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[!WARNING] Early beta release. relaydeck is brand new and moving fast, so expect rough edges, breaking changes, and the occasional bug. Please open an issue if something breaks, and contributions are always welcome.

relaydeck

Orchestrate agents. Plug the world in.

One local daemon, one dashboard, your entire fleet.
Run CLI coding agents in parallel: live terminals, durable peer-to-peer messaging,
your choice of model providers, and a plugin stack you extend per workspace.
No cloud account. No telemetry.

PyPI Python 3.12+ License: MIT relaydeck.ai


HARNESSES

Claude Code Codex Cursor Antigravity OpenCode pi relaydeck native

PROVIDERS

Anthropic OpenAI Google Gemini DeepSeek Mistral Ollama OpenRouter Meta Llama

curl -fsSL https://relaydeck.ai/install.sh | sh

or with pip:

pip install relaydeck

then start the daemon (dashboard at http://127.0.0.1:8765):

relaydeck daemon start

What it is

relaydeck is a local-first fleet OS for CLI coding agents. It wraps the real vendor CLIs you already use (Claude Code, Codex, Cursor, OpenCode, pi), runs them unattended in PTYs, and gives you one place to watch, message, and automate them. Everything runs on your machine; state lives in ~/.relaydeck and a local SQLite db, and secrets stay in a vault on the daemon host.

Harness-native Drives real CLI agents, not a replacement model runtime
Local-first State in ~/.relaydeck + SQLite; secrets in the on-host vault
Fleet-aware Agents discover peers by purpose/tags; durable peer messaging with late drain
Observable Live PTY terminals, semantic status, usage metering, SSE; no polling
CLI-first, full parity The CLI is the platform — every operation works from the shell; the HTTP API and both UIs are peers over the same daemon
Web is a UI plugin The dashboard ships as the platform-level dashboard plugin; the built-in relaydeck view TUI needs no browser
Plugin-extensible Harnesses, providers, messaging, skills, automations, and the web UI itself: all plugins

Works with every harness

Each harness maps your agent config (model, autonomy, system prompt) onto the vendor CLI. Install at least one on your $PATH.

Harness CLI Agent type Notes
Claude Code claude claude-code Permission modes, hook integrations
Codex codex codex-cli Sandbox + approval translation
Cursor cursor-agent cursor-cli Subscription auth; per-agent config dir
OpenCode opencode opencode-cli Config-file instruction injection
Antigravity agy antigravity Google-account auth; workspace-trust pre-seed
pi pi pi Reference harness; system-prompt append
relaydeck native pi relaydeck Fleet operator: pi plus extension tools (messaging, agents, dashboard)

Bring any provider

Bundled provider plugins for Anthropic, OpenAI, OpenRouter, and Ollama, plus any OpenAI-compatible endpoint (Groq, Together, Fireworks, Cerebras, DeepSeek, xAI, Mistral, vLLM, and more). Keys live in the vault, never in agent configs.


Three first-class surfaces — CLI, TUI, web

relaydeck is CLI-first: the shell is the platform, and everything runs against one local daemon. The two UIs are peers over the same HTTP/SSE API, not a privileged layer — pick whichever fits.

Surface Command When
CLI relaydeck … (rdk alias) The platform. Scripts, CI, agents, automation — full parity, nothing UI-only
TUI command center relaydeck view One terminal, no browser: workspaces sidebar, focused-agent PTY, Events/Messages/Tasks tabs + plugin tabs + a CLI console
Web dashboard open http://127.0.0.1:8765 A rich browser UI — and itself the platform-level dashboard plugin (disable or replace it like any other)
relaydeck view              # built-in TUI command center (no deps)
┌ relaydeck ───────────────────────────── ws: api · agent: reviewer ─┐
│ workspaces        │ 1 Terminal  2 Events  3 Messages  4 Tasks  ·C  │
│ ▸ api    3 agents │ reviewer  $ pytest -q ......... [ working ]    │
│   web    1 agent  │ 41 passed in 2.10s                             │
│ agents            │ › builder is applying the diff reviewer filed  │
│  ● reviewer  work │ ────────────────────────────────────────────  │
│  ▲ builder   82%  │ events ▸ agent.context builder 82% (warn)      │
│  ⏸ tester    idle │         ▸ manager.action builder → compact     │
│ ^B 1-4 tabs · ^B C console · ^B M message · ^B D detach            │
└────────────────────────────────────────────────────────────────────┘

The web dashboard is a fleet home with live usage and worker pulse, plus a per-agent lens (live PTY terminal, usage/cost tiles, and panels for identity, context, events, config, inbox, compose). Both UIs read the same SSE stream the CLI's events tail -f does — no polling, no privileged path.


Quickstart

Requirements: Python 3.12+ and at least one harness CLI on your $PATH.

# One gesture: find-or-register this dir as a workspace, ensure the daemon,
# open the command center (TUI; --web opens the dashboard, --no-view for scripts).
relaydeck open .

…or do it step by step:

# Register this project as a workspace with messaging enabled.
relaydeck init . --plugin messaging

# Start the daemon (dashboard at http://127.0.0.1:8765).
relaydeck daemon start

# Create two agents with distinct roles.
relaydeck agent create planner --type claude-code \
  --purpose "Plan changes; do not implement"
relaydeck agent create coder --type codex-cli \
  --purpose "Implement scoped patches from planner specs"
relaydeck agent start planner coder

# Send work; agents discover peers via the identity preamble.
relaydeck workspace message --agent planner \
  "Plan: add --dry-run to relaydeck plugin uninstall. Keep it under 50 LOC."

# Observe
relaydeck view              # built-in TUI
open http://127.0.0.1:8765  # web dashboard (primary UI)

relaydeck --help documents every command. With the daemon running, the OpenAPI docs live at http://127.0.0.1:8765/docs.

Drive it from your agent — the relaydeck skill

relaydeck ships a publishable agent skill (named relaydeck) that teaches any SKILL.md-capable harness (Claude Code, …) to install and drive the fleet. Arm your local agent with one command, then just ask it to "review this repo with three agents in parallel":

relaydeck skills install            # → ~/.claude/skills/relaydeck
relaydeck skills install --target both   # Claude + Codex skill roots

The skill is self-aware (it won't bootstrap a fleet-of-fleets from inside one) and finds an existing relaydeck install. See skills/relaydeck/ and the CLI usage guide.


Extend with plugins

Everything beyond the core runtime is a RelaydeckPlugin: discovered at startup, capability-gated, and removable without forking the engine. A 30-plugin bundle ships in the box.

Plugin What it adds
vault Secrets vault with a key-name-only API and CLI management
github Poll gh for issues/PRs and route them through rules to agents
telegram Drive an agent from a chat; auto-discover chats into a registry
messaging Durable agent-to-agent inbox plus dashboard surfaces
prompts Agents ask questions with tap-able choices, not blocking stdin
hitl Human-in-the-loop escalation over pluggable channels
metering · usage_limits Token/cost tiles; rolling session and weekly quotas with auto-pause
skills · theme · dashboard Agent-authored skills, themes, and dashboard layouts
file_watcher · gateway · loop Workspace file events, webhooks, scheduled and event-driven agents
relaydeck plugin list
relaydeck plugin new my-plugin          # scaffold: harness | provider | skill
relaydeck plugin dev ./my-plugin        # editable install
relaydeck plugin verify ./my-plugin     # manifest + skill validation

Plugins register CLI commands, HTTP routes, dashboard lenses/tiles, workers, skills, and event subscriptions; capabilities declared in plugin.toml gate SDK access at runtime. See CONTRIBUTING.md for the authoring guide.


Core concepts

Concept Description
Daemon One per machine: PTYs, workers, FastAPI, SSE, WebSocket terminals
Workspace Registered project directory; plugins listed in agent.toml
Agent Named harness instance (~/.relaydeck/agents/<id>.yaml is source of truth)
Message Durable row in SQLite; injected to the PTY when live, drained on start
Worktree workspace Parallel git checkout as a first-class workspace (branch per task)
Plugin CLI + API + UI contributions declared in plugin.toml
                    +---------------------------------------+
  CLI / scripts     |          relaydeck daemon             |     Web dashboard
  relaydeck ... --->|  orchestrator . plugins . event bus   |<---- localhost:8765
       HTTP/SSE     |         |              |              |      (live SSE)
                    |    harness PTYs    SQLite state       |
                    |   claude . codex . agents . msgs      |
                    |   cursor . pi  .   usage . events     |
                    +---------------------------------------+

  ~/.relaydeck/   agents/*.yaml   workspaces/*/agent.toml   vault.yaml   runtime/relaydeck.db

One install ships relaydeck/ (engine + host contract) and plugins/ (every official plugin). Core imports zero plugins; plugin authors import public facades only: relaydeck.sdk, relaydeck.harness, relaydeck.provider, and so on.


More

Remote control via Telegram

Route a Telegram chat to an agent and drive the fleet from your phone. Slash commands act on the routed agent without being forwarded into the harness, so they behave uniformly across every harness type:

Command Effect
/new (/clear, /fresh, /reset) Start a fresh session (drops the harness resume flag)
/restart Restart the agent's PTY, keeping its history
/screenshot Send a snapshot of the agent's live terminal
/stop · /status · /help Stop, inspect, or list commands
relaydeck telegram setup                  # store the bot token in the vault
relaydeck telegram routes-add \           # map a chat to (workspace, agent)
  --chat <chat-id> --workspace <ws> --agent <agent>
Observe external agent runtimes

relaydeck observes Hermes Agent and OpenClaw runtimes alongside the fleet it manages: health and risk posture only, with no mutation or secret access.

relaydeck external detect ~/.hermes
relaydeck external add ~/.openclaw --probe
relaydeck external list
Development
git clone https://github.com/relaydeck/relaydeck.git && cd relaydeck
uv sync --group dev
uv run pytest -q -m "not e2e"     # fast CI-equivalent suite
uv run relaydeck plugin verify    # all bundled manifests
uv run ruff check relaydeck tests plugins
Resource
Contributing CONTRIBUTING.md
Testing TESTING.md
Architecture notes AGENTS.md
Security SECURITY.md
Changelog CHANGELOG.md

Acknowledgements

relaydeck is harness-native: it wraps real CLI coding agents rather than shipping its own model runtime. Huge thanks to the pi coding agent (relaydeck's reference harness), and to Claude Code, Codex, Cursor, OpenCode, and Antigravity. We were also inspired by ideas from across the open agent ecosystem, including Nous Research's Hermes Agent and OpenClaw, which relaydeck can observe read-only.

The dashboard builds on Lit, xterm.js, IBM Plex & JetBrains Mono, Heroicons, and Simple Icons. Full attributions live in CREDITS.md. Product names, logos, and trademarks belong to their respective owners.

License

MIT

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