subagent

name

subagent

description

Fan out a one-shot or flat parallel batch of cc-fleet PROVIDER subagents (headless `cc-fleet subagent`) that return a result — DeepSeek / GLM / Kimi / Qwen / MiniMax, or a Codex/Claude subscription. Trigger ONLY to delegate a task to a cc-fleet provider worker (parallel research, bulk per-file work, a specialized model). Do NOT trigger for a multi-phase pipeline (that is /cc-fleet:workflow), for ordinary local shell/coding, or for editing or researching cc-fleet's own code.

subagent — one-shot / batch / background provider subagent

Wrong lane? A multi-phase pipeline with dependencies or resume → /cc-fleet:workflow.

When this skill cites cc-fleet-shared/<file>.md, read ../cc-fleet-shared/<file>.md relative to this SKILL.md (load-bearing, not optional background).

cc-fleet subagent runs a provider model headless and returns the result directly on your shell's stdout — no tmux pane, no team, no locks. A one-shot provider agent whose model can be a provider id. It reuses the same provider selection and fingerprint gate as the rest of cc-fleet. It's the lightweight synchronous branch.

Preflight (first fan-out per session). Run cc-fleet doctor --json once and read the per-check results. The ONLY hard stops are the claude binary check and the fingerprint check (the worker engine) — if either fails, tell the user to install or fix Claude Code, and stop. Do not stop on the "all configured providers' keys reachable" check: it aggregates every enabled provider, so one unrelated provider — especially a daemon-backed codex / openai-*, whose loopback proxy is only up during a spawn — flips ok:false / exit 1 while your target provider is fine. Provider API keys are configured separately in cc-fleet, so a provider model needs the claude binary but not a Claude subscription. To check the provider you'll actually use, run cc-fleet models <provider> --json (PROVIDER_UNKNOWN ⇒ not configured); that confirms it's configured + enabled, not that it's reachable — the run itself proves reachability.

Approval & sandbox (non-bypass codex)

cc-fleet spawns a network-using child (claude -p → the provider API) and writes a job record (plus a file when you use --prompt-file or redirect --json to one). On a codex that is not in full-bypass mode, expect two things — neither is a cc-fleet bug, so set the user's expectation rather than reporting a failure:

• Approval prompts are normal. A non-bypass approval policy asks the user to approve each cc-fleet … shell call; a fan-out or chunked wait re-prompts. Say so up front — approving is expected; to reduce the prompts the user can lower the approval friction (--ask-for-approval, a less-restrictive mode) or run codex bypassed.
• A sandbox can block the provider call. A workspace-write sandbox disables network by default, so the claude -p child cannot reach the provider and the leaf fails looking like PROVIDER_UNREACHABLE / a timeout — the real cause is the sandbox, not the provider. Heuristic: cc-fleet doctor is locally clean but every provider leaf is "unreachable" → the sandbox is blocking egress. Fix it by letting that command reach the network — approve the escalation codex offers, have the user enable network for the workspace-write sandbox, or run codex bypassed if they accept that.

When to use it

• One-shot research / analysis / judgement — you want an answer, not a long-lived colleague.
• Batch fan-out — N independent tasks in parallel. subagent is lock-free, so N calls don't serialize behind a server lock the way N spawns do — true parallelism.
• Cost-bounded probes — --timeout caps wall-clock; the return value carries usage / total_cost_usd; it stops when done (nothing to forget to tear down).

The provider ask ladder (ask at most once per task)

1. The user named a provider or model → use it.
2. Else run cc-fleet default --json: if it returns a provider (source "configured" or "auto"), use it and STATE it in your kickoff line (e.g. "using glm (default)").
3. Else (several providers, none default) ask the user ONCE which to use — list the enabled providers from cc-fleet list --json (name + default_model + the one-line note in cc-fleet-shared/providers.md). After they pick, run cc-fleet default <chosen> so you never ask again. (cc-fleet default <p> is user-layer; only run it to FILL a blank default, never with --force.)
4. A mid-task provider failure (insufficient balance / rate limit / auth) → STOP, tell the user what happened, propose the next provider, and WAIT for their confirmation. Never switch providers silently.

Model tier within a provider: fan-out / leaf work → omit --model (or --model fast); judge / synthesis / sustained work → --model strong. The provider's roster decides the actual model — see cc-fleet-shared/providers.md.

The reserved native leaf — claude. cc-fleet subagent claude … runs the official claude CLI on the user's OWN Claude Code login (their subscription OAuth or whatever they're logged in as) — no providers.toml row, no profile, no key material. A NAMED deliberate choice, never the auto-default (cc-fleet default claude errors; it never auto-resolves). --model takes a literal id (opus / sonnet / a full id) — the slot keywords default/strong/fast are rejected (no roster); omitted = claude's login default, which is typically the most expensive tier, so naming a model is usually wise. Profiles apply unchanged. The leaf spends the lead session's own subscription window — use it for one or two synthesis / judgement nodes, never a wide fan-out.

cc-fleet subagent claude --model opus --prompt "<synthesis over the gathered notes>" --json

Calling it (run with your shell tool, always with --json)

cc-fleet subagent --prompt "<task>" --label "codex/<cwd-basename>/<short>" --json   # no provider arg → default provider
cc-fleet subagent deepseek --model strong \
  --prompt "Analyze the worst-case complexity of quicksort in src/sort.go; give a triggering input" \
  --label "codex/cc-fleet/quicksort" --json

Label every job. A codex-launched job is grouped on the Agents Board under your Codex launcher (a codex <thread> header, not (no session)); a --label "codex/<cwd-basename>/<short>" still helps you tell your jobs apart within that group.

Expected-large output → redirect --json to a file and read the file, sidestepping any shell-output cap: cc-fleet subagent … --json > out.json, then read out.json.

The provider arg is optional — with no provider, cc-fleet uses the default. NO_DEFAULT_PROVIDER / DEFAULT_PROVIDER_DISABLED / DEFAULT_PROVIDER_UNKNOWN in the failure envelope mean there is no usable default — apply the provider ask ladder above.

Useful flags (full list: cc-fleet subagent --help):

• Name it → --label "<short-alias>" (e.g. --label sort-complexity). The Agents Board shows the label instead of the opaque job id — pass one on every launch, like a teammate name. Display-only metadata; capped at 256 bytes.
• Large / sensitive prompt → --prompt-file <path> (read from file, piped via stdin, kept out of argv / ps). Use it once a single prompt approaches ~128 KiB (MAX_ARG_STRLEN, the per-argument cap — not the ~2 MB total ARG_MAX). --prompt-file - reads stdin.
• Long task → --timeout 600s (default 300s). For tasks that may exceed the timeout, raise --timeout or use --background (below). Note: a provider that's down on auth (401) or quota (429) makes claude retry ~180s before surfacing KEY_INVALID / INSUFFICIENT_BALANCE, so keep --timeout ≥ ~200s (the 300s default is fine) — a shorter timeout reports those as SUBAGENT_TIMEOUT instead. --probe does not catch a bad key (the models endpoint may not 401 it).
• Cost / runaway gates → --max-budget-usd 0.5 (cap spend) and --max-turns (cap the agentic tool loop). On fan-out, strongly consider a budget cap on every call. Size --max-turns generously up front — a read-heavy / multi-file / git-inspecting task spends ~1 turn per file read or command, so give it 30–50 (or omit it); a small cap (8/10) starves it and the leaf fails SUBAGENT_MAX_TURNS mid-task (budget ~$0.3–0.9 for such a leaf).
• Prompt profile — slim is the DEFAULT; read-only research → --profile slim-ro; --profile full ONLY to compare against a full session or diagnose a suspected slim regression. --tools REPLACES the whole tool set, never appends. Write prescriptive prompts ("Run cmd", "Use the Read tool on X"), not "look at" / "check" — weak provider models skip tools on weak imperatives under any profile. Tool whitelists / --skills / --mcp defaults / downgrade behavior: cc-fleet-shared/providers.md.
• Probe is off by default (--probe to opt in): the inner claude -p call is itself the authoritative reachability + auth test. On a big fan-out, run one shared cc-fleet doctor / probe up front rather than paying 3s × N.
• --prompt and --prompt-file are mutually exclusive — pass exactly one (else error_code=SUBAGENT_BAD_ARGS, no claude launched).

Success envelope

{"ok":true,"result":"<answer text>","provider":"deepseek","model":"deepseek-reasoner",
 "duration_ms":12044,"usage":{"input_tokens":812,"output_tokens":1530},
 "total_cost_usd":0.0031,"session_id":"…"}

→ Take .result as this subagent's output and hand it back / continue orchestrating. model is the model the provider actually billed (routing evidence). Keep .session_id if you intend a multi-turn follow-up (below).

Failure envelope — dispatch on error_code (do not parse prose)

error_msg is a canonical string only; never matched on. Dispatch on error_code:

error_code	Meaning	What you do
SUBAGENT_BAD_ARGS	Missing/both --prompt & --prompt-file.	Fix the call (exactly one).
NO_DEFAULT_PROVIDER	No provider arg and no default configured.	Apply the provider ask ladder.
DEFAULT_PROVIDER_DISABLED	The default provider is disabled.	Apply the provider ask ladder; or the user re-enables via cc-fleet edit <provider> --enable.
DEFAULT_PROVIDER_UNKNOWN	The default names a provider that no longer exists.	Apply the provider ask ladder; the user re-pins with cc-fleet default <p>.
DEFAULT_PROVIDER_RESERVED	default_provider is hand-set to the reserved claude (explicit-only).	The user runs cc-fleet default --unset or re-pins a real provider; don't retry.
CONFIG_LOAD_FAILED	providers.toml failed to load/validate.	cc-fleet doctor; surface to the user — don't retry.
UNKNOWN_PROVIDER / PROVIDER_DISABLED	Provider not configured / disabled.	Tell the user to cc-fleet add / cc-fleet edit <provider> --enable.
PROVIDER_RESERVED	A providers.toml row is named claude (reserved for the native leaf).	Tell the user to rename or cc-fleet remove claude; spawn still uses the row meanwhile.
FINGERPRINT_MISSING	An existing ~/.config/cc-fleet/fingerprint.json is corrupt (a fresh install uses the bundled recipe, so this is rare).	cc-fleet doctor --json confirms. Tell the user to remove ~/.config/cc-fleet/fingerprint.json — cc-fleet then falls back to the runtime-usable bundled recipe — and retry. (Re-snapshotting a custom recipe needs cc-fleet refresh-fingerprint from a Claude Code session; it is not available from Codex.)
FINGERPRINT_STALE	No claude binary found anywhere (not a missing recipe).	Tell the user to install/fix Claude Code or PATH; the self-heal flow can't help. cc-fleet doctor confirms.
KEY_INVALID	Provider 401/403.	Have the user rotate the key; do not retry blindly.
INSUFFICIENT_BALANCE	Out of balance / quota (429/402 + balance signature).	Retry can't help — propose the next provider (provider ask ladder, step 4) or handle it in the main session yourself; tell the user they're out of credit.
RATE_LIMITED	Provider 429.	Wait briefly, retry once, or propose a switch (provider ask ladder, step 4).
MODEL_NOT_FOUND	Model name rejected (400).	cc-fleet refresh <provider> then retry, or drop --model to use the default.
PROVIDER_UNREACHABLE	Transport failure (only with --probe).	cc-fleet doctor; if urgent, handle it in the main session yourself.
SUBAGENT_TIMEOUT	Exceeded --timeout.	Real long task → raise --timeout (or use --background) and retry; suspected hang → switch provider / fall back (with user confirmation).
PROVIDER_API_ERROR	Other provider failure (5xx / overloaded).	Retry once or propose a switch.
CODEX_PROXY_UNAVAILABLE	The codex conversion daemon could not start (no login, or the loopback port is held).	Tell the user: cc-fleet codex login, or free / change the port (cc-fleet codex add --port <n>).
CODEX_CLOUDFLARE_BLOCKED	The ChatGPT backend's edge blocked this IP/client — not a key problem.	Switch network/IP or retry later; don't rotate credentials.
SUBAGENT_MAX_TURNS	claude hit the --max-turns cap without finishing (the spent cost is surfaced — not silently $0).	Raise --max-turns (or omit it) and retry — a read-heavy / multi-file task needs ~1 turn per file read or command; a genuinely long task can use --background.
SUBAGENT_FAILED	claude exited with no parseable result (or budget exhaustion). For a claude native leaf on a logged-out machine, this is the login failure — the error preview names it (no dedicated code).	Inspect; retry or switch provider. A logged-out native leaf → tell the user to log in to Claude Code interactively.
SUBAGENT_OUTPUT_TOO_LARGE	The child's stdout/stderr exceeded the byte cap; the run was killed.	Have it write its output to a file and return a short answer (or narrow the ask) — a blind retry overflows again.
SUBAGENT_STOPPED	An operator stopped the job (workflow stop / a leaf stop) — terminal, NOT a failure.	Never auto-retry; surface it.

Batch fan-out (parallel, each returns synchronously)

# These calls are independent; subagent is lock-free, so running them
# concurrently won't queue them behind a shared lock.
cc-fleet subagent glm      --prompt "Summarize docs/a.md" --label "codex/docs/a" --json
cc-fleet subagent glm      --prompt "Summarize docs/b.md" --label "codex/docs/b" --json
cc-fleet subagent deepseek --prompt "Summarize docs/c.md" --label "codex/docs/c" --json
# Each returns its own {ok, result, total_cost_usd}; aggregate them.

A flat fan-out only — phases, dependencies, or dynamic orchestration over the results is /cc-fleet:workflow.

Long tasks: synchronous — set --timeout, or --background + poll

cc-fleet subagent is synchronous — your shell tool blocks until it returns the envelope; set --timeout for long tasks (default 300s; raise it for research / many-turn work). If a job must outlive the call (or you want it on the Agents Board), launch it detached and poll yourself:

cc-fleet subagent --prompt "<long task>" --label "codex/<cwd-basename>/<short>" --background --json
# → {"ok":true,"job_id":"<uuid>","status":"running","output_file":"…","pid":…}
cc-fleet subagent-status <job_id> --wait --timeout 120s --json

subagent-status --wait blocks up to --timeout, then exits 124 while the job is still pending — re-issue it in chunks until it settles (codex has no background-task wake). If the codex shell yields with "Process running with session id …", that backgrounded --wait is STILL the live wait — do NOT start a second one; let it return (size each --timeout shorter than your shell's foreground window so it returns cleanly). Exit dispatch: 0 done (envelope has .result) · 1 failed OR stopped — check .status first: stopped is an operator stop, never auto-retry; failed → dispatch on .error_code · 3 held (a workflow-leaf an operator parked — surface it, never wait it out) · 124 still pending (re-issue) · 130 interrupted. Never spawn an agent to poll.

cc-fleet subagent-gc --json prunes finished job files.

Multi-turn: --resume

Continue a prior subagent session (stateful, but not long-lived between turns — each turn is a fresh claude -p --resume):

cc-fleet subagent --resume <session_id> --prompt "<follow-up>" --json

<session_id> is the .session_id from the previous turn's envelope. A default-profile (slim) resume is silent; an explicitly passed --profile over --resume warns on stderr — it swaps the system prompt mid-session. Keep the profile constant across a session's turns.

Cleanup vs. resume — they're independent

A sync subagent has nothing to tear down; "cleanup" only concerns --background job records on the Agents Board. The rules:

• The one rule that matters: capture .session_id BEFORE pruning if a follow-up is likely. gc deletes cc-fleet's job record (which holds the envelope with the id) but never Claude's transcript — so --resume works after gc iff you kept the id, and keeping the record without the id buys you nothing.
• Prune finished: cc-fleet subagent-gc --json removes finished jobs older than 24h; running jobs are always kept; pinned records are user-owned — never force-remove them. --older-than 0s clears all finished jobs now, but it is machine-wide — codex jobs have no lead session to scope to, so it also sweeps other sessions' finished records; prefer the 24h default and identify your own jobs by their --label.

Anti-patterns

• Using subagent as a sustained back-and-forth collaborator → it's one-shot/batch; --resume is for a short follow-up, not a long conversation.
• Chaining subagents into a dependent pipeline by hand → /cc-fleet:workflow.
• Polling cc-fleet ps --check for a subagent → unnecessary; the result is on stdout.
• Stuffing a giant prompt into --prompt (hits MAX_ARG_STRLEN ~128 KiB) → use --prompt-file.
• Running a possibly-stuck provider with no bound → the default --timeout 300s caps it, but tune per task on fan-out, and run genuinely long work via --background (Long tasks above).
• Spawning / delegating an agent to watch a job → never; re-issue subagent-status --wait --timeout 120s --json yourself in chunks (codex has no background-task wake).
• Looping on a failure without dispatching .error_code → every --json failure carries a code; switch on it (table above).
• Switching providers silently after a balance / rate-limit / auth failure → stop, tell the user, wait for their pick (provider ask ladder, step 4).
• Fanning out N claude native leaves → drains your own subscription window; use a metered provider for breadth, claude only for one or two synthesis nodes.