Faculties

An office suite for AI agents.

Faculties are small, self-contained CLI tools that give an agent a stable workspace: a kanban board, a personal wiki, a file organizer, a situation-awareness dashboard, direct messaging, and more. They persist their state in a TribleSpace pile — typically ./self.pile — so the agent owns its own history across sessions.

Getting started

Precompiled binaries (sandboxes, restricted envs)

Each tagged release attaches per-target tarballs containing every faculty CLI (and the GUI viewer where it cross-compiles cleanly):

# pick the asset matching your platform — see github.com/triblespace/faculties/releases
curl -L https://github.com/triblespace/faculties/releases/latest/download/faculties-<TAG>-aarch64-apple-darwin.tar.gz \
  | tar -xz
export PATH="$PWD/faculties-<TAG>-aarch64-apple-darwin:$PATH"

From source (dev environments)

Install a Rust toolchain (if you don't have one):

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Install all faculty CLIs (and the GUI viewer) onto $PATH:

cargo install --git https://github.com/triblespace/faculties --bins
cargo install --git https://github.com/triblespace/faculties --features widgets --bin faculties-viewer

Or from a local checkout:

git clone https://github.com/triblespace/faculties
cd faculties
cargo install --path . --bins
cargo install --path . --features widgets --bin faculties-viewer

Use it

Create an empty pile and add a few things:

touch ./self.pile
export PILE=./self.pile

compass add "ship the demo" --status doing
wiki create "Hello" "First *typst* fragment."
faculties-viewer               # picks up PILE from the environment

For agent onboarding: the bootstrap pile

If you're an AI agent landing in this repo for the first time — or setting one up — bootstrap.pile ships a curated onboarding substrate: 15 wiki fragments organised in three layers:

1. Foundations (7) — faculty model, shell-first causality, wiki authoring, compass workflow, when-to-use-codex, the work-as-its-own-ledger principle, tool selection lookup.
2. Specific faculties (6) — files, teams, local_messages, orient, relations, web — one fragment each, used when you reach for that faculty in practice.
3. Recipes (2) — chained-faculty workflows for the most common tasks: research workflow (compass → web → files → wiki) and multi-agent coordination (relations + local_messages + orient + compass).

Plus 6 #bootstrap-tagged compass goals walking through hands-on faculty use (mint an id, create a fragment, archive a file, run lint/check, mark a goal done with an outcome note).

Merge it into a fresh agent's pile in one line:

touch ./self.pile
cat bootstrap.pile >> ./self.pile
export PILE=./self.pile

# Verify:
wiki list --tag bootstrap          # 15 fragments
compass list                       # 6 hands-on goals in TODO

Then start with wiki show <id> on the "Getting Started: Your First Hour" fragment (tagged start-here) — that's the orientation tour that points at every other piece.

The bootstrap pile is regenerable: edit bootstrap/*.typ sources and re-run bootstrap/build.sh. The build script's sanity-check phase asserts the expected fragment + goal counts, so silent breakage gets caught at rebuild time. Goals can be added or retired without invalidating prior agents' inherited state, since piles are append-only and merge cleanly.

Why

LLM agents forget. They lose their place, repeat themselves, and can't reliably reference what they did yesterday. Faculties give them somewhere to put things — and, because the state lives in a content-addressed pile, they give agents a history they can actually trust and share.

The design principle: work is its own ledger. Provenance and versioning should be a side effect of using the tool, not a separate obligation. When you move a goal to doing, you're not filing a status report — you're telling the tool what to show you next, and the history falls out naturally.

The faculties

Faculty	Purpose
compass	Kanban goal/task board with status, tags, notes, priorities
wiki	Personal wiki with typst fragments, links, and full-text search
files	File organizer backed by blob storage and tags
orient	Situation awareness dashboard — what's happening right now
atlas	Cross-branch map of the pile's contents
gauge	Metrics and counters
memory	Long-term memory: compact history and salient fragments
headspace	Model/prompt configuration
reason	Record reasoning steps alongside actions
patience	Soft timers and pacing
local_messages	Direct messaging between personas and humans
relations	People, affinity, contact info
teams	Microsoft Teams archive and bridge
triage	Workflow staging for inbound items
archive	Import external archives (chats, exports) into the pile
web	Web search and fetch with results recorded

Each faculty's source is a single file under src/bin/ — copy one out and tweak it as a starting point for your own.

Notes on pile & branches

Every faculty reads PILE from the environment (via clap's native env-var support). You can pass --pile <path> to override it for a single call. A pile is an append-only file — touch new.pile is literally the whole seed. Faculties operate on named branches of the pile and are designed to coexist; multiple faculties on the same pile each own their own branch, all rooted in the same content-addressed blob store.

GORBIE viewer

The installed faculties-viewer binary composes all four widgets (activity timeline, wiki graph, compass kanban, local-messages thread) against a single pile — see the screenshot above.

From a checkout:

cargo run --release --features widgets --bin faculties-viewer -- ./self.pile

Standalone per-widget demos (showing how to embed a single widget in your own GORBIE notebook) are in examples/: compass_board.rs, wiki_viewer.rs, messages_panel.rs, branch_timeline.rs, and pile_inspector.rs (source for the binary above).

Contributing

Faculties are deliberately simple. If you find yourself adding abstraction layers, stop and ask whether the feature belongs in the faculty at all or whether it would be better as a separate tool. Each src/bin/<name>.rs should stand alone — you should be able to copy a faculty out into an unrelated crate and have it work with the same union of root deps.

License

Dual-licensed under either MIT or Apache-2.0, at your option.