simbajigege/book2skills · skills/agent-memory-implementation/SKILL.md

agent-memory-implementation skillA

agent-memory-implementation is agent-read markdown (skill) from simbajigege/book2skills: Restructures a chaotic or overgrown MEMORY.md into a clean 2-layer architecture based on how Claude Code's autoDream system organizes memory — a lightweight pointer index (always loaded) and topic files (loaded on demand). Stale or superseded memories are deleted or corrected in place — not archived. Use this skill whenever the user says "clean up MEMORY.md", "reorganize my memory files", "MEMORY.md is getting too long", "fix my memory structure", or when you observe that MEMORY.md exceeds 200 l.

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 simbajigege/book2skills/agent-memory-implementation@git:20260528.d45c1fe
Exact content
mdr add simbajigege/book2skills/agent-memory-implementation@sha256:ee9c772df5864b15

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_uafksdslogogqihr.svg)](https://markdownregistry.com/a/art_uafksdslogogqihr)

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Versions

versioncommittedcommitsizeaudit
git:20260528.d45c1fe latest2026-05-28 d45c1fe 9,528 BA view · diff
git:20260528.ad37bf62026-05-28 ad37bf6 9,515 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 (9528 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

simbajigege/book2skills · 168 stars · license MIT · pushed 2026-08-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uafksdslogogqihr
GET https://markdownregistry.com/api/v1/resolve?ref=simbajigege/book2skills/agent-memory-implementation
GET https://markdownregistry.com/api/v1/blob/ee9c772df5864b15e7a81cc6e72ffcd82addf331b73c559143d055810f49e0ed

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