skill-rag-router

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Semantic skill discovery and routing using GraphRAG, vector embeddings, and multi-tool search. Automatically matches user intent to the most relevant skills from 144+ available options using ck semantic search, LEANN RAG, and knowledge graph relationships. Triggers on /meta queries, complex multi-domain tasks, explicit skill requests, or when task complexity exceeds threshold (files>20, domains>2, complexity>=0.7).

1installs

Sourcezpankz/mcp-skillset

Added on2026-02-11

NPX Install

npx skill4agent add zpankz/mcp-skillset skill-rag-router

SKILL.md Content

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Skill RAG Router

Intelligent skill discovery and routing system using semantic search and knowledge graph relationships.

Capabilities

Semantic Skill Search: Uses
```
ck --sem
```
for meaning-based skill matching
Hybrid Search: Combines semantic + keyword matching via
```
ck --hybrid
```
Session Awareness: Integrates with beads/bd for session context
Memory Integration: Uses claude-mem for cross-session learning

Trigger Conditions

Activate this skill when:

User explicitly requests skill discovery (
```
/meta
```
, "find a skill for...")
Task complexity score >= 0.7
Task involves > 20 files
Task spans > 2 domains (frontend, backend, security, etc.)
User asks "what skill can help with..."

Usage

bash

# Explicit invocation
/meta [query]

# Examples
/meta "optimize prompts for RAG pipeline"
/meta "debug authentication flow"
/meta "refactor legacy codebase"

Search Implementation