# Agent Orchestrator

> Validate and plan linear skill chains defined in YAML. Reads IO contracts from skill frontmatter, verifies type compatibility between chained steps, and outputs step-by-step execution plans. Use when the user wants to orchestrate multiple skills in sequence, validate a chain definition, or see an execution plan for a multi-skill pipeline. 当用户提到"编排""orchestrate""chain""pipeline""串联 skill""执行链"时触发。…

- **Type:** Skill
- **Install:** `agentstack add skill-cloud99277-kitclaw-agent-orchestrator`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [cloud99277](https://agentstack.voostack.com/s/cloud99277)
- **Installs:** 0
- **Category:** [Productivity](https://agentstack.voostack.com/c/productivity)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [cloud99277](https://github.com/cloud99277)
- **Source:** https://github.com/cloud99277/KitClaw/tree/main/core-skills/agent-orchestrator

## Install

```sh
agentstack add skill-cloud99277-kitclaw-agent-orchestrator
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Agent Orchestrator — 线性链式 Skill 编排

## 定位

基于 Phase 1 IO 契约的线性链式编排 MVP。读取 YAML 编排链定义，验证相邻 skill 的 IO 类型匹配，输出分步执行计划。

> **不是执行器**：orchestrator 验证链的合法性并生成执行指引，不直接调用 agent 执行 skill。

## 核心能力

1. **validate** — 验证编排链的 IO 类型匹配（精确匹配 + 兼容匹配）
2. **plan** — 输出带变量替换的分步执行指引
3. **list** — 列出所有已注册的预定义编排链

## 使用方式

```bash
# 验证链
python3 scripts/run-chain.py validate chains/translate-tweet-publish.yaml

# 生成执行计划（带变量）
python3 scripts/run-chain.py plan chains/translate-tweet-publish.yaml --var URL=https://x.com/...

# 列出所有链
python3 scripts/run-chain.py list
```

## 编排链 YAML 格式

见 `references/chain-schema.md`。

## 依赖

- Phase 1 IO 契约（`type-registry.json`、skill frontmatter `io:` 声明）
- 零外部依赖（纯 Python stdlib）

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [cloud99277](https://github.com/cloud99277)
- **Source:** [cloud99277/KitClaw](https://github.com/cloud99277/KitClaw)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-cloud99277-kitclaw-agent-orchestrator
- Seller: https://agentstack.voostack.com/s/cloud99277
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.