amey-thakur/ai-skills · skills/ai-memory-rag/rag-freshness/SKILL.md

rag-freshness skillA

rag-freshness is agent-read markdown (skill) from amey-thakur/ai-skills: Keep a retrieval corpus current as source documents change, with incremental updates, deletion propagation, and a stated staleness budget. Use when retrieved answers cite content that has since changed or been removed..

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 amey-thakur/ai-skills/rag-freshness@git:20260728.fe84bd4
Exact content
mdr add amey-thakur/ai-skills/rag-freshness@sha256:3cb0c0a9d7169228

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_rha3gev4fritkegt.svg)](https://markdownregistry.com/a/art_rha3gev4fritkegt)

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Versions

versioncommittedcommitsizeaudit
git:20260728.fe84bd4 latest2026-07-28 fe84bd4 1,967 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 (1967 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

amey-thakur/ai-skills · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rha3gev4fritkegt
GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/rag-freshness
GET https://markdownregistry.com/api/v1/blob/3cb0c0a9d716922887433f6afcefba01049b2723c8e9fc7f214e8bc88e0d55a5

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