drayline/rootnode-skills · rootnode-memory-optimization/SKILL.md

rootnode-memory-optimization skillA

rootnode-memory-optimization is agent-read markdown (skill) from drayline/rootnode-skills: Rebalances context across Memory, Custom Instructions, knowledge files, and User Preferences in Claude Projects. Audits Memory for redundancy, staleness, and misplacement; prescribes optimization including Codification of stable Memory patterns into explicit User Preferences or Project CI rules. Use when user says "optimize my memory," "what should be in my memory," "trim my knowledge files," "reduce my context usage," "rebalance my project," "what should be in my preferences vs memory," or asks.

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 drayline/rootnode-skills/rootnode-memory-optimization@v4.0.0
Exact content
mdr add drayline/rootnode-skills/rootnode-memory-optimization@sha256:98e9636f79cb100c

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_bffhdwvjlmi7z2w4.svg)](https://markdownregistry.com/a/art_bffhdwvjlmi7z2w4)

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Versions

versioncommittedcommitsizeaudit
v4.0.0 latest2026-07-25 60fee80 22,957 BA view · diff
v1.2.12026-06-26 320dba7 22,592 BA view · diff
v1.22026-05-01 85b7113 21,857 BA view · diff
v1.22026-04-14 dcec6f7 21,123 BA view · diff
v1.12026-03-19 90c9637 15,718 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 (22957 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

drayline/rootnode-skills · 40 stars · license NOASSERTION · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bffhdwvjlmi7z2w4
GET https://markdownregistry.com/api/v1/resolve?ref=drayline/rootnode-skills/rootnode-memory-optimization
GET https://markdownregistry.com/api/v1/blob/98e9636f79cb100c9d40e3d743996f917de9607f6e116dfbb27e8b8481d021af

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