OmidZamani

27 mods across 1 repository, 121 stars between them.

dspy-skills

02

OmidZamani/dspy-skills

Plugin Claude Code

Collection of 22 focused skills for building, optimizing, evaluating, and deploying DSPy applications.

121 2mo ago A tokens not measured original MIT

skill-perfection

03

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use this skill when you need to QA audit and fix a plugin skill file. Provides a methodology for verifying skill content against official documentation, fixing issues in-place, and producing verification reports.

121 2mo ago A 41 tokens original MIT

skill-perfection

04

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use this skill when you need to QA audit and fix a plugin skill file. Provides a methodology for verifying skill content against official documentation, fixing issues in-place, and producing verification reports.

121 2mo ago A 41 tokens copy · 100% MIT

OmidZamani/dspy-skills

Instructions file CodexOpenCode

Instructions for OmidZamani/dspy-skills, covering agent instructions, quick reference and landing the plane (session completion).

121 2mo ago A 333 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for DSPy adapter selection, JSONAdapter, XMLAdapter, ChatAdapter, native function calling, structured outputs, and multimodal inputs like dspy.Image or dspy.Audio.

121 2mo ago A 45 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for BetterTogether, prompt plus weight optimization, fine-tuning sequences, and strategy chains like p -> w -> p.

121 2mo ago A 32 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

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

121 2mo ago A 30 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for creating custom DSPy modules, extending dspy.Module, reusable components, stateful modules, serialization, and module testing.

121 2mo ago A 32 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for debugging DSPy programs, inspecthistory, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking.

121 2mo ago A 35 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for DSPy retrieval with dspy.Embedder, dspy.Embeddings, FAISS indexes, semantic search, and local or hosted embedding models.

121 2mo ago A 40 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for evaluating DSPy programs with Evaluate, answerexactmatch, SemanticF1, custom metrics, baselines, and program comparisons.

121 2mo ago A 33 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for BootstrapFinetune, fine-tuning DSPy models, teacher-student distillation, weight optimization, and lower-cost deployment.

121 2mo ago A 35 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for GEPA reflective optimization, ReAct agent optimization, feedback metrics, LLM reflection, and execution trajectories.

121 2mo ago A 31 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for integrating DSPy with Haystack, optimizing Haystack prompts, improving retrieval pipelines, and extracting DSPy prompts.

121 2mo ago A 32 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for MCP tools with DSPy, Model Context Protocol servers, dspy.Tool.frommcptool, and ReAct agents over MCP-compatible tools.

121 2mo ago A 38 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

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

121 2mo ago A 33 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for GEPA optimizeanything on text artifacts such as code, prompts, agent architectures, configs, and non-DSPy optimization targets.

121 2mo ago A 36 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use to choose or compare DSPy optimizers including LabeledFewShot, BootstrapFewShot, MIPROv2, SIMBA, GEPA, BootstrapFinetune, Ensemble, and BetterTogether.

121 2mo ago A 48 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for deploying DSPy with save/load, configurecache, restrictpickle, trackusage, async execution, streaming, and production runtime controls.

121 2mo ago A 34 tokens original MIT

dspy-rag-pipeline

23

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for RAG pipelines, retrieval augmented generation, ColBERTv2, context retrieval, multi-hop RAG, and grounded DSPy answers.

121 2mo ago A 37 tokens original MIT

OmidZamani/dspy-skills

Skill Claude CodeCodex

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

121 2mo ago A 34 tokens original MIT