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 qinye6/pi-ccg --skill orchestrationgit clone --depth 1 https://github.com/qinye6/pi-ccgWrote 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/qinye6/pi-ccg/orchestration)<a href="https://agentmods.dev/skills/qinye6/pi-ccg/orchestration"><img src="https://agentmods.dev/badge/skills/qinye6/pi-ccg/orchestration.svg" alt="Measured on agentmods" 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 | $0.00046 | $0.00266 |
| Opus 5 | $0.00023 | $0.00133 |
| Sonnet 5 | $0.00009 | $0.00053 |
| Haiku 4.5 | $0.00005 | $0.00027 |
Grade A, and why
orchestration 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 7d 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.
This is a copy
100% identical to orchestration — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
🕸 协同编排秘典
知识主题
| 主题 | 文档 | 涵盖 |
|---|---|---|
| 多Agent协同 | multi-agent.md | 角色定义、任务分解、通信协议、冲突解决、状态共享 |
使用场景
- 大型任务分解
- 多文件并行处理
- 复杂系统重构
- 跨模块协同开发
- 紧急多点修复
Codex 强化要点
- 优先使用
spawn_agent/send_input/wait/close_agent形成闭环。 - 代码探索优先
explorer，执行改动使用worker，长耗时任务使用awaiter。 - 每个文件同一时刻仅允许一个 Agent 写入，先锁文件再并行。
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.
- 7d ago First seen · 30 lines · 46 tokens per session scan A bf5240d0d28d
orchestration is a skill published in the GitHub repository qinye6/pi-ccg (10 stars, last pushed 13d ago), licensed MIT. It adds 46 tokens to every session and 266 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to orchestration, differing in 0 lines, and is treated as a copy.
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