spawn-planner

name	spawn-planner
description	Orchestrate a batch topic research session. Activate when user asks to plan content for a period, create a content calendar, or generate multiple topics at once. Trigger: "帮我找选题" / "调研一下" / "内容规划" / "这周写什么".

Spawn Planner

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

Inputs

Parameter	Source	Required	Description
topic_count	User message (e.g. "想3个选题")	No	Number of topics requested (default: 3)
direction	User message (e.g. "围绕 AI 方向")	No	Specific topic direction or theme
user_requirements	Any additional constraints from user	No	Extra instructions

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

Failure	Action
Web search fails	Use general knowledge. Note in description that no live data was available.
Topic save fails	Log error, continue with remaining topics. Report partial results.

Changelog

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