# AI Cache Patterns

> Embedding/vector caching for AI cost optimization

- Skill: `diegosouzapw/ai-cache-patterns` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add diegosouzapw/ai-cache-patterns`
- Raw SKILL.md: https://api.skillmd.com/api/skills/diegosouzapw/ai-cache-patterns/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: diegosouzapw (https://skillmd.com/u/diegosouzapw)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/diegosouzapw/ai-cache-patterns

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# ai-cache-patterns

**Purpose**: Embedding/vector caching for AI cost optimization for Redis implementations.

**Activation Triggers**:
- When implementing ai cache patterns
- When user mentions Redis Embedding/vector caching for AI cost optimization
- When designing Redis architecture

## Quick Reference

See templates/, scripts/, and examples/ for implementation patterns.

## Templates

- `templates/` - Configuration file templates
- All templates use placeholders (no hardcoded credentials)

## Scripts

- `scripts/` - Automation and testing scripts

## Examples

- `examples/` - Implementation examples for common use cases

## Security Compliance

This skill follows strict security rules:
- All code examples use placeholder values only
- No real API keys, passwords, or secrets
- Environment variable references in all code
- `.gitignore` protection documented