Ccc Fleet

$ccc-fleet — Parallel Agents

Launch multiple Sonnet agents in parallel worktrees. Click-first picker selects the pattern.

$ccc-fleet is the manual-dispatch sibling of the canonical workflow-first doctrine (commander/cowork-plugin/rules/workflow-first.md): same delegate-the-doing-keep-the-deciding discipline, with you explicitly choosing the fan-out / pipeline / dialectic pattern.

Promoted from commands/ccc-parallel.md (legacy slash command).

Response shape (EVERY time)

1. Brand header

**CC Commander** · Fleet Orchestrator · [Docs](https://commanderplugin.com)

2. Context strip

Detect in parallel via a single Bash call:

• git worktree list | wc -l → active worktrees
• git rev-parse --abbrev-ref HEAD → current branch
• sysctl -n hw.memsize 2>/dev/null \|\| free -b 2>/dev/null → RAM (cap parallelism)

Render:

🚀 Branch: <branch> · active worktrees · RAM: · max parallel: <3-5>

Rule: 16GB → max 3 parallel · 32GB → max 5 · 64GB+ → max 6

3. Pattern picker — AskUserQuestion

question: "Which pattern?"
header: "Fleet"
multiSelect: false
options:
  - label: "🌿 Fan-out (same task × 3)"
    description: "3 agents tackle different slices of one big task."
    preview: "Best for: 'migrate files A-M, N-Z, update tests'."
  - label: "🔗 Pipeline (sequential)"
    description: "Agent 1 → Agent 2 → Agent 3, each waits on the prior."
    preview: "Best for: 'design → implement → test'."
  - label: "⚖️ Opposing review (FOR/AGAINST/Referee)"
    description: "Dialectic — one argues FOR, one AGAINST, Referee synthesizes."
    preview: "Best for: architecture decisions you'd regret reversing."
  - label: "🌙 Background long-running task"
    description: "One agent, backgrounded, reports back when done."
    preview: "Best for: overnight scans, heavy refactors, large doc generation."
  - label: "🏢 Team hierarchy (Director→Lead→Specialist)"
    description: "3-tier cost-optimized: Opus plans, Sonnet builds, Haiku polishes."
    preview: "Best for: large features needing architecture + implementation + polish."

Prepend ⭐ to the best-fit option based on context:

• Many files changed + divisible scope → ⭐ Fan-out
• Single architecture question → ⭐ Opposing review
• "scan" / "overnight" keywords in recent history → ⭐ Background
• Complex multi-file feature needing architecture + implementation + polish → ⭐ Team hierarchy

Native workflow (Claude Code v2.1.154+)

This skill rides Anthropic's native Workflow tool (trigger word workflow) — it does not re-implement orchestration. The Agent-based flow below is only the fallback for clients without the Workflow tool.

If the Workflow tool is available, prefer invoking the bundled fleet workflow instead of the Agent-based dispatch below. Map existing picker choices to workflow args:

For migration jobs (transforming many files with pattern matching), use the dedicated migration workflow instead:

Workflow({
  scriptPath: "${CLAUDE_PLUGIN_ROOT}/workflows/ccc-migrate.workflow.js",
  args: { pattern: "<what to find>", transform: "<how to change it>", verify: "<how to confirm>" }
})

Background and Team hierarchy picks do not have workflow equivalents — use the Agent-based flow below for those.

If Workflow is unavailable (older client or tool not allowed), fall back to the Agent-based flow below — leave that flow intact.

Pre-flight (required before dispatch)

Before any Agent call, run a single Bash pre-flight and fail closed if a hard check fails:

1. Git clean: git status --porcelain must be empty. Do not dispatch workers over uncommitted coordinator edits.
2. Branch relation: compare HEAD with main or origin/main. Being ahead of main is OK; being behind or diverged requires a user decision before dispatch.
3. Secret hygiene: inspect only environment variable names for secret-like keys (TOKEN, SECRET, KEY, PASSWORD, CREDENTIAL). Never print values. If any are present, ask the user to clear them or explicitly approve passing a redacted environment to workers.
4. Session state writable: ensure ~/.claude/sessions/ exists and is writable (mkdir -p "$HOME/.claude/sessions" && test -w "$HOME/.claude/sessions").

If pre-flight fails, report the failing check and do not spawn workers.

Fleet runtime contracts

Use commander/cowork-plugin/skills/ccc-fleet/lib/fleet-status.js for progress and completion artifacts.

Worker progress sidebar

Emit one JSON line to stdout and append it to /tmp/ccc-fleet/worker-progress.jsonl whenever a worker is dispatched, starts, changes status, finishes tests, fails, or completes:

{"event_kind":"fleet_worker_progress","worker_id":"fleet-1","status":"running","files_changed":["commander/foo.js"],"tests_passing":null,"eta_remaining_ms":120000}

Required schema:

• event_kind: always "fleet_worker_progress"
• worker_id: stable worker id
• status: short machine-readable state (queued, running, testing, passed, failed, complete)
• files_changed: array of repo-relative paths
• tests_passing: true, false, or null when unknown
• eta_remaining_ms: non-negative number or null

Atomic worker completion

When a worker exits, write /tmp/ccc-fleet/<id>-complete.json atomically with:

{
  "worker_id": "fleet-1",
  "exit_code": 0,
  "files_written": ["commander/foo.js"],
  "commit_hash": "abc1234",
  "branch_pushed": false,
  "completed_at": "2026-04-26T00:00:00.000Z"
}

The marker is the handoff contract for synthesis. It must exist for successful and failed workers; failed workers use their actual non-zero exit_code and preserve any written files.

Failure isolation

One worker failure must not cancel or roll back other workers. Preserve every worker worktree, branch, diff, status event, and completion marker. The coordinator reports the failed worker separately and continues synthesizing successful workers.

Cleanup on success

After all dispatched workers complete successfully and the synthesis report is written, prune entries in /tmp/ccc-fleet/ older than 24 hours via pruneFleetTmp(). Do not prune on partial failure; preserve artifacts for diagnosis.

Dispatch — Fan-out

After user picks Fan-out, ask for ONE task description (via a follow-up plain question, NOT AUQ — free text needed).

Then spawn 3 Agent calls in a SINGLE tool-call batch with run_in_background: true:

Every worker prompt starts with this isolation prefix (Fable Pillar 5 — non-negotiable):

FIRST: git rev-parse --show-toplevel must equal <your-worktree-path> — abort immediately if it doesn't. Edit RELATIVE paths only, inside your worktree. Never the main repo's absolute path.

Example pseudocode:

Agent 1: subagent_type=general-purpose, model=sonnet, prompt="FIRST: git rev-parse --show-toplevel must equal .claude/worktrees/slice-1 — abort if not; relative paths only. Slice 1 of: <task>. Work in worktree feat/slice-1. Non-overlapping files: <domain 1>. Report: files changed, tests passing."
Agent 2: same pattern for Slice 2 / worktree feat/slice-2 / domain 2
Agent 3: same pattern for Slice 3 / worktree feat/slice-3 / domain 3

Return:

🚀 3 agents dispatched. Each has its own worktree + branch. I'll synthesize results when all 3 report back. Use Cmd+click on the progress cards below to steer any individual agent.

Dispatch — Pipeline

Ask for 3 sequential tasks (free-text follow-ups, one at a time).

Spawn Agent 1 with run_in_background: true. When it reports done, spawn Agent 2 with the first agent's output as context. When Agent 2 done, spawn Agent 3.

This is NOT parallel — it's sequential. Echo the pipeline plan up front so user sees the chain.

Dispatch — Opposing review (dialectic)

Ask for the ONE decision being reviewed (free-text).

Spawn 3 Agents in parallel (single tool-call batch, run_in_background: true):

FOR agent: "Argue FOR <decision>. Best-case rationale, evidence, precedents. 300 words max. Adversarial stance."
AGAINST agent: "Argue AGAINST <decision>. Counter-evidence, risks, alternatives. 300 words max. Adversarial stance."
Referee agent: WAIT — don't spawn yet. Spawn AFTER both complete with both outputs as input: "Synthesize FOR and AGAINST. Recommend a path. 200 words. No ties."

Return: "⚖️ FOR and AGAINST running. Referee spawns when both complete. I'll post the synthesis."

This mirrors the dialectic-review skill pattern — cite it as inspiration.

Dispatch — Background

Ask for the one task (free-text). Spawn ONE Agent with run_in_background: true and a long turn budget.

Return:

🌙 Background agent running. You can keep working — I'll surface the result when it completes. Check status: git worktree list.

If the background task is really "keep going until a gate holds" (tests green, criteria met, CI fixed), don't hand-roll the retry — run it as a /goal loop from the ccc-loop taxonomy, which gives you the convergence gate + iteration cap. Recurring checks on an interval are /loop or /schedule territory.

Dispatch — Team hierarchy

The Game Studios pattern (3-tier, cost-optimized orchestration).

After user picks Team hierarchy, ask for ONE feature/task description (free-text).

Phase 1 — Director (Opus, 1 agent) Spawn ONE Agent with model=opus, run_in_background: true:

• "You are the Director. Given task: . Produce: (1) architecture brief (≤200 words), (2) file domain assignments for 2-3 Leads, (3) checklist of Specialist polish tasks. Output as structured markdown."

Wait for Director to complete. Parse its output.

Phase 2 — Leads (Sonnet, 2-3 agents) Spawn 2-3 Agent calls in a SINGLE batch with model=sonnet, run_in_background: true:

• Each Lead gets its assigned file domain from the Director's brief
• Each Lead gets the architecture brief as context
• Each works in its own worktree branch

Wait for all Leads to complete.

Phase 3 — Specialists (Haiku, 2-4 agents) Spawn 2-4 Agent calls in a SINGLE batch with model=haiku, run_in_background: true:

• Tasks from Director's checklist: linting, formatting, docs, simple tests
• Each operates on the Lead output (same worktrees)
• Cheap — fire as many as needed

Synthesis: Coordinator (main thread) merges all worktree branches, runs final verification, reports. Before declaring the run done, the coordinator ALWAYS runs the tracked-clean check: git status --porcelain | grep -v '^??' on the main tree must be EMPTY — any tracked change outside the worker branches is a leak; stop and reconcile before reporting.

Cost model:

• Director: ~$0.50-2.00 (1 Opus call, planning only)
• Leads: ~$0.20-0.80 each (2-3 Sonnet calls, real work)
• Specialists: ~$0.02-0.10 each (2-4 Haiku calls, polish)
• Total: ~$1-4 for a complete feature vs $5-15 all-Opus

Worktree management (automatic)

For every spawn, each Agent gets:

• Branch: feat/fleet-<slug>-<n> or feat/<task-slug>
• Worktree: .claude/worktrees/<branch-slug>
• Non-overlapping file domain (spelled out in the Agent prompt)

Agents CANNOT push — return files + diffs only. User merges to main via the coordinator.

Safety guards

Argument handling

• $ccc-fleet fanout → skip picker, straight to fan-out task prompt
• $ccc-fleet pipeline → pipeline flow
• $ccc-fleet review → opposing-review flow
• $ccc-fleet background → background flow
• $ccc-fleet team → skip picker, straight to team hierarchy flow
• $ccc-fleet bare → show picker

Anti-patterns — DO NOT

• ❌ Spawn >RAM-safe number of agents (16GB = cap at 3, period)
• ❌ Give overlapping file domains to parallel agents (merge hell)
• ❌ Let agents push directly to main (coordinator owns merges)
• ❌ Skip the "non-overlapping domains" line in each Agent prompt
• ❌ Run opposing-review synchronously — FOR and AGAINST must be parallel, Referee after
• ❌ Use dangerouslyDisableSandbox or give agents unscoped permissions
• ❌ Dispatch without run_in_background: true — blocks the main thread
• ❌ Use Director (Opus) for implementation work — Directors plan, Leads build
• ❌ Skip the Director phase in team hierarchy — Leads without architecture brief produce inconsistent work

Brand rules

• Emoji-forward fleet cues: 🚀 dispatch, 🌿 fan-out, 🔗 pipeline, ⚖️ dialectic, 🌙 background
• PM Consultant voice: status check-ins every ~10 steps during long runs
• Always declare synthesis step up front: "when all 3 complete, I'll merge + report"
• Hard constraints listed explicitly in every Agent prompt (worktree, no push, no force)

Tips for the agent executing this skill

1. Whole flow is ≤4 turns: picker → free-text task → dispatch (parallel batch) → progress cards.
2. Use run_in_background: true on EVERY Agent spawn — keeps main thread responsive.
3. Parallel calls go in a SINGLE tool-call batch (one message, multiple function_calls) — not sequential.
4. If RAM detection fails, default to 3 parallel (safest for Mac Mini M4 baseline).
5. Always echo the synthesis plan BEFORE dispatching — user needs to see the full arc.
6. After all workers report, automatically invoke $ccc-fleet-viz to render the final fleet tree.

v6.0 Conductor Tiers (selectModelForComplexity)

CC Commander v6.0 introduces a selective-Fable routing ladder driven by selectModelForComplexity(score) in commander/dispatcher.js. Assign fleet tiers accordingly:

selectModelForComplexity(score) thresholds: ≤29→haiku · 30-65→sonnet · 66-85→opus · 86+→fable.

When assigning agents in any fleet pattern, run scoreComplexity(sliceDescription) on each slice and route to the matching model. This keeps conductor sessions on Fable for deep reasoning while bulk work stays cheap on Haiku.

Bottom line: pick pattern → free-text task → parallel batch dispatch → Cmd+click to steer. Synthesis auto-kicks when all report back.

⚙️ Fable contract: plan before build · verifier ≠ worker · prove before alarm · loops need gates · leave durable state — rules/fable-method.md

(On Codex, present these options as a numbered list and ask the user to reply with a number — AskUserQuestion is Claude-only.)

(The Workflow(...) tool is not available on Codex — run the steps sequentially.)