richfrem/agent-plugins-skills · plugins/agent-memory/skills/rlm-distill-agent/SKILL.md

rlm-distill-agent skillA

rlm-distill-agent is agent-read markdown (skill) from richfrem/agent-plugins-skills: Distills uncached files into the Recursive Language Model(RLM) Summary cache Ledger. You (the agent) ARE the distillation engine. Read each file deeply, write a high-quality 1-sentence summary, inject it via inject_summary.py. The purpose is if you read the full file once and produce a great summary once it will avoid the need to read the file every time you need to know what the script does or what the details of the file are. most cases the RLM summary should be sufficient. Use when files ar.

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 richfrem/agent-plugins-skills/rlm-distill-agent@git:20260601.9a7ab31
Exact content
mdr add richfrem/agent-plugins-skills/rlm-distill-agent@sha256:79a65048dd9453a5

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_obgdlm7nxxde3nvx.svg)](https://markdownregistry.com/a/art_obgdlm7nxxde3nvx)

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Versions

versioncommittedcommitsizeaudit
git:20260601.9a7ab31 latest2026-06-01 9a7ab31 4,757 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 (4757 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

richfrem/agent-plugins-skills · 6 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_obgdlm7nxxde3nvx
GET https://markdownregistry.com/api/v1/resolve?ref=richfrem/agent-plugins-skills/rlm-distill-agent
GET https://markdownregistry.com/api/v1/blob/79a65048dd9453a5b3199726792e563e7031f992dd51729ce48f387ad6207780

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