cc-fleet Subagent Fan-out
Delegates one-shot or parallel batch tasks to headless cc-fleet provider models (DeepSeek, GLM, Kimi, Qwen, MiniMax, Codex/Claude) and returns JSON results.
AutomationAdvanced★ 204⑂ 27AI score 8/10Last updated: Aug 6, 2026
What it does
- Runs
cc-fleet subagentto execute a provider model headlessly and return the answer straight to stdout as a JSON envelope. - Lock-free, so N independent calls fan out in true parallel; spend and runtime are bounded with
--timeout,--max-budget-usd, and--max-turns. - Encodes a
cc-fleet doctor --jsonpreflight, a provider "ask ladder" (user choice → configured default → ask once), and a fullerror_codedispatch table so failures are handled instead of blindly retried. - Covers the whole lifecycle:
--backgroundplus chunkedsubagent-status --waitpolling,--resumefollow-ups, andsubagent-gccleanup.
Who it's for
- Users who already run the cc-fleet CLI with Claude Code and multiple configured LLM providers.
- Teams that want cheap models doing bulk per-file research in parallel, reserving a strong model for synthesis.
- Anyone needing flat one-shot/batch delegation rather than a multi-phase pipeline (
/cc-fleet:workflow).
Examples
- Fan out summaries of
docs/a.md,b.md,c.mdacross GLM and DeepSeek, then aggregate the three results. cc-fleet subagent deepseek --model strongto analyze quicksort's worst-case complexity insrc/sort.goand produce a triggering input.- A single
cc-fleet subagent claude --model opussynthesis node over notes gathered by the cheaper leaves.
· · · Install guide · · ·
Try it now, no install
Paste this into Claude to use the skill without installing anything.
Read the instructions in this file and follow them to help me: https://raw.githubusercontent.com/ethanhq/cc-fleet/HEAD/codex-plugin/skills/subagent/SKILL.md What I want: (describe your task here)
If Claude can't open the link, open it yourself and paste the contents instead.
↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.
Install in the Claude app (no terminal)
- Download the ZIP with the button below.
- In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
- Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
Install in Claude Code
Let Claude do it — paste this into Claude Code
Install the skill I found on Claude Skill Mart. Copy the codex-plugin/skills/subagent folder from the GitHub repo ethanhq/cc-fleet into my ~/.claude/skills/subagent/. When it's done, tell me in one line what this skill can do.
Install with a command instead
git clone https://github.com/ethanhq/cc-fleet.git /tmp/cc-fleet && mkdir -p ~/.claude/skills && cp -r /tmp/cc-fleet/codex-plugin/skills/subagent /tmp/cc-fleet/codex-plugin/skills/cc-fleet-shared ~/.claude/skills/⚠ This is a third-party skill. Check the source repository before installing.
- Confirm the cc-fleet CLI and Claude Code are installed and that
cc-fleet doctor --jsonlooks healthy. - Clone the repo:
git clone https://github.com/ethanhq/cc-fleet.git /tmp/cc-fleet - Create the skills directory:
mkdir -p ~/.claude/skills - Copy the skill together with its shared docs:
cp -r /tmp/cc-fleet/codex-plugin/skills/subagent /tmp/cc-fleet/codex-plugin/skills/cc-fleet-shared ~/.claude/skills/ - Run
cc-fleet list --jsonto see enabled providers; if empty, register API keys withcc-fleet add. - Restart Claude Code, then try a request like "delegate this file analysis to deepseek" to trigger the skill.
View source on GitHub ↗License: Apache-2.0