Dspy Development | Agent Skills Atlas

About this skill

Use when the user asks to "build with DSPy", "create a DSPy module", "optimize prompts", "build a RAG system", "create an AI agent with DSPy", "use declarative LM programming", "build an LM pipeline", "optimize few-shot examples", "use teleprompters", "compile a DSPy program", "fine-tune prompts", "create a DSPy signature", or mentions any of: DSPy, dspy, import dspy, dspy.LM, dspy.configure, dspy.Predict, dspy.ChainOfThought, dspy.ReAct, dspy.Module, dspy.Signature, dspy.InputField, dspy.OutputField, dspy.Retrieve, dspy.TypedPredictor, dspy.ProgramOfThought, dspy.Refine, dspy.BestofN, dspy.asyncify, dspy.streamify, dspy.MIPROv2, BootstrapFewShot, BootstrapFinetune, MIPRO, COPRO, dspy.Evaluate, dspy.Example, dspy.Prediction, dspy.RLM, dspy.RLM(, recursive language model, RLM module, long context processing, programmatic context exploration, REPL-based reasoning, llmquery, context decomposition, dspy.CodeAct, dspy.GEPA, dspy.SIMBA, ArborGRPO, dspy.Reasoning, dspy.Image, dspy.Audio, ChatAdapter, JSONAdapter, XMLAdapter, BAMLAdapter, Module.batch, dspy.adapter, dspy.teleprompt, dspy.evaluate, prompt optimization, few-shot learning, language model pipeline, LM programming framework, Stanford NLP DSPy, declarative prompting, or automated prompt engineering. Also trigger when code contains import dspy or from dspy.

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Original listing metadata

Original name

dspy-development

Original description

This skill should be used when the user asks to "build with DSPy", "create a DSPy module", "optimize prompts", "build a RAG system", "create an AI agent with DSPy", "use declarative LM programming", "build an LM pipeline", "optimize few-shot examples", "use teleprompters", "compile a DSPy program", "fine-tune prompts", "create a DSPy signature", or mentions any of: DSPy, dspy, import dspy, dspy.LM, dspy.configure, dspy.Predict, dspy.ChainOfThought, dspy.ReAct, dspy.Module, dspy.Signature, dspy.InputField, dspy.OutputField, dspy.Retrieve, dspy.TypedPredictor, dspy.ProgramOfThought, dspy.Refine, dspy.BestofN, dspy.asyncify, dspy.streamify, dspy.MIPROv2, BootstrapFewShot, BootstrapFinetune, MIPRO, COPRO, dspy.Evaluate, dspy.Example, dspy.Prediction, dspy.RLM, dspy.RLM(, recursive language model, RLM module, long context processing, programmatic context exploration, REPL-based reasoning, llm_query, context decomposition, dspy.CodeAct, dspy.GEPA, dspy.SIMBA, ArborGRPO, dspy.Reasoning, dspy.Image, dspy.Audio, ChatAdapter, JSONAdapter, XMLAdapter, BAMLAdapter, Module.batch, dspy.adapter, dspy.teleprompt, dspy.evaluate, prompt optimization, few-shot learning, language model pipeline, LM programming framework, Stanford NLP DSPy, declarative prompting, or automated prompt engineering. Also trigger when code contains `import dspy` or `from dspy`.

About this listing

Category: General
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.