smithery/OmidZamani

1

dspy-advanced-module-composition Use for composing DSPy modules with Ensemble, MultiChainComparison, ensemble voting, sequential pipelines, and multi-…

smithery/OmidZamani

0

2

dspy-bootstrap-fewshot Use for BootstrapFewShot, bootstrapped demonstrations, teacher-model demos, and low-data DSPy prompt optimization.

smithery/OmidZamani

0

3

dspy-custom-module-design Use for creating custom DSPy modules, extending dspy.Module, reusable components, stateful modules, serialization, an…

smithery/OmidZamani

0

4

dspy-debugging-observability Use for debugging DSPy programs, inspect_history, tracing LLM calls, custom callbacks, observability, monitoring, and…

smithery/OmidZamani

0

5

dspy-evaluation-suite Use for evaluating DSPy programs with Evaluate, answer_exact_match, SemanticF1, custom metrics, baselines, and progra…

smithery/OmidZamani

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6

dspy-gepa-reflective Use for GEPA reflective optimization, ReAct agent optimization, feedback metrics, LLM reflection, and execution traje…

smithery/OmidZamani

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7

dspy-haystack-integration Use for integrating DSPy with Haystack, optimizing Haystack prompts, improving retrieval pipelines, and extracting DS…

smithery/OmidZamani

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8

dspy-miprov2-optimizer Use for MIPROv2, Bayesian optimization, instruction and demo tuning, and high-performance DSPy program optimization.

smithery/OmidZamani

0

9

dspy-output-refinement-constraints Use for dspy.Refine, dspy.BestOfN, output constraints, validation, reward functions, and iterative output refinement.

smithery/OmidZamani

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10

dspy-react-agent-builder Use for ReAct agents, tool-calling agents, dspy.ReAct, multi-step reasoning and acting, and GEPA agent optimization.

smithery/OmidZamani

0

11

dspy-signature-designer Use for DSPy signatures, InputField, OutputField, typed inputs and outputs, signature classes, and Pydantic-style str…

smithery/OmidZamani

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12

skill-perfection Use this skill when you need to QA audit and fix a plugin skill file. Provides a methodology for verifying skill cont…

smithery/OmidZamani

0