Valentin Kirilov 3a47819b37 feat(redis-vector-search): add spec-compliant skill for embeddings and RAG
Introduces skills/redis-vector-search/ covering the four vector-* rules
from skills/redis-development/rules/ in agentskills.io spec layout:

  vector-algorithm-choice → references/algorithm-choice.md  (HNSW vs FLAT)
  vector-index-creation   → references/index-creation.md    (DIM, metric, etc.)
  vector-hybrid-search    → references/hybrid-search.md     (filtered vector)
  vector-rag-pattern      → references/rag-pattern.md       (full RAG pipeline)

SKILL.md summarizes index configuration, algorithm choice, hybrid
filtering, and the RAG pattern; the four reference files carry the
full code samples. The skill positions itself as a layer on top of
redis-query-engine, since vector fields live inside RQE indexes.

Additive only: the source vector-*.md rules under skills/redis-development/
remain in place so the legacy compiled AGENTS.md continues to serve
existing plugin consumers unchanged. They are removed in the final
cleanup PR alongside the rest of the rules/ tree.

Validation:
- skill-validator check skills/redis-vector-search → passed (0 warnings)
- npm run validate → rules + plugin validators green

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-22 15:41:23 +03:00
2026-02-20 10:08:46 -05:00
2026-01-31 01:03:50 -08:00
2026-05-22 09:20:23 +03:00
2026-01-31 00:49:42 -08:00

Redis Agent Skills

A collection of skills for AI coding agents working with Redis. Skills are packaged instructions and resources that extend agent capabilities.

Skills follow the Agent Skills format.

Available Skills

Skill Description
redis-development Redis development best practices — data structures, query engine, vector search, caching, and performance optimization.

Installation

Agent Skills CLI

npx skills add redis/agent-skills

Claude Code Plugin

You can also install the skills as a Claude Code plugin:

/plugin marketplace add redis/agent-skills
/plugin install redis-development@redis

Cursor Plugin

This repository also includes Cursor plugin packaging. Run this command in chat:

/add-plugin redis

The top-level skills/ directory remains the source of truth. Plugin folders symlink only the skill directories they expose.

Usage

Skills are automatically available once installed. The agent will use them when relevant tasks are detected.

Examples:

Help me optimize this Redis query
What data structure should I use for a leaderboard?
Review my Redis connection handling

Skill Structure

Each skill contains:

  • SKILL.md - Instructions for the agent
  • AGENTS.md - Compiled rules (generated for rule-based skills)
  • rules/ - Individual rule files (for rule-based skills)
  • scripts/ - Helper scripts for automation (optional)

Building

For rule-based skills, build the compiled AGENTS.md:

npm install
npm run validate  # Validate rule files
npm run build     # Build AGENTS.md

License

MIT

S
Description
redis-development: Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with…; redis-core: Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent…; redis-connections: Redis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with RESP3, avoiding slow commands…
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