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wangxiaofei860208-source

Lobster Agent Summary

by wangxiaofei860208-source · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install lobster-agent-summary
Description
Agent进度摘要系统,定期检查子Agent状态并生成简短进度报告。参考Claude Code的AgentSummary机制,每30秒对子Agent生成3-5词状态摘要。
README (SKILL.md)

Agent Summary — 进度摘要系统

参考 Claude Code 的 AgentSummary 机制,用于监控子Agent工作状态。

核心机制

摘要生成

Claude Code 每30秒对子Agent的对话历史运行一次轻量查询,生成进度摘要:

  • 原文要求 Claude 用 3-5 个词描述当前正在做什么
  • ✅ "Reading runAgent.ts" — 具体
  • ✅ "Fixing null check in validate.ts" — 具体
  • ❌ "Investigating the issue" — 太模糊

优化策略

  • 复用父Agent的上下文,最大化缓存命中率
  • 摘要请求使用相同系统提示和工具列表
  • 使摘要生成的 token 成本极低

使用方式

1. 手动检查

subagents list → 获取所有Worker状态
对每个活跃Worker:
  sessions_history(sessionKey, limit=2) → 获取最新消息
  → 生成摘要

2. 在心跳中集成

在 HEARTBEAT.md 中加入 Agent Summary 检查:

## Agent Summary Check
- 检查是否有活跃的子Agent
- 如有,生成进度摘要
- 只在有变化时通知用户

3. Coordinator集成

在协调器模式下,定期检查Worker进度:

每30秒:
  1. subagents list → 获取活跃Workers
  2. 对每个Worker获取最新2条消息
  3. 生成3-5词进度摘要
  4. 汇总报告给用户(仅在变化时)

摘要格式

📊 Agent Status:
  ├─ 🟢 researcher: "Searching Rust async docs"
  ├─ 🟢 coder: "Writing unit tests for auth module"
  └─ ⚪ devops: completed ✓

注意

  • 不要频繁轮询,最多每30秒一次
  • 只在有变化时通知用户
  • 完成/失败的Agent立即报告
  • 深夜(23:00-08:00)不打扰用户
Usage Guidance
This skill appears coherent and low-risk: it only reads the list of subagents and each subagent's recent session messages to make short summaries. Before installing, confirm that (1) your platform's subagents and sessions_history APIs provide only the data you expect and respect access controls and retention policies, (2) reusing parent-agent context is acceptable for privacy in your environment (it may expose additional conversation context), and (3) the 30s polling cadence is acceptable for rate limits and cost. If summaries might include sensitive strings, consider adding redaction/filtering or reducing what session history is fetched.
Capability Analysis
Type: OpenClaw Skill Name: lobster-agent-summary Version: 1.0.0 The skill is a utility designed to monitor and summarize the progress of sub-agents within the OpenClaw environment, similar to the Claude Code AgentSummary mechanism. It uses standard internal functions like 'subagents list' and 'sessions_history' to generate brief status updates (3-5 words) every 30 seconds. There is no evidence of data exfiltration, malicious execution, or prompt injection intended to subvert the agent's behavior in SKILL.md.
Capability Assessment
Purpose & Capability
Name/description ask for periodic short summaries of sub-agents; SKILL.md only requires listing subagents and fetching recent session history — these capabilities match the stated purpose.
Instruction Scope
Instructions are narrowly scoped to calling subagents list and sessions_history(sessionKey, limit=2) and generating 3–5 word summaries every ~30s. Minor note: guidance to 'reuse parentAgent context' could broaden what context is consulted — acceptable for caching/performance but may increase exposure to additional conversation context if not carefully limited.
Install Mechanism
Instruction-only skill with no install steps or code files — lowest-risk install footprint.
Credentials
No environment variables, credentials, or unrelated config paths requested. The declared requirement for subagents and sessions_history is proportional to the stated function.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request permanent/force-included presence or system-wide config changes.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install lobster-agent-summary
  3. After installation, invoke the skill by name or use /lobster-agent-summary
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
lobster-agent-summary 1.0.0 - Initial release of the Agent进度摘要系统. - Periodically checks child Agent status and generates a concise (3–5 word) progress summary every 30 seconds. - Integrates with subagents and sessions_history for status monitoring. - Summaries only reported to the user if status changes, minimizing notifications. - Avoids disturbing users during night hours (23:00–08:00).
Metadata
Slug lobster-agent-summary
Version 1.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Lobster Agent Summary?

Agent进度摘要系统,定期检查子Agent状态并生成简短进度报告。参考Claude Code的AgentSummary机制,每30秒对子Agent生成3-5词状态摘要。 It is an AI Agent Skill for Claude Code / OpenClaw, with 112 downloads so far.

How do I install Lobster Agent Summary?

Run "/install lobster-agent-summary" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Lobster Agent Summary free?

Yes, Lobster Agent Summary is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Lobster Agent Summary support?

Lobster Agent Summary is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Lobster Agent Summary?

It is built and maintained by wangxiaofei860208-source (@wangxiaofei860208-source); the current version is v1.0.0.

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