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Install in OpenClaw
/install apollo-research-synthesis
Description
多Agent任务协调模式：研究阶段并行执行，综合阶段由主Agent自己完成。 避免让子Agent做综合判断——那是Coordinator的工作。 触发词：并行研究、综合、汇总、Coordinator模式、多Agent协作。
README (SKILL.md)
Apollo Research-Synthesis - 研究/综合分离原则
核心准则
多人并行研究，最后一个人汇总。不要让子Agent去综合——那是Coordinator的工作。
Claude Code Coordinator的工作流：
| 阶段 | 谁做 | 做什么 |
|---|---|---|
| Research | Workers（并行） | 各自研究不同方向 |
| Synthesis | Coordinator（自己） | 读取结果，形成实施规格 |
| Implementation | Workers | 按规格做改动 |
| Verification | Workers | 测试改动是否有效 |
关键规则
1. 研究阶段可以并行
- 独立的研究任务同时跑
- 各自探索不同文件/方向
- 不要让一个Worker等另一个
2. 综合阶段必须自己来
- ❌ "based on your findings"
- ✅ "Fix null pointer in src/auth/validate.ts:42"
- 综合者必须自己理解所有研究结果，不能转发给另一个Agent去综合
3. 验证必须 fresh eyes
- ❌ Continue（继续用刚写代码的Agent）
- ✅ Spawn fresh（新Agent来验证）
- 新Agent没有之前的假设，能发现问题
4. 失败优先 Continue
- 修正失败 → 继续用同一个Agent（它有错误上下文）
- 不要急着新Spawn
Fork 隔离原则
子Agent有独立对话上下文：
- 危险操作在独立空间跑
- 不会污染主对话
- 用
sessions_spawn实现隔离
应用检查表
- 研究任务是否真的独立可以并行？
- 综合判断是否应该由主Agent自己完成？
- 验证是否需要新的"眼睛"（fresh Agent）？
- 是否有需要隔离的危险操作？
参考
来源：Claude Code coordinatorMode.ts，512,000行源码研究
Usage Guidance
This skill is a guidance template (no code, no credentials) and appears coherent. Before enabling it, verify: (1) you trust the unknown source—there's no homepage or owner info beyond an ID; (2) what runtime permissions your agent has (access to repositories, files, or the sessions_spawn API), since the pattern assumes access to project files and the ability to spawn isolated sessions; (3) whether you want the agent to be allowed to invoke this skill autonomously—test in a sandbox or with limited permissions first, and review logs of any actions the agent takes when following these coordination instructions.
Capability Analysis
Type: OpenClaw Skill
Name: apollo-research-synthesis
Version: 1.0.0
The skill bundle contains only architectural guidelines and workflow instructions for multi-agent coordination (Research-Synthesis-Implementation-Verification). It lacks executable code, network requests, or instructions to access sensitive data, and actually promotes security best practices like task isolation and independent verification in SKILL.md.
Capability Assessment
Purpose & Capability
Name, description, and SKILL.md all describe a multi-agent research/synthesis coordination pattern; the skill declares no binaries, env vars, or installs that would be out-of-scope.
Instruction Scope
Instructions focus on splitting research (parallel) and synthesis (coordinator), recommending session isolation (sessions_spawn) and fresh validators. This is coherent, but it implicitly assumes the agent has access to project files and an API to spawn isolated sessions—confirm that any runtime permissions you grant to your agent (repo/file access, session-spawn capability) are intentional.
Install Mechanism
No install spec and no code files — lowest-risk instruction-only skill.
Credentials
The skill requires no environment variables, credentials, or config paths; instructions do not reference secrets or unrelated credentials.
Persistence & Privilege
always:false and no persistent installs. The skill allows normal autonomous invocation (disable-model-invocation:false), which is the platform default — acceptable here but be mindful if you allow the agent broad autonomous actions.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install apollo-research-synthesis - After installation, invoke the skill by name or use
/apollo-research-synthesis - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
多Agent任务协调：研究阶段并行，综合阶段主Agent自己完成
Metadata
Frequently Asked Questions
What is Apollo Research Synthesis?
多Agent任务协调模式：研究阶段并行执行，综合阶段由主Agent自己完成。 避免让子Agent做综合判断——那是Coordinator的工作。 触发词：并行研究、综合、汇总、Coordinator模式、多Agent协作。 It is an AI Agent Skill for Claude Code / OpenClaw, with 84 downloads so far.
How do I install Apollo Research Synthesis?
Run "/install apollo-research-synthesis" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Apollo Research Synthesis free?
Yes, Apollo Research Synthesis is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Apollo Research Synthesis support?
Apollo Research Synthesis is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Apollo Research Synthesis?
It is built and maintained by nic-yuan (@nic-yuan); the current version is v1.0.0.
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