agent-memory-implementation SKILL.md skillA
agent-memory-implementation from simbajigege/book2skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add simbajigege/book2skills/agent-memory-implementation@git:20260528.d45c1fePins git:20260528.d45c1fe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- simbajigege/book2skills
- Path
skills/agent-memory-implementation/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260528.d45c1fe, committed May 28, 2026
- First version recorded
- May 28, 2026
- Size
- 9,528 bytes
- Repository stars
- 202
- License
- MIT
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 Stale or superseded memories are deleted or corrected in place — not archived.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…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# memory-architect Restructures memory files into the 2-layer architecture that Claude Code's `autoDream` service uses internally — designed to keep the always-loaded index small while making deeper knowledge accessible on demand. ## The 2-Layer Architecture Claude Code's memory system (`services/autoDream/`) uses this structure: ``` MEMORY.md ← Layer 1: Always loaded, pointer-only index (~200 lines max) ├── topic-file.md ← Layer 2: Domain knowledge, loaded when relevant └── another-topic.md ``` **Layer 1 — MEMORY.md index**: Loaded into every conversation. Must stay under ~200 lines (lines beyond 200 get truncated). Each entry is a one-line pointer: `- [Title](file.md) — one-line hook`. No content, just pointers. This is what Claude scans to decide what to load. **Layer 2 — Topic files**: Contain the actual knowledge. Claude loads these on demand when their pointer appears relevant. Can be as long as needed. Each file has YAML frontmatter with `name`, `description`, and `type`. …
Read the whole file at its exact version.
How to install
mdr add simbajigege/book2skills/agent-memory-implementation@sha256:ee9c772df5864b15The line at the top of this page pins the label git:20260528.d45c1fe, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_uafksdslogogqihr)
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Versions
The registry has recorded 2 versions of this file, all committed on May 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260528.d45c1fe latest | 2026-05-28 | d45c1fe | 9,528 B | A | view · diff |
| git:20260528.ad37bf6 | 2026-05-28 | ad37bf6 | 9,515 B | A | view |
Audit of the latest version
- 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
simbajigege/book2skills · 202 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
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.