Agent skill
dspy-dspy-philosophy
Sub-skill of dspy: DSPy Philosophy.
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/ai/prompting/dspy/dspy-philosophy
SKILL.md
DSPy Philosophy
DSPy Philosophy
DSPy treats prompts as programs rather than strings:
- Signatures define input/output specifications
- Modules implement reasoning patterns
- Optimizers automatically improve prompts
- Metrics evaluate performance
Traditional: "Write prompt" -> "Test" -> "Manually adjust" -> "Repeat"
DSPy: "Define signature" -> "Compile with optimizer" -> "Deploy optimized prompt"
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