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 14 | A skill your agent uses for MCP tools with DSPy, Model Context Protocol servers, dspy.Tool.frommcptool, and ReAct agents over MCP-compatible tools. | OmidZamani/ | 123 | — | ~752 | Automated safety check: Pass | MIT | 3 mo ago |
| 15 | A skill your agent uses for GEPA optimizeanything on text artifacts such as code, prompts, agent architectures, configs, and non-DSPy optimization targets. | OmidZamani/ | 123 | — | ~2.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 16 | A skill your agent uses to choose or compare DSPy optimizers including LabeledFewShot, BootstrapFewShot, MIPROv2, SIMBA, GEPA, BootstrapFinetune, Ensemble, and BetterTogether. | OmidZamani/ | 123 | — | ~892 | Automated safety check: Pass | MIT | 3 mo ago |
| 17 | A skill your agent uses for deploying DSPy with save/load, configurecache, restrictpickle, trackusage, async execution, streaming, and production runtime controls. | OmidZamani/ | 123 | — | ~839 | Automated safety check: Pass | MIT | 3 mo ago |
Questions, answered from the data.
What is the best skill in OmidZamani/dspy-skills?
Skill Perfection from OmidZamani/dspy-skills ranks first of the 17 skills in OmidZamani/dspy-skills listed here, with the highest score: its repository has 123 GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Dspy Haystack Integration and Dspy Adapters Multimodal.
Are the skills in OmidZamani/dspy-skills official?
None yet. All 17 skills in OmidZamani/dspy-skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from OmidZamani/dspy-skills?
Run npx skills add OmidZamani/dspy-skills in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.