Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add KevinZai/commander --skill ccc-fleet-vizgit clone --depth 1 https://github.com/KevinZai/commanderWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kevinzai/commander/ccc-fleet-viz)<a href="https://agentmods.dev/skills/kevinzai/commander/ccc-fleet-viz"><img src="https://agentmods.dev/badge/skills/kevinzai/commander/ccc-fleet-viz/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kevinzai/commander/ccc-fleet-viz"><img src="https://agentmods.dev/badge/skills/kevinzai/commander/ccc-fleet-viz.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00044 | $0.00642 |
| Opus 5 | $0.00022 | $0.00321 |
| Sonnet 5 | $0.00009 | $0.00128 |
| Haiku 4.5 | $0.00004 | $0.00064 |
Grade A, and why
ccc-fleet-viz scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
$ccc-fleet-viz — Live Fleet Tree
Triggered by user typing $ccc-fleet-viz or automatically at the end of any $ccc-fleet run.
Inputs
Read:
/tmp/ccc-fleet/*-status.json/tmp/ccc-fleet/*-complete.json/tmp/ccc-fleet/worker-progress.jsonlwhen presentgit worktree list --porcelaincommander/tests/*when present
Malformed state markers must be skipped without aborting the visualization.
Render
Run the helper from the repo root:
node commander/cowork-plugin/skills/ccc-fleet-viz/lib/render-fleet-tree.js --watch
The helper prints:
- A live ASCII tree to stdout.
- A fenced Mermaid
graph TDblock immediately after it, so Desktop can render the fleet inline.
While any worker is running, waiting, or unknown, the helper refreshes every 2 seconds. When all workers are done or failed, it prints the final snapshot and exits.
Expected Shape
$ccc-fleet (orchestrator) — 6 workers, 3 done, 2 running, 1 failed
├── ✅ W1 build → claude/codex-w1-build @ 0019f10
├── ✅ W2 marketing → claude/codex-w2-marketing @ a0a3cb8
├── 🔄 W3 imagery → 3/6 images generated, ETA ~4min
├── 🔄 W4 mcp → 18 tools registered, tests in flight
├── ❌ W5 improvements → blocked: merge conflict
└── ⏳ W6 e2e → waiting on W1
graph TD
fleet["/ccc-fleet orchestrator"]
fleet --> w1["W1 build ✅"]
fleet --> w2["W2 marketing ✅"]
fleet --> w3["W3 imagery 🔄"]
fleet --> w4["W4 mcp 🔄"]
fleet --> w5["W5 improvements ❌"]
fleet --> w6["W6 e2e ⏳"]
Final Step From $ccc-fleet
When $ccc-fleet synthesis is complete, invoke this skill once to render the final fleet tree. Do not reimplement the renderer in $ccc-fleet; keep the rendering path centralized here.
⚙️ Fable contract: plan before build · verifier ≠ worker · prove before alarm · loops need gates · leave durable state —
rules/fable-method.md
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 71 lines · 44 tokens per session scan A 8c48b57cd25c
ccc-fleet-viz is a skill published in the GitHub repository KevinZai/commander (6 stars, last pushed yesterday), licensed MIT. It adds 44 tokens to every session and 642 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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