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Lobster Agent Summary
作者
wangxiaofei860208-source
· GitHub ↗
· v1.0.0
· MIT-0
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在 OpenClaw 中安装
/install lobster-agent-summary
功能描述
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。
使用说明 (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
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install lobster-agent-summary - 安装完成后,直接呼叫该 Skill 的名称或使用
/lobster-agent-summary触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
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).
元数据
常见问题
Lobster Agent Summary 是什么?
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。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 112 次。
如何安装 Lobster Agent Summary?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install lobster-agent-summary」即可一键安装,无需额外配置。
Lobster Agent Summary 是免费的吗?
是的,Lobster Agent Summary 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Lobster Agent Summary 支持哪些平台?
Lobster Agent Summary 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Lobster Agent Summary?
由 wangxiaofei860208-source(@wangxiaofei860208-source)开发并维护,当前版本 v1.0.0。
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