smart-ai-memory/attune-ai · plugin/skills/rag-code-gen/SKILL.md

rag-code-gen skillA

rag-code-gen is agent-read markdown (skill) from smart-ai-memory/attune-ai: RAG-grounded code generation with source citations. Triggers on: grounded code, ground this, cite sources, show me with sources, how do I with attune, reference attune docs, grounded against attune docs..

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 smart-ai-memory/attune-ai/rag-code-gen@git:20260717.b597e40
Exact content
mdr add smart-ai-memory/attune-ai/rag-code-gen@sha256:0d84a32e2f89e8de

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_d3lesm5imo6q5l37.svg)](https://markdownregistry.com/a/art_d3lesm5imo6q5l37)

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Versions

versioncommittedcommitsizeaudit
git:20260717.b597e40 latest2026-07-17 b597e40 2,956 BA view · diff
git:20260625.50a33002026-06-25 50a3300 2,911 BA view · diff
git:20260418.dd8eff52026-04-18 dd8eff5 2,904 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 (2956 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

smart-ai-memory/attune-ai · 10 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d3lesm5imo6q5l37
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/rag-code-gen
GET https://markdownregistry.com/api/v1/blob/0d84a32e2f89e8debd740b4343c7930b17efcca37fcb68737f342f8b6b5f6f77

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