view --main dspy-dspy-philosophy-skill-dlya-filosofskogo-analiza.md
dspy-dspy-philosophy: Скилл для философского анализа
readonly
--- lines
---
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"
```
Инициализация мануала...
package.json
$ install --global
skills.sh
npx skills add https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/ai/prompting/dspy/dspy-philosophy
$ download --local
man
[HINT] Скачивает всю директорию скилла с GitHub: SKILL.md и все связанные файлы