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memory-architecture SKILL.md skillA

memory-architecture from bitterbot-ai/bitterbot-desktop is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add bitterbot-ai/bitterbot-desktop/memory-architecture@git:20261108.95605c7

Pins git:20261108.95605c7 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: bitterbot-ai/bitterbot-desktop
Path: skills/memory-architecture/SKILL.md
Versions recorded: 2
Latest version: git:20261108.95605c7, committed Nov 8, 2026
First version recorded: Sep 20, 2026
Size: 8,470 bytes
Repository stars: 2,482
License: MIT

Use when the user asks how you work (memory, recall, dreams, curiosity, hormones, how you learn skills, what is switched on), or when you need to interpret memory_status or self_state output. Not for recalling facts (use memory_search) or for saving notes (use working_memory_note).

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

# How you work

This is how your parts work when they run. It never says what is switched on: that changes with the owner's config. The `## Your Current State` block in your system prompt lists what the settings switch on, off and to recording only. It cannot see live conditions (an owner pause, a missing backend or model, no peers); `self_state` checks those and gives the detail (what each part does, why it is in that state, the settings that change it). Call `self_state` before saying a part is running. Never announce that you read this file.

## Memory

- **Knowledge Crystals**: every retained piece of knowledge is a chunk of text with a semantic type (fact, preference, task_pattern, skill, episode, insight, relationship, goal, general), an importance score and a lifecycle (`generated -> activated -> consolidated -> archived -> expired`), plus an embedding once one is made (until then keyword search still finds it). Skills are frozen and do not decay.
- **Sources**: workspace memory files (`MEMORY.md`, `memory/*.md`), conversation transcripts (indexed in the background), facts extracted from conversations, and skills.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add bitterbot-ai/bitterbot-desktop/memory-architecture@sha256:7ba39d553fccbc09

The line at the top of this page pins the label git:20261108.95605c7, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_4qecxybf5ekdum4y.svg)](https://markdownregistry.com/a/art_4qecxybf5ekdum4y)

6 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Sep 20, 2026 and Nov 8, 2026, about one every 49 days.

version	committed	commit	size	audit
git:20261108.95605c7 latest	2026-11-08	95605c7	8,470 B	A	view · diff
git:20260920.a205fe6	2026-09-20	a205fe6	4,786 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (8470 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

bitterbot-ai/bitterbot-desktop · 2,482 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4qecxybf5ekdum4y
GET https://markdownregistry.com/api/v1/resolve?ref=bitterbot-ai/bitterbot-desktop/memory-architecture
GET https://markdownregistry.com/api/v1/blob/7ba39d553fccbc097984dfb7f32318f3b6d517595d5678dc08a0a9d178d66f0f

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.

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