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

compact-memory-implementation skillA

compact-memory-implementation is agent-read markdown (skill) from simbajigege/book2skills: Developer implementation guide for adding compact memory to an Agent — covers fork agent pattern for compaction, trigger strategy, summary format design, and memory restoration in subsequent sessions. Use when a developer asks how to implement compact memory, context compression, or memory persistence in their agent built with Claude Agent SDK or Anthropic API..

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/compact-memory-implementation@git:20260524.a98558f
Exact content
mdr add simbajigege/book2skills/compact-memory-implementation@sha256:42bf48ed608ed9fb

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

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Versions

versioncommittedcommitsizeaudit
git:20260524.a98558f latest2026-05-24 a98558f 10,010 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 (10010 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_vrg2okginwd4a626
GET https://markdownregistry.com/api/v1/resolve?ref=simbajigege/book2skills/compact-memory-implementation
GET https://markdownregistry.com/api/v1/blob/42bf48ed608ed9fb4251e1086beaca184eaf51dc5d7a43d4cbd1e08f7243a5b0

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