How do I install the Lumina RAG Knowledge skill?

Run npx skillmds@latest add tomevault-io/lumina-rag-knowledge in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Lumina RAG Knowledge safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Lumina RAG Knowledge?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Lumina RAG Knowledge free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Lumina RAG Knowledge?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Lumina RAG Knowledge by tomevault-io

Name: Lumina RAG Knowledge
Author: tomevault-io

Lumina RAG Knowledge

Manage Lumina's retrieval-augmented generation and knowledge ingestion workflow. Use when editing server/src/services/knowledgeBase.ts, server/src/services/pineconeClient.ts, server/src/scripts/knowledgeCli.ts, server/src/models/KnowledgeSource.ts, files under server/knowledge, manifest-based sync inputs, or debugging grounded answers, retrieval relevance, source lifecycle, and inline citations. Use when this capability is needed.

tomevault-io Updated Sep 17, 2026

File contents

Lumina Rag Knowledge

Overview

Use this skill for retrieval, ingestion, and citation work. The repository treats knowledge management as a CLI-driven flow rather than a UI-managed feature.

Load The Right Reference

Read references/cli-workflow.md when updating or using ingestion commands, manifests, or source files.
Read references/retrieval-contract.md when changing runtime retrieval, citation formatting, or grounded-answer behavior.

Preserve The Grounding Contract

Keep answers grounded in indexed sources.
Preserve inline citations and the associated sources list behavior when changing retrieval or response composition.
Avoid adding UI-based mutation flows for knowledge content unless the task explicitly requires a product change.
Prefer updating source content through the CLI and manifest workflows already documented in the repo.

Change Source Lifecycle Carefully

Preserve stable externalId usage when designing repeatable updates.
Keep ingestion, deletion, listing, and sync semantics coherent across CLI commands and model storage.
If a change affects both retrieval logic and general API behavior, coordinate with lumina-backend-api.

Finish With Practical Validation

Run npm run build in server/ after code changes.
Use the existing CLI commands for targeted runtime checks when environment variables and external services are available.
If Pinecone or Gemini credentials are unavailable, state that runtime retrieval was not exercised.

Source: hoangsonww/AI-RAG-Assistant-Chatbot — distributed by TomeVault.

---name: lumina-rag-knowledgedescription: Manage Lumina's retrieval-augmented generation and knowledge ingestion workflow. Use when editing server/src/services/knowledgeBase.ts, server/src/services/pineconeClient.ts, server/src/scripts/knowledgeCli.ts, server/src/models/KnowledgeSource.ts, files under server/knowledge, manifest-based sync inputs, or debugging grounded answers, retrieval relevance, source lifecycle, and inline citations. Use when this capability is needed.---# Lumina Rag Knowledge## OverviewUse this skill for retrieval, ingestion, and citation work. The repository treats knowledge management as a CLI-driven flow rather than a UI-managed feature.## Load The Right Reference- Read `references/cli-workflow.md` when updating or using ingestion commands, manifests, or source files.- Read `references/retrieval-contract.md` when changing runtime retrieval, citation formatting, or grounded-answer behavior.## Preserve The Grounding Contract- Keep answers grounded in indexed sources.- Preserve inline citations and the associated sources list behavior when changing retrieval or response composition.- Avoid adding UI-based mutation flows for knowledge content unless the task explicitly requires a product change.- Prefer updating source content through the CLI and manifest workflows already documented in the repo.## Change Source Lifecycle Carefully- Preserve stable `externalId` usage when designing repeatable updates.- Keep ingestion, deletion, listing, and sync semantics coherent across CLI commands and model storage.- If a change affects both retrieval logic and general API behavior, coordinate with `lumina-backend-api`.## Finish With Practical Validation- Run `npm run build` in `server/` after code changes.- Use the existing CLI commands for targeted runtime checks when environment variables and external services are available.- If Pinecone or Gemini credentials are unavailable, state that runtime retrieval was not exercised.---> Source: [hoangsonww/AI-RAG-Assistant-Chatbot](https://github.com/hoangsonww/AI-RAG-Assistant-Chatbot) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions