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home / skills / omidzamani / dspy-skills
omidzamani/dspy-skills
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
16 skills
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dspy-evaluation-suite
omidzamani/dspy-skills
26
This skill helps you systematically evaluate DSPy programs with built-in and custom metrics, enabling baseline creation, comparisons, and production readiness.
dspy-haystack-integration
omidzamani/dspy-skills
26
This skill enables DSPy to optimize Haystack prompts and pipelines, delivering data-driven prompt improvements and seamless DSPy-Haystack integration.
skills-skill-perfection
omidzamani/dspy-skills
26
This skill guides you through auditing and fixing plugin skills in one pass, producing verified results and a concise perfection report.
dspy-bootstrap-fewshot
omidzamani/dspy-skills
26
This skill automatically generates and selects effective few-shot demonstrations for DSPy programs using a teacher model with limited data.
dspy-debugging-observability
omidzamani/dspy-skills
26
This skill helps you debug, trace, and monitor DSPy programs in development and production with inspection, MLflow tracing, and custom callbacks.
dspy-custom-module-design
omidzamani/dspy-skills
26
This skill helps you design production-ready DSPy custom modules with proper architecture, state management, serialization, and testing.
dspy-finetune-bootstrap
omidzamani/dspy-skills
26
This skill distills a DSPy program into fine-tuned weights for efficient production deployment and reduced inference costs.
dspy-miprov2-optimizer
omidzamani/dspy-skills
26
This skill optimizes DSPy programs with MIPROv2 using Bayesian optimization to tune instructions and demos for maximum performance.
dspy-output-refinement-constraints
omidzamani/dspy-skills
26
This skill refines DSPy outputs through iterative reward-based checks and best-of-N selection to meet format, length, and content constraints.
dspy-signature-designer
omidzamani/dspy-skills
26
This skill designs type-safe DSPy module signatures with input/output schemas and Pydantic models for robust, structured results.
dspy-simba-optimizer
omidzamani/dspy-skills
26
This skill optimizes DSPy programs using mini-batch Bayesian optimization with rich feedback signals to balance efficiency and performance.
dspy-rag-pipeline
omidzamani/dspy-skills
26
This skill helps you build a retrieval-augmented generation pipeline using ColBERTv2 in DSPy to produce grounded, factual answers.
dspy-react-agent-builder
omidzamani/dspy-skills
26
This skill helps you build production-ready ReAct agents that reason, act, and call tools to solve complex tasks.
dspy-advanced-module-composition
omidzamani/dspy-skills
26
This skill helps you compose DSPy programs by orchestrating ensemble, multi-chain comparison, and sequential modules for robust multi-step workflows.
dspy-gepa-reflective
omidzamani/dspy-skills
26
This skill optimizes complex agentic systems with reflective feedback and Pareto-based search to improve multi-step agents using textual traces.
skill-perfection
omidzamani/dspy-skills
26
This skill guides you through auditing and fixing a plugin skill file in one pass, delivering a verified, ready-to-report result.