This skill should be used when the user asks to "/do-agent", asks for "Execute complex tasks using multi-agent architecture with context protection", or needs the workflow previously provided by the /do-agent slash command.
Scanned 9/3/2026
Install to Claude Code
npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill do-agent --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: do-agent
description: This skill should be used when the user asks to "/do-agent", asks for "Execute complex tasks using multi-agent architecture with context protection", or needs the workflow previously provided by the /do-agent slash command.
version: 0.1.0
---
Explore and ultrathink to design a systematic multi-agent, multi-stage (up to 10 subagents in parallel in each stage) execution plan to accomplish: $ARGUMENTS
执行模式:explore → ultrathink → plan → track → execute → review → revise → deliver final output
Note:
- Get the current Date and Time (Beijing time)
- 创建临时工作目录 `agent_tasks/{short task description}_yyyyddmmhh/` 作为临时工作空间(if a folder with this name already exists, make a new one to avoid overwriting existing materals)
- When assigning tasks to subagents, specify their input and output files explicitly
- 每个子代理必须自己将处理结果立即保存到本地文件,不要返回给主代理!子代理自己马上保存,不要返回给主代理!
- 严禁将子代理完整输出返回主代理;只返回状态摘要
- 第一个本地输出文件:multi-agent execution plan 文档 `agent_tasks/{short task description}_yyyyddmmhh/plan.md`
- The main/mother agent must allow all Read + Write + Bash tools for all sub-agents
- Apply context engineering — main agent context is scarce
- The execution plan must include (at minimum) these four phases, each with multiple agents (in parallel when possible):
1. 规划阶段:信息收集与方案规划
2. 实施阶段:执行与整合任务结果
3. 对任务结果进行审阅与反馈
4. 根据审阅反馈,对任务结果进行全面修订
- Do not ask for plan approval, just set up the tasks tracking and do it once the planning phase finished
- Complete automation of the entire process, from planning to execution to review and revision, without any human intervention
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