| name | orchestrating-agent-relay |
| description | The canonical way to run agent-relay - self-bootstrap the broker and autonomously spawn, monitor, and coordinate a team of worker agents without human intervention. Covers infrastructure startup, agent spawning, lifecycle monitoring, CLI-first reading, and team coordination. |
Orchestrating Agent Relay
Self-bootstrap agent-relay infrastructure and manage a team of agents autonomously.
Overview
A headless orchestrator is an agent that:
- Starts the relay infrastructure itself (
agent-relay up)
- Spawns and manages worker agents
- Monitors agent lifecycle events
- Coordinates work without human intervention
The orchestrator drives the team from outside and is not a
registered relay agent, so it reads/sends/lists via the agent-relay CLI
(MCP mcp__relaycast__message_* tools require a registered identity). The
workers it spawns are registered participants โ their peer-messaging
reference is the using-agent-relay skill.
When to Use
- Agent needs full control over its worker team
- No human available to run
agent-relay up manually
- Agent should manage agent lifecycle autonomously
- Building self-contained multi-agent systems
Quick Reference
| Step | Command/Tool |
|---|
| Verify installation | command -v agent-relay or npx agent-relay --version |
| Verify Node runtime if shim fails | node --version or fix mise/asdf first |
| Start infrastructure | agent-relay up --no-dashboard --verbose |
| Check status | agent-relay status --wait-for=10 |
| Spawn worker | agent-relay spawn Worker1 claude "task" |
| List workers | agent-relay who |
| View worker logs | agent-relay agents:logs Worker1 |
| Send DM to worker | agent-relay send Worker1 "message" |
| Post to channel | agent-relay send '#general' "message" |
| Read worker DM replies (full text) | agent-relay replies Worker1 (add --json to parse) |
| Read full DM conversation history | agent-relay history --to Worker1 |
| Release worker | agent-relay release Worker1 |
| Stop infrastructure | agent-relay down |
Bootstrap Flow
Step 0: Verify Installation
command -v agent-relay || npx agent-relay --version
node --version
npm install -g agent-relay
npx agent-relay --version
Step 1: Start Infrastructure
agent-relay up --no-dashboard --verbose
Verify broker readiness before spawning any workers:
agent-relay status --wait-for=10
When verifying from a source checkout or throwaway git worktree, run these
commands from the project/worktree root. The CLI writes runtime state to
.agent-relay/ and may create .mcp.json; clean those files after validation
if the worktree should remain clean.
The broker:
- Auto-creates a Relaycast workspace if
RELAY_API_KEY not set
- Removes
CLAUDECODE env var when spawning (fixes nested session error)
- Persists state to
.agent-relay/
Step 2: Spawn Workers via MCP
mcp__relaycast__agent_add(
name: "Worker1",
cli: "claude",
task: "Implement the authentication module following the existing patterns"
)
CLI equivalent:
agent-relay spawn Worker1 claude "Implement the authentication module following the existing patterns"
Expect a 30โ60s gap between spawn and the first ACK. A worker shows
online in who --json within ~5s (the process is up), but the underlying
CLI (claude/codex) is still cold-starting and won't send its ACK DM until it
finishes booting โ typically 30โ45s, occasionally longer, after online.
online means "process alive," not "agent responsive." Don't treat
ACK silence in the first minute as a stuck worker; size ACK-wait loops for
at least 60s (e.g. a 30-iteration poll) before escalating to troubleshooting.
Step 3: Monitor and Coordinate
agent-relay replies Worker1
agent-relay replies Worker1 --json
agent-relay send Worker1 "Also add unit tests"
agent-relay send '#general' "All workers: wrap up current task"
agent-relay who --json
The spawning orchestrator is not a registered relaycast agent.
The mcp__relaycast__message_* / agent_list MCP tools require a
registered identity and fail for you with the error
Not registered. Call agent.register first.
Use the agent-relay CLI for all reading, sending, and listing, and add
--json to any read command (replies, history, who) when you need
full, untruncated, parseable output.
Step 4: Release Workers
mcp__relaycast__agent_remove(name: "Worker1")
Step 5: Shutdown (optional)
agent-relay down
CLI Commands for Orchestration
Use the agent-relay CLI extensively for monitoring and managing workers. The CLI provides essential visibility into agent activity.
Channel vs DM โ When to Use Each
DM โ targeted, private, for responses you need to read back:
agent-relay send Worker1 "message" โ sends a DM to Worker1mcp__relaycast__message_dm_send(to: "Worker1", text: "...") โ same via MCP- Worker replies arrive as DMs back to the sender
Channel post โ broadcast, visible to all agents on that channel:
agent-relay send '#general' "message" โ posts to #general (# prefix required)mcp__relaycast__message_post(channel: "general", text: "...") โ same via MCP- Use for coordination messages, status updates, announcements
agent-relay replies <agent> is the canonical command for reading worker
DM replies โ it returns full text, sender-attributed, in chronological
order, with no truncation. Add --json for machine-readable output.
inbox --agent <name> is legacy unread-only behavior; once read, entries
disappear. Prefer replies for a persistent, complete view.
replies --json schema (read this before writing a monitor)
Verified against the agent-relay CLI source (replies command). When there
is a conversation, --json prints a JSON array of message objects:
[
{
"id": "01J...",
"from": "Implementer",
"to": "orchestrator",
"text": "ACK โ starting on the auth module",
"createdAt": "2026-05-19T14:02:11.000Z",
"direction": "inbound"
}
]
unread (boolean) and/or unread_state: "unknown" may also be present
depending on read-state availability. Footguns that will silently break a
naive monitor:
-
The timestamp field is createdAt, not ts/timestamp. It is an
ISO-8601 string.
-
In replies --json, direction is always the literal "inbound" โ it
is hard-coded, because replies only ever returns messages from the
named agent. It is never "incoming", "from", "in", nor "outbound".
Filtering on direction == "inbound" is harmless but redundant; filtering
on any other literal yields a monitor that runs forever and never sees the
ACK or DONE. ("outbound" only appears in history --to <agent> --json,
which includes messages you sent โ see below.)
-
The empty state is a plain string, not []. When there is no
conversation at all, the command prints the literal line
No DM conversation with <Name>. (exit 0) โ not JSON. (If a conversation
exists but no messages match the filters, --json does emit a valid [].)
Piping the no-conversation case straight into jq errors out. Guard for it:
out=$(agent-relay replies Implementer --json)
case "$out" in
"No DM conversation with"*|"") echo "no replies yet" ;;
*) echo "$out" | jq -r '.[] | "\(.createdAt) \(.direction) \(.text)"' ;;
esac
-
Build monitors defensively: emit-all, then eyeball. Print every entry
with its direction and createdAt rather than hard-filtering inside
jq. A monitor that shows everything beats one that silently drops the
message you were waiting for because an assumption about the schema was
wrong.
history --to <agent> --json uses the same object shape (id, from, to,
text, createdAt, direction) but direction is computed:
"outbound" for messages you (the reader identity) sent, "inbound" for the
agent's. Use it when you need both sides of the thread, not just the agent's
replies.
agent-relay history
agent-relay replies Worker1
agent-relay replies Worker1 --json
agent-relay history --to Worker1
agent-relay history --to '#general' --json
(Reading via MCP message_* tools fails for you โ see the "not a registered
relaycast agent" callout under Bootstrap Step 3.)
Monitoring Workers (Essential)
Spawn/send/release commands are in the Quick Reference and Bootstrap Step 3 โ
not repeated here. For monitoring specifically: poll agent-relay who --json
for structured liveness (pid, uptimeSecs, status) instead of scraping the
worker TTY, and use agent-relay agents:logs <name> to watch real-time output
when debugging.
Harness note: don't poll with a bare foreground sleep. Many harnesses
(Claude Code included) block a foreground sleep used to wait for ACK/DONE
โ e.g. sleep 25; agent-relay replies ... is rejected with a directive to
use a backgrounded loop or a Monitor/until-loop instead. The inline
sleep-based snippets shown elsewhere in this skill are illustrative of the
logic; in a harnessed environment, run the wait loop with
run_in_background (or the harness's Monitor + until-loop), polling
agent-relay replies <name> --json and agent-relay who --json from inside
the backgrounded loop rather than blocking the foreground on sleep.
Troubleshooting
agent-relay agents:kill Worker1
agent-relay status
agent-relay agents:logs Worker1
Tip: Run agent-relay agents:logs <name> frequently to monitor worker progress and catch errors early.
Orchestrator Instructions Template
Give your lead agent these instructions. The bootstrap/spawn/monitor commands
are in the Bootstrap Flow and Quick Reference above โ the paste-worthy part is
the Protocol, the ruleset a lead agent can't infer from the command list:
You are an autonomous orchestrator. Bootstrap the relay infrastructure
(Bootstrap Flow Steps 0โ2), then spawn and manage workers per the
Quick Reference. Then enforce this protocol:
## Protocol
- Workers will ACK when they receive tasks โ but expect a 30โ60s cold-start
gap after spawn: `who --json` shows `online` (~5s) well before the CLI is
booted enough to send its first ACK. Don't troubleshoot a "stuck" fresh
worker until at least 60s has passed
- Workers will send DONE when complete
- In a harnessed environment, never wait with a bare foreground `sleep`
(it is blocked) โ run ACK/DONE poll loops with run_in_background or a
Monitor/until-loop, polling `replies --json` and `who --json` from inside it
- **ACK/DONE target: `orchestrator` (the auto-registered spawning identity) or
the `#general` channel โ NEVER `broker`.** `broker` is the broker's internal
routing self-name, not a spawnable/DM-able agent: a worker DM to `broker` (and
`agent-relay send broker`) fails with `Agent "broker" not found`. Write the
worker task prompt to DM `orchestrator` (or post `#general`) โ never "DM the
broker"
- Tell every worker explicitly: do NOT self-remove/release after DONE โ stay
alive and idle so you can DM them review findings to fix
- After DONE, run a reviewer; on NO-GO, DM the findings back to the SAME
worker. If the worker is gone, spawn a fresh one and re-inject branch +
commit SHA + the full verdict
- Parse `replies --json` defensively: `direction` is always `"inbound"`,
timestamp is `createdAt` (not `ts`), and the no-conversation state is a
plain string, not `[]`
- Poll `agent-relay who --json` for worker liveness; set a wall-clock fallback
so a silently-dead worker can't hang the loop
- Read worker DM replies with `agent-relay replies <name>` (`--json` to parse);
plain `agent-relay history` shows channel posts only, never DM replies. See
the "Channel vs DM" section for the full reading model
Multi-Round Review Loops (DONE โ NO-GO โ fix โ re-review)
Spawning, monitoring, and releasing a worker is the easy path. The hard part
the basic flow does not cover: a worker reports DONE, a reviewer comes
back NO-GO, and now the work has to go back. Plan for this topology before you
spawn anything.
Workers must not self-remove until you tell them
A worker's natural hygiene instinct is to call agent.remove on itself right
after reporting DONE. That kills the reviewโfixโre-review loop: when the
reviewer returns NO-GO there is no agent left to send the findings to, so you
are forced to spawn a fresh worker and re-inject the entire context (branch,
commit, full verdict) instead of just DMing the existing one.
Put this in every implementer/worker task prompt explicitly:
Do NOT call agent.remove / agent-relay release on yourself. Report DONE and
stay alive and idle. The orchestrator will send you review findings to fix,
or release you when the work is fully accepted. Self-removing before then
breaks the fix loop.
The "release when done" guidance elsewhere in this skill applies to the
orchestrator releasing workers โ never to a worker releasing itself
mid-loop.
The respawn-with-full-context fallback
If a worker did self-remove (or died), you cannot just DM it. Spawn a fresh
worker and re-inject everything it needs to act with no prior memory:
agent-relay spawn Implementer2 codex "Continuation of prior work. \
Branch: feature/auth. Last commit: <sha>. \
The reviewer returned NO-GO with these findings: <full verdict text>. \
Check out the branch, address every finding, re-run tests, report DONE. \
Do NOT self-remove โ stay alive for re-review."
Always pass branch + commit SHA + the complete reviewer verdict. A fresh
worker has none of the loop's history; a summarized verdict loses the
specifics it needs to fix.
Detecting a silently-dead worker
Monitors fire on DMs only. A worker that exits or self-removes produces no
DM, so the monitor just goes quiet โ indistinguishable from a worker still
thinking. Defenses:
- Poll
agent-relay who --json for liveness instead of inferring it from DM
silence. A worker that vanishes from who is gone.
agent-relay agents:logs <name> will show a self-issued agent.remove /
release call โ but it is noisy TTY scraping, a last resort, not a signal.- Always set a wall-clock fallback (e.g. a ScheduleWakeup ~30 min out) so a
silently-dead worker can't hang the loop forever waiting on a DM that will
never arrive.
Lifecycle Events
The broker emits these events (available via SDK subscriptions):
| Event | When |
|---|
agent_spawned | Worker process started |
worker_ready | Worker connected to relay |
agent_idle | Worker waiting for messages |
agent_exited | Worker process ended |
agent_permanently_dead | Worker failed after retries |
Common Mistakes
| Mistake | Fix |
|---|
agent-relay: command not found or mise/asdf shim error | Ensure Node is available first (node --version); if a shim is broken, fix the runtime manager, then install/use agent-relay |
| "Nested session" error | Broker handles this automatically; if running manually, unset CLAUDECODE env var |
| Broker not starting | Try agent-relay down first, then agent-relay up --no-dashboard --verbose and agent-relay status --wait-for=10 |
Broker shows STARTING after status --wait-for | The process is alive but the broker API is not ready; inspect logs, retry readiness, or restart with agent-relay down --force if it remains stuck |
| Broker shows STOPPED immediately after start | Check ps aux | grep agent-relay-broker and .agent-relay/connection.json; if the process is alive but status is STOPPED, rerun status from the project root or pass --state-dir |
Half-started broker: process alive but status says STOPPED and Failed to read broker connection metadata | up spawned a broker that never finished writing connection metadata (readiness timed out) and was not cleaned up. Do NOT just retry up โ it won't reap the orphan. pkill -f agent-relay-broker (or agent-relay down --force), delete .agent-relay/, then agent-relay up clean and agent-relay status --wait-for=30. agent-relay doctor flags this orphaned/half-started state |
| Worktree verification leaves git status dirty | Run agent-relay down --force, then remove generated .agent-relay/ and .mcp.json from throwaway validation worktrees before committing |
Spawn fails with internal reply dropped | Broker likely is not fully ready yet; wait for readiness, then spawn one worker first |
| Workers not connecting | Ensure broker started; check agent-relay who and worker logs |
| Not monitoring workers | Use agent-relay agents:logs <name> frequently to track progress |
| Workers seem stuck | Check logs with agent-relay agents:logs <name> for errors |
| Messages not delivered | Check agent-relay history --to '#general' --json for channel messages; use agent-relay replies <name> --json for DMs |
| Worker replies not showing in history | Expected โ plain history only shows channel posts. Use agent-relay replies <name> (full text, chronological) or agent-relay history --to <name> (full thread) to read DM replies |
| Need to see unread DM content | inbox_check / inbox --agent only return counts or clear on read, and the MCP message_dm_list tool requires a registered identity you don't have. Use agent-relay replies <name> --json |
| Re-reading already-read replies | agent-relay replies <name> is a persistent view (not unread-only); use --since <time> to narrow, or agent-relay history --to <name> for the full thread |
| Sent to wrong destination | agent-relay send Worker1 "..." = DM; agent-relay send '#general' "..." = channel broadcast. The # prefix is required for channels |
Worker DM to broker fails with Agent "broker" not found | Expected โ broker is the broker's internal routing self-name, not a DM-able agent. Workers must ACK/DONE to orchestrator or #general. Fix the worker task prompt; never instruct "DM the broker" |
status says RUNNING/Agents: N but who --json/send/replies/history return [] or Failed to query broker session / typo in the url or port? | status reads the persisted state file; the others do a live RPC. The CLI is dialing a stale/wrong broker โ leftover .agent-relay/connection.json from a prior run on an old port, or a second broker process. ps aux | grep -c '[a]gent-relay-broker' (>1 โ kill extras), compare .agent-relay/connection.json to the actual listening port, then agent-relay down --force, delete .agent-relay/, agent-relay up clean. agent-relay doctor diagnoses this |
Invalid agent token from the orchestrator CLI while broker + workers keep working | The orchestrator shell has an unresolved ${RELAY_API_KEY}-style template being used as a literal key (broker/workers hold real tokens). Ensure RELAY_API_KEY is actually resolved in the orchestrator env; agent-relay doctor reports broker auth state |
| Monitor never sees ACK/DONE | In replies --json, direction is always the literal "inbound" (never "incoming"/"from"/"outbound"); timestamp field is createdAt, not ts. See the replies --json schema section |
jq errors on empty replies --json | Empty state is the plain string No DM conversation with <Name>., not []. Guard before piping to jq |
| Worker self-removed; can't send review fixes | Instruct workers not to self-remove until told. If already gone, spawn a fresh worker and re-inject branch + commit SHA + full verdict (see Multi-Round Review Loops) |
| Worker died silently; loop hangs | DM monitors fire on DMs only. Poll agent-relay who --json for liveness and set a wall-clock fallback (~30 min ScheduleWakeup) |
New worker online but no ACK yet; assumed stuck | Expected โ online means process up (~5s); the CLI cold-starts for another 30โ45s before its first ACK DM. Wait โฅ60s before troubleshooting a fresh worker |
Harness blocks sleep 25; agent-relay replies ... | Bare foreground sleep wait loops are disallowed in harnessed environments. Run the poll loop with run_in_background (or Monitor + until-loop); the inline sleep snippets show logic only |
Prerequisites
-
agent-relay CLI installed (required)
npm install -g agent-relay
-
For spawning Claude agents: Valid Anthropic credentials
- Set
ANTHROPIC_API_KEY or authenticate via claude auth login
-
For MCP tools (optional): Relaycast MCP server configured in Claude's MCP settings
