rag-core

rag-core is a plugin for Claude Code from qte77/claude-code-plugins. Its manifest loads nothing; the 1 skill it bundles cost 45 tokens per session together, scanned A, original, Apache-2.0.

A document-search plugin for heading-based chunking, FAISS vector search, and PageIndex tree filtering. RAG means retrieving relevant source text before generating an answer.

In plain words
What is it for?
Use it to build document indexing, hybrid retrieval, and RAG-based search systems.
Why use it?
It provides the indexing and retrieval pieces needed to search long documents by meaning while respecting their structure.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest. Also seen: mentions Claude Code.

Good fit Use it to build document indexing, hybrid retrieval, and RAG-based search systems.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add qte77/claude-code-plugins
/plugin install rag-core
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/qte77/claude-code-plugins

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for rag-core

README.md
[![agentmods](https://agentmods.dev/badge/plugins/qte77/claude-code-plugins/rag-core/github.svg)](https://agentmods.dev/plugins/qte77/claude-code-plugins/rag-core)
Your own site
<a href="https://agentmods.dev/plugins/qte77/claude-code-plugins/rag-core"><img src="https://agentmods.dev/badge/plugins/qte77/claude-code-plugins/rag-core/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for rag-core

Your own site · 80×15
<a href="https://agentmods.dev/plugins/qte77/claude-code-plugins/rag-core"><img src="https://agentmods.dev/badge/plugins/qte77/claude-code-plugins/rag-core.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill cost 45 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

rag-core scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 23d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/rag-core/.claude-plugin/plugin.json · 8 lines

What it actually says

{
  "name": "rag-core",
  "version": "1.0.2",
  "description": "Document indexing and hybrid retrieval with heading-boundary chunking, FAISS vector store, and PageIndex tree filtering",
  "author": { "name": "Claude Code Utils Contributors" },
  "keywords": ["rag", "retrieval", "indexing", "chunking", "faiss", "embedding"]
}
Contents

What it installs

The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 45 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 23d ago Changed 6e801ee65c8c
  2. 1mo ago First seen · 8 lines scan A 65c830ff0561

Subscribe to this mod's changes

rag-core is a plugin published in the GitHub repository qte77/claude-code-plugins (3 stars, last pushed yesterday), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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