Individual skill
dspy-reasoning-modules
Use for DSPy reasoning modules including RLM, ProgramOfThought, CodeAct, Parallel, sandboxed execution, and long-context workflows.
skills/dspy-reasoning-modules/SKILL.md
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- agent-skills Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- dspy Repository topic
- llm Repository topic
- prompt-optimization Repository topic
- rag Repository topic
- reasoning Declared skill tag
- engineering Derived category
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# DSPy Reasoning Modules
## Goal
Choose the appropriate DSPy reasoning module for long-context exploration, code-assisted reasoning, or parallel execution.
## Module Selection
| Module | Use it for | Important constraint |
|--------|------------|----------------------|
| `dspy.RLM` | Exploring very large contexts with iterative REPL code and recursive sub-LM calls | Experimental; requires Deno by default |
| `dspy.ProgramOfThought` | Solving tasks by generating and executing Python | Requires Deno by default |
| `dspy.CodeAct` | Combining generated Python with predefined tool functions | Functions only; requires Deno |
| `dspy.Parallel` | Running `(module, example)` pairs concurrently | Tune threads and error handling |