Agent and CLI for operating the Reachy Mini expressive robot — device setup, app management, and runtime ops.
Project description
reachy-mini-cli
Agent and CLI for operating the Reachy Mini expressive robot — device setup, app management, and live runtime ops.
# Real mode (local robot: daemon binary + SDK):
uv tool install 'reachy-mini-cli[daemon]'
reachy-mini-cli quickstart # copy-paste install + bring-up sequence
reachy-mini-cli daemon start # bring the daemon up (wakes the robot)
reachy-mini-cli behavior engine run # the presence runtime (Ctrl-C to stop)
The installed command is reachy-mini-cli (short alias: reachy).
New here? Read the Operating Reachy Mini guide —
it covers bring-up, verification, and the one model you must understand before
running two behaviors at once.
What Reachy Mini can do
Reachy Mini is an expressive desk robot — a movable head, two antennas, a
rotating body, a USB mic array (with direction-of-arrival), a camera, and a
speaker. reachy-mini-cli exposes each capability as a noun you run from a
shell or an agent loop: hold the hardware (daemon), feel alive when idle
(demo-mode), orient to sight (vision), speak in a TTS or offline harmonic
voice (say), bench-check a head pat (pat), and park itself when left alone
(sleep). The symbolic runtime (behavior engine run) is where the senses
come together: one deterministic 50 Hz presence that hears words, feels pats,
leans its antennas toward sound and answers out loud, and that an AI agent
attaches to (agent attach) rather than replaces. service makes one presence
mode survive a reboot.
Noun map
The complete robot surface. Every noun supports --json; run
reachy-mini-cli explain <noun> for the full flag reference.
| Noun | What it does | Transport |
|---|---|---|
daemon |
Start/stop/status the local reachy-mini-daemon process |
none (manages the process) |
device |
Daemon + live robot state (status, state) |
http (default) |
app |
List / start / stop daemon apps | http |
move |
One-shot goto / wake / sleep animations |
http (default) |
demo-mode |
Always-on "feel alive" idle loop (breathe, glances, sway) | sdk/http |
behavior |
The 50 Hz symbolic runtime: every sense on one tick, composed per channel | sdk/http |
vision |
Turn toward motion or light (pure pixel math, no ML) | sdk default |
say |
Dumb pipe: text → voice (TTS or offline harmonic) → speaker | sdk default |
pat |
Bench check: feel a head pat and lean into it (no touch sensor) | sdk only |
sleep |
Park the robot: decay to sleep when idle; wake on sound / wake-word / pat | sdk default |
service |
Boot-persist exactly one presence mode (demo or runtime) via systemd --user |
none (manages systemd) |
agent |
Attach an external AI agent to the running runtime over its feed + intent spool | none (feeds + spool) |
whoami quickstart learn explain overview doctor cli |
Agent-first introspection — no robot needed | — |
⚠️ Before you run two behaviors at once, read the single-SDK-owner model. The robot serves one in-process SDK client and one motion queue, each a single resource: the
behaviorruntime,sleep,vision, andpatare mutually exclusive on thesdktransport — andpat run/sleep runrefuse outright to start beside a live engine rather than starve. This trips up humans and agents repeatedly. The conflict matrix and the two correct ways to compose behaviors anyway are in the guide.
Install
| Profile | Install | For |
|---|---|---|
| Real mode (recommended) | uv tool install 'reachy-mini-cli[daemon]' |
A local robot — pulls reachy-mini, so the sdk transport and daemon start work out of the box. |
| HTTP remote | pip install reachy-mini-cli |
No local robot — pure-wheel base deps only (numpy + harmonics-cli); talk to a daemon elsewhere with --transport http + REACHY_BASE_URL. |
reachy-mini is an extra, not a base dep (its pycairo/gstreamer/pyaudio
stack needs system libraries a bare box lacks). Running the sdk transport on a
bare install exits 2 with a hint to install [sdk] — never a traceback. See
Install profiles for the full
rationale. reachy-cli remains a transitional alias that pulls in
reachy-mini-cli.
Operating Reachy live
The full operating guide is docs/operating-reachy.md:
- Bring Reachy up live — install → daemon → verify → behavior
- The single-SDK-owner model — the conflict matrix + how to compose behaviors
- Transports —
sdkvshttp - Boot persistence — make one presence (
demo/runtime) survive a reboot viaservice - The symbolic runtime — a deterministic, model-free presence (
behavior+rules.toml) an AI agent can attach to (reachy-mini-cli agent attach) instead of replace - Verify it's working
- The
~/.asoundrcmic-array gotcha — the most common silent failure - Environment variables — every
REACHY_*var in one table - Troubleshooting — symptoms → fixes, exit codes
- Noun reference — each noun's sense, motion, and transport
Common commands
reachy-mini-cli daemon start # bring the daemon up (wakes the robot)
reachy-mini-cli device status # verify it answers
reachy-mini-cli move goto --z 10 --pitch -5 --duration 2 # one motion command
reachy-mini-cli demo-mode start # feel-alive idle loop (background)
reachy-mini-cli behavior engine run # ALL senses in one loop (the symbolic runtime presence)
reachy-mini-cli vision run # orient to motion/light (sdk)
reachy-mini-cli say run "Hello from Reachy" # text-to-speech
reachy-mini-cli pat run # bench check: feel a head pat and lean in
reachy-mini-cli sleep run # park the robot; wake when addressed
reachy-mini-cli daemon stop # put it back down
The background nouns (demo-mode, vision, sleep) also expose
start / stop / restart / status, and behavior engine exposes
start / stop / status; pat and sleep also expose demo (no robot
needed). pat run and sleep run refuse to start beside a live engine —
one owner per head. See reachy-mini-cli explain <noun>.
The runtime presence and boot persistence
behavior engine run is the symbolic runtime — a deterministic 50 Hz loop
that composes every sense (proprioceptive pat, loudness, transcribed words,
faces, camera-frame availability) and drives the head through one arbitrated
motion channel. It is the supported way to run all the senses at once (one
media owner; see the single-SDK-owner model below). An AI agent attaches to it
over its JSONL feed and intent spool (agent attach) rather than replacing it.
Its decision loop is symbolic and model-free, and CI enforces that. An AST
import-boundary suite proves the engine, rule engine, rules, intents,
arbitration, goto lane and pat sense reach nothing in the speech, vision or
forge stacks. The runtime does own a voice and ears — deliberately ported
capabilities — so it imports speech synthesis, playback and
transcription, none of which is a language model. Exactly one
language-model call survives inside the runtime: the engagement gate's
optional single-shot "is this addressed to me?" classifier. It runs on the
transcript worker thread rather than the 20 ms tick, fails open to a
pure-difflib heuristic, gates only whether heard words enter the sense
snapshot — and REACHY_ENGAGE_HEURISTIC=1 removes it entirely, giving a box a
provably zero-LLM presence. See
the zero-token rationale.
Nearby speech is transcribed via the external STT service (model-gear /
Parakeet at REACHY_STT_URL, default localhost:9002) and reaches the rules
as a transcript sense field, so a rule can react to what was said — not
just that a sound came from the left. A self-mute window means the robot never
transcribes its own voice, and an unreachable STT degrades to "no words" rather
than stalling the loop. It is not a chat/turn-taking assistant — words are
one more perception. Two honest boundaries: the shipped reaction to bare
sound is an antenna lean only — the head does not turn (the turn path is
implemented and reachable by configuration, just not defaulted on) — and a
normal speaking voice from across the room may not open an utterance at all
(close range is verified; the fix is server-side VAD, not threshold tuning).
reachy-mini-cli behavior engine run # the deterministic presence
reachy-mini-cli agent attach --feed - --export - # an AI agent alongside it
The runtime's voice (a rule's say: field) is the offline harmonic
note-melody engine by default — fully in-process, deterministic, no external
service to reach — so a box with nothing reachable still speaks. say run
accepts --voice-engine {tts,harmonic} (default tts) to pick per
invocation; tune the voice with REACHY_HARMONIC_IDENTITY /
REACHY_HARMONIC_ARTICULATION. See
The harmonic voice for the full
picture.
reachy-mini-cli say run "Hello" --voice-engine harmonic # offline note-melody voice
service makes one presence boot-persistent via systemd --user. Exactly one
mode is enabled at a time — enabling one disables the siblings — and it
auto-restarts on crash. The daemon is a boot dependency of every presence unit.
reachy-mini-cli service install # write the systemd units (enable nothing)
reachy-mini-cli service enable runtime # boot-persist the symbolic runtime
reachy-mini-cli service enable demo # switch to the idle demo loop
reachy-mini-cli service status --json # which mode is enabled + daemon health
reachy-mini-cli service disable # stop the presence (daemon stays up)
⚠️ Upgrading a box that ran the old
livepresence?reachy-live.serviceis retired: the nextservice enable/install/uninstallpurges it (disable, unlink the unit, remove its.d/drop-in directory) and reports the names it removed asretired_removed. That purge is destructive and irreversible — back up~/.config/systemd/user/reachy-*.service*first.
A true machine-reboot check is manual: a systemctl --user service starts at
boot only when the user has linger enabled (loginctl enable-linger $USER).
See Boot persistence.
Export feed
agent attach --export - streams a live newline-delimited JSON (NDJSON)
feed of what the attached agent is thinking, proposing to say, and
proposing to express — one object per line. agent attach composes its speech
and pose tools publish-only, so a message block is what the agent
proposed saying, not proof of sound; audible speech comes from a rule's say
in the runtime and carries no block of its own. behavior engine run --export -
streams the complementary runtime feed (sense / rule / intent /
motion). The renderer stays out of this repo by design (the export
decoupling boundary): reachy-mini-cli emits a documented contract, a separate
consumer renders it.
reachy-mini-cli behavior engine run --export - > runtime.jsonl & # the runtime feed
reachy-mini-cli agent attach --feed runtime.jsonl --export - # all cognition block types
reachy-mini-cli agent attach --feed runtime.jsonl --export - --export-blocks message,emotion
reachy-mini-cli agent attach --feed runtime.jsonl --export - | <your renderer>
Wire format: docs/export-schema.md. For the renderer
boundary and the reference reterminal consumer, see
Export feed & the external renderer.
What you get
- An agent-first CLI cited from teken
(
afi-cli). - A mesh identity —
culture.yaml(suffix+backend) and the matching prompt file (CLAUDE.mdforbackend: claude). - A vendored skill kit under
.claude/skills/(18 skills — mostly from guildmaster, plus the devague chain andask-colleague), cite-don't-import. Seedocs/skill-sources.md. - A build + deploy baseline — pytest, lint, the agent-first rubric gate, and PyPI Trusted Publishing wired into GitHub Actions.
Developer quickstart
For working on the repo itself (an editable checkout, not an end-user install):
uv sync --extra daemon # recommended — SDK + the reachy-mini-daemon binary
uv sync # bare — numpy only; HTTP remote profile (--transport http)
uv run pytest -n auto # run the test suite
uv run reachy whoami # identity from culture.yaml
uv run reachy learn # self-teaching prompt (add --json)
uv run teken cli doctor . --strict # the agent-first rubric gate CI runs
CLI (introspection)
The agent-first verbs that work with no robot attached:
| Verb | What it does |
|---|---|
whoami |
Report this agent's nick, version, backend, model from culture.yaml. |
quickstart |
Print the copy-paste install + bring-up sequence. |
learn |
Print a structured self-teaching prompt. |
explain <path> |
Markdown docs for any noun/verb path. |
overview |
Read-only descriptive snapshot of the agent. |
doctor |
Check the agent-identity invariants (prompt-file-present, backend-consistency). |
cli overview |
Describe the CLI surface itself. |
Every command supports --json. Results go to stdout, errors/diagnostics to
stderr (never mixed). Exit codes: 0 success, 1 user error, 2 environment
error, 3+ reserved.
Make it your own
- Rename the package
reachy/and thereachy-mini-cliCLI/dist name throughoutpyproject.toml, the package,tests/, andsonar-project.properties. - Edit
culture.yamlwith yoursuffixandbackend. - Rewrite
CLAUDE.mdfor your agent and run/init. - Re-vendor only the skills you need from guildmaster (see
docs/skill-sources.md).
See CLAUDE.md for the full conventions (version-bump-every-PR,
the cicd PR lane, deploy setup).
License
MIT — see LICENSE.
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