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 orziz/odai --skill odai-orchestrationgit clone --depth 1 https://github.com/orziz/odaiWrote 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/orziz/odai/odai-orchestration)<a href="https://agentmods.dev/skills/orziz/odai/odai-orchestration"><img src="https://agentmods.dev/badge/skills/orziz/odai/odai-orchestration/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/orziz/odai/odai-orchestration"><img src="https://agentmods.dev/badge/skills/orziz/odai/odai-orchestration.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 | $0.00060 | $0.00368 |
| Opus 5.5 | $0.00024 | $0.00147 |
| Sonnet 5 | $0.00012 | $0.00074 |
| Haiku 4.5 | $0.00006 | $0.00037 |
Grade A, and why
odai-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 4d 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
Odai 编排
本技能以 odai 的治理为前提，负责何时分工、如何交接和怎样收回结果。先取得当前已加载的治理；没有提供时读取同级 odai/SKILL.md 或宿主实际安装的 odai，不要维护治理副本或用本技能替代授权。
使用
- 启用编排不等于每个任务都派角色。当前能力足够时直接完成；只有独立判断、专业能力、访问差异或真正并行能改善结果时才分工。
- 选择职责和准备交接时读取
references/orchestration.md。controller 持有整体结果，researcher、planner、reviewer、frontend 是可选职责预设，不是固定阶段、模型等级或权限来源。 - 宿主已有符合要求的原生能力时使用它；配套适配器只补模型映射、生成、安装和调用核验。按当前用户映射与真实工具权限执行。
- 治理、编排与宿主权限分别有效。DSH 已内置本技能时使用其现有能力；不额外运行其他宿主安装器。
- 用户要求为 Codex、Claude Code 或 Copilot 安装、更新、卸载或修复路由时读取
references/install.md；普通任务不需要它。
What ships with it
20 files 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.
- agents/openai.yaml 276 B
- assets/claude-agents/agent.md 205 B
- assets/codex-agents/config.toml 178 B
- assets/codex-agents/role.toml 106 B
- assets/copilot-agents/agent.md 307 B
- assets/routing-roles/controller.md 1.1 KB
- assets/routing-roles/frontend.md 1005 B
- assets/routing-roles/planner.md 1.3 KB
- assets/routing-roles/researcher.md 1.5 KB
- assets/routing-roles/reviewer.md 1.7 KB
- contracts/delegation.md 1.8 KB
- manifest.json 1.5 KB
- references/install.md 1.5 KB
- references/orchestration.md 5.0 KB
- scripts/build-routing.mjs 15 KB runs code
- scripts/compose-contracts.d.mts 1.4 KB
- scripts/compose-contracts.mjs 4.7 KB runs code
- scripts/install-routing.mjs 26 KB runs code
- scripts/run-role.mjs 13 KB runs code
- scripts/verify-routing.mjs 5.5 KB runs code
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.
- 4d ago Changed · -10 lines 63f4333f9fdc
- 6d ago First seen · 27 lines · 60 tokens per session scan A 2ca70e20934b
odai-orchestration is a skill published in the GitHub repository orziz/odai (118 stars, last pushed 4d ago), licensed MIT. It adds 60 tokens to every session and 368 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-22.
Other skills, from other repositories
dsh-run-output
Internal guidance for presenting DeepSeek Harness bridge results (reviews, critiques, delegated runs) back to the user. Read before summarizing any dsh-bridge.mjs output.
dev-qa
A development and quality process for building software, testing it, and checking it for security problems. It separates implementation, quality assurance, and security review while coordinating their handoffs.
idea-validation
A structured process for checking whether a product idea is worth building. It researches the market, competitors, and technical feasibility, then records a recommendation and the assumptions behind it.
product-prd
A Chinese-language product-definition and requirements workflow that turns an approved idea into a product definition and a PRD, a detailed product requirements document.
design
A technical design stage that turns a product brief into an implementation plan and a list of small, checkable development tasks.
promotion
A release-stage workflow for promotion and early user adoption. It asks the user what promotional materials to make before creating anything, and its instructions are written in Chinese.