@ragieai/skills

Ragie skills for AI coding agents. Install once and your agent understands how to ingest documents, run retrievals, build RAG pipelines, configure the MCP server, and handle multi-tenancy with Ragie.

Works with Claude Code, Cursor, Cline, Copilot, Windsurf, and 40+ other agents.

Installation

Via skills CLI (recommended)

Installs into your current project for whichever agent you use:

npx skills add ragieai/skills

Via npm

For programmatic access to skill and reference content:

npm install @ragieai/skills

Local development

Symlink the skill directory directly into Claude Code's skills folder so edits are reflected immediately:

ln -s /path/to/ragieai/skills/skills/ragie ~/.claude/skills/ragie

What's Included

Skill

One skill — ragie — that activates when you ask about integrating Ragie, building RAG pipelines, ingesting documents, configuring the MCP server, or working with retrievals.

References

File	Content
quickstart.md	Install SDK, ingest a document, run first retrieval
ingestion.md	Files, URLs, raw text, readiness polling, webhooks, bulk ingest
retrieval.md	Search options, topK, reranking, hybrid search, metadata filters
mcp.md	MCP server URL pattern, configuration, the retrieve tool
partitions.md	Multi-tenancy, partition isolation, partition management
metadata-filtering.md	Tagging documents, filtering at retrieval time
rag-patterns.md	RAG responses, streaming, citations, tool use, production checklist
api-reference.md	Full REST endpoint reference, error codes
python.md	Python SDK equivalents for all patterns

References are loaded on demand — only what's relevant to the current task is pulled into context.

MCP Server

The Ragie MCP server exposes a retrieve tool scoped to a partition, letting your agent search your knowledge base directly. Configure it with two environment variables:

export RAGIE_API_KEY=ragie_...
export RAGIE_PARTITION=your-partition

The plugin's .mcp.json handles the rest. See mcp.md for multi-partition setup.

Programmatic API

import {
  getSkill,
  getReference,
  getSkillPath,
  getReferencePath,
  getSkillsDir,
} from "@ragieai/skills";

// Get skill or reference content as a string
const skill = getSkill("ragie");
const quickstart = getReference("quickstart");

// Get absolute file paths
const skillPath = getSkillPath("ragie");
const refPath = getReferencePath("rag-patterns");

License

MIT