borghei/claude-skills · engineering/rag-architect/SKILL.md

rag-architect skillA

rag-architect is agent-read markdown (skill) from borghei/claude-skills: Design RAG pipelines: chunking, retrieval evaluation, and architecture. Use when building a RAG system, selecting a chunking strategy, choosing a vector database, optimizing retrieval quality, or evaluating with RAGAS metrics..

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 borghei/claude-skills/rag-architect@v1.1.0
Exact content
mdr add borghei/claude-skills/rag-architect@sha256:94eacf2bb0ea9ee3

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_bmvu4l7r3mmtof7i.svg)](https://markdownregistry.com/a/art_bmvu4l7r3mmtof7i)

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Versions

versioncommittedcommitsizeaudit
v1.1.0 latest2026-06-22 65b93aa 7,174 BA view · diff
v1.1.02026-06-17 8980a67 6,390 BA view · diff
v1.0.02026-06-17 0c19211 18,912 BA view · diff
v1.0.02026-03-30 6b5a5d8 19,007 BA view · diff
v1.0.02026-03-21 36e3f67 18,968 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 (7174 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

borghei/claude-skills · 778 stars · license NOASSERTION · pushed 2026-08-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bmvu4l7r3mmtof7i
GET https://markdownregistry.com/api/v1/resolve?ref=borghei/claude-skills/rag-architect
GET https://markdownregistry.com/api/v1/blob/94eacf2bb0ea9ee353c2c0560762e7832108afdb9156632e2366bf52f029a306

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