Spawn Planner

Spawn Planner

Orchestrator skill. Coordinates a research session to generate multiple topics. In OpenClaw, spawns a sub-agent. In Claude Code, executes inline.

Inputs

Steps

1. Extract inputs from user message.

   • IF user specifies a count (e.g. "想5个") THEN set topic_count.
   • IF user specifies a direction THEN set direction.
   • ELSE use defaults: topic_count = 3, direction = auto.

2. Notify user immediately:

   好，我去调研一下，给你找 {topic_count} 个选题，稍等几分钟。

3. Execute the research workflow (load research skill logic):

   a. Read ~/.autocrew/MEMORY.md for brand context and competitor accounts. b. Use web_search to gather trending data for the user's industry. c. If competitor accounts are known, research their recent content. d. Generate topic_count topic ideas following the research skill's quality gates.

4. Save each topic using autocrew_topic tool:

   { "action": "create", "title": "...", "description": "...", "tags": [...], "source": "..." }
   

5. Report results to user:

   调研完成，共找到 {count} 个选题：
   
   1. {title_1}
      {description_1}
   
   2. {title_2}
      {description_2}
   
   ...
   
   要选一个开始写吗？或者我继续调研其他方向。
   

Guidelines

• Aim for a mix: competitor-inspired + trending + evergreen + seasonal
• Tag topics with priority (high/medium/low) in the tags array
• Include platform recommendations in each topic description
• Don't over-plan — match the user's stated capacity

Error Handling

Changelog

• 2026-03-31: v1 — Adapted from Qingmo spawn-planner.md. Removed sessions_spawn dependency. Executes research inline instead of spawning sub-agent.