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Dspy Philosophy

ASecurity

Sub-skill of dspy: DSPy Philosophy.

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  • Added September 9, 2026
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A100/100

Scanned September 9, 2026

npx -y skills add vamseeachanta/workspace-hub --skill dspy-philosophy --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: dspy-dspy-philosophy
description: 'Sub-skill of dspy: DSPy Philosophy.'
version: 1.0.0
category: ai-prompting
type: reference
scripts_exempt: true
---

# DSPy Philosophy

## DSPy Philosophy


DSPy treats prompts as **programs** rather than strings:

1. **Signatures** define input/output specifications
2. **Modules** implement reasoning patterns
3. **Optimizers** automatically improve prompts
4. **Metrics** evaluate performance

```
Traditional: "Write prompt" -> "Test" -> "Manually adjust" -> "Repeat"
DSPy:        "Define signature" -> "Compile with optimizer" -> "Deploy optimized prompt"
```

Attribution

vamseeachantaView sourceSee grades on GitHubMore from vamseeachanta

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