AOS Organization Intelligence (aos-agi)

Persistent organizational memory for AOS — the And Other Stuff ecosystem spanning Cashu, Nostr, and adjacent open-source projects.

This repository is not the agent. It is the agent's long-term memory: raw evidence, reusable ingestion tools, and a living Markdown wiki inspired by Karpathy's LLM Wiki pattern. It is derived from the mini-agi template and customized for AOS-specific observation targets.

What lives here

• People: [[people/callebtc]], [[people/alexgleason]], [[people/rabble]], and 50+ others across Cashu, Nostr, and Divine ecosystems.
• Projects: [[projects/cashu]], [[projects/nutshell]], [[projects/cdk]], [[projects/nostr-skills]], [[projects/athenut]], [[projects/soapbox]], and more.
• Teams: [[teams/cashu-core]], [[teams/divine]], [[teams/and-other-stuff]].
• Tools: Operational scripts like [[tools/cashu-daily-report]] and [[tools/github-daily-ingest]].
• Evidence: Raw GitHub snapshots under data/raw/github/ dating back to 2026-05-07.

Start here

• AGENTS.md — architecture and system plan
• docs/LLM_WIKI.md — the LLM Wiki pattern this system is built on
• wiki/index.md — entry point to the living wiki

Layout

docs/     — reference docs (incl. LLM_WIKI.md)
tools/    — ingestion scripts + wiki search layer (small, focused, reusable)
data/     — raw evidence (data/raw/<source>/…) and search build artifacts (gitignored)
wiki/     — living Markdown knowledge base
.agents/  — agent skills (reusable procedures)

Directories are created when they have content to hold. No empty scaffold directories.

Search

Hybrid BM25 + sentence-transformer search over the wiki. BM25 works immediately; vectors are optional and built on a bigger machine:

tools/search/build.sh                           # build BM25 index
node tools/search/search.js "your query"        # query (hybrid if embeddings present, else BM25)

See .agents/skills/wiki-search/SKILL.md for the full workflow including embedding.

Loop

Observe → Ingest (save raw evidence) → Synthesize wiki pages
  → Cross-link → Commit via PR → Repeat

See AGENTS.md for detail.

Workflow

All changes go through pull requests against main. No direct pushes to main. See .agents/skills/pr-workflow/SKILL.md.