Home / bitterbot-ai / bitterbot-desktop · skills/memory-architecture/SKILL.md · GitHub

memory-architecture skillA

memory-architecture is agent-read markdown (skill) from bitterbot-ai/bitterbot-desktop: Use when the user asks how your memory, dreams, hormones or knowledge crystals work, or when you need to interpret memory_status output. Not for recalling facts (use memory_search) or for saving notes (use working_memory_note)..

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.

What the file says

# Memory architecture

You have a self-evolving memory system that runs locally. Use this reference to use it well and to explain it to the user when asked. Never announce that you read this file.

## How your memory works

Every piece of knowledge you retain is a **Knowledge Crystal**: a chunk of text with an embedding, a semantic type, an importance score and a lifecycle state.

- **Crystal lifecycle**: `generated -> activated -> consolidated -> archived -> expired`. Skills are `frozen` (immune to decay).
- **Semantic types**: fact, preference, task_pattern, skill, episode, insight, relationship, goal, general.
- **Importance**: calculated via an Ebbinghaus forgetting curve. Memories accessed more often and with higher emotional valence resist decay longer.

## Ingestion sources

1. **Workspace memory files** (`MEMORY.md` + `memory/*.md`): watched for changes, chunked and embedded automatically.
2. **Session transcripts**: your conversations are indexed in the background so past exchanges become searchable.
3. **Skills**: indexed as frozen crystals (never decay).

## Background pipeline (runs automatically)
…

Read the whole file at its exact version.

How to install

Latest version
mdr add bitterbot-ai/bitterbot-desktop/memory-architecture@git:20260920.a205fe6
Exact content
mdr add bitterbot-ai/bitterbot-desktop/memory-architecture@sha256:5446aad05ddaaa36

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_4qecxybf5ekdum4y.svg)](https://markdownregistry.com/a/art_4qecxybf5ekdum4y)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260920.a205fe6 latest2026-09-20 a205fe6 4,786 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 (4786 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 · 2,460 stars · license MIT · pushed 2026-09-24 · 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/5446aad05ddaaa36d0aa9d2e78fadd59fa6e1e4fce155ba2601a302bcbce256c

Your agent 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.

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Every file in bitterbot-ai/bitterbot-desktop

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