🐛 Dspy Advanced Module Composition
This skill helps you compose DSPy programs by orchestrating ensemble, multi-chain comparison, and sequential modules for robust multi-step workflows.
npx playbooks add skill omidzamani/dspy-skills --skill dspy-advanced-module-composition
About Dspy Advanced Module Composition
Built for debugging workflows, Dspy Advanced Module Composition helps AI coding agents this skill helps you compose dspy programs by orchestrating ensemble, multi-chain comparison, and sequential modules for robust multi-step workflows.
The 19-word prompt provides structured debugging guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (19 words)
This skill helps you compose DSPy programs by orchestrating ensemble, multi-chain comparison, and sequential modules for robust multi-step workflows.
Frequently Asked Questions
What is Dspy Advanced Module Composition?
Dspy Advanced Module Composition is a free debugging skill for AI coding agents. This skill helps you compose DSPy programs by orchestrating ensemble, multi-chain comparison, and sequential modules for robust multi-step workflows.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Dspy Advanced Module Composition with Claude Code?
Run npx playbooks add skill omidzamani/dspy-skills --skill dspy-advanced-module-composition in your terminal to install Dspy Advanced Module Composition into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Dspy Advanced Module Composition?
Dspy Advanced Module Composition is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Dspy Advanced Module Composition free to use?
Yes, Dspy Advanced Module Composition is completely free and open source. The full source is available on GitHub at https://github.com/omidzamani/dspy-skills/tree/main/skills/dspy-advanced-module-composition. You only need a subscription to the AI agent you use it with.
