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

folded-memory-implementation skillA

folded-memory-implementation is agent-read markdown (skill) from simbajigege/book2skills: Developer implementation guide for building hierarchical (folded) memory into an Agent. Three-layer architecture where recent turns stay detailed, older content compresses into episodes, and the oldest distills into durable semantic facts. Use when compact-memory-implementation is not retaining enough, or when agents need to recall decisions from many sessions ago..

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/folded-memory-implementation@git:20260630.da82579
Exact content
mdr add simbajigege/book2skills/folded-memory-implementation@sha256:34fb42bb65737570

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_kdibzwnqggcnq2zq.svg)](https://markdownregistry.com/a/art_kdibzwnqggcnq2zq)

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Versions

versioncommittedcommitsizeaudit
git:20260630.da82579 latest2026-06-30 da82579 13,793 BA view · diff
git:20260630.76c29e92026-06-30 76c29e9 14,098 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

simbajigege/book2skills · 158 stars · license MIT · pushed 2026-08-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kdibzwnqggcnq2zq
GET https://markdownregistry.com/api/v1/resolve?ref=simbajigege/book2skills/folded-memory-implementation
GET https://markdownregistry.com/api/v1/blob/34fb42bb657375703771aefb6fdb8f87a7f6f8029704f4b4201696f92acd5403