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By OmidZamani
Skills
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| # | 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 |
