moonlight-lupin/agent-skills · research/library-rag/SKILL.md

library-rag skillA

library-rag is agent-read markdown (skill) from moonlight-lupin/agent-skills: Semantic search over a personal library using Nemotron-3-Embed-1B embeddings + sqlite-vec. Index books, documents, any text corpus; query by meaning. Includes EPUB→Markdown conversion and MCP server for auto-available search tools..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add moonlight-lupin/agent-skills/library-rag@v1.0.0
Exact content
mdr add moonlight-lupin/agent-skills/library-rag@sha256:5db12af0f4616564

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jktrxivz5qnpayub.svg)](https://markdownregistry.com/a/art_jktrxivz5qnpayub)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-08-13 17f8c65 19,331 BA view · diff
v1.0.02026-08-13 5cfff30 18,806 BA view · diff
v1.0.02026-08-13 090474f 18,486 BA view · diff
v1.0.02026-07-08 52f1cb9 18,468 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19331 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

moonlight-lupin/agent-skills · 72 stars · license MIT · pushed 2026-09-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jktrxivz5qnpayub
GET https://markdownregistry.com/api/v1/resolve?ref=moonlight-lupin/agent-skills/library-rag
GET https://markdownregistry.com/api/v1/blob/5db12af0f46165642470a238b61b43aa2d4d4d973d3c544ae3fe40de5af3b2d0

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.