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Agent Skill · 研究检索

agent-teams(Agent Teams 协作)

agent-teams 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

agent-teams 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为执行命令;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 52,043。

总安装 564周安装 24GitHub Stars 264下载 198核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:agent-teams(Agent Teams 协作)
来源仓库:https://github.com/athola/claude-night-market
仓库路径:skills/agent-teams
安装命令:
npx skills add https://github.com/athola/claude-night-market --skill agent-teams
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/athola/claude-night-market --skill agent-teams

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于协调多个 Claude CLI 进程协同完成复杂任务。基于文件系统锁机制实现无中心服务的团队通信协议。适用于需要分工协作的长流程自动化工作场景。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。运行时会创建独立 tmux 会话,注意资源占用与进程管理。

agent-teams 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/agent-teams

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/athola/claude-night-market --skill agent-teams;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

agent-teams 怎么安装?

在终端执行 npx skills add https://github.com/athola/claude-night-market --skill agent-teams。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

agent-teams 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

agent-teams 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/athola/claude-night-market --skill agent-teams 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

agent-teams 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

agent-teams 用的人多吗?

公开数据是累计安装 564 次,近一周安装 24 次,下载 198 次,GitHub 264 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

agent-teams 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 不能接受 Skill 在你机器上执行命令的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
agent-teams

Agent Teams 协作 · 本页

564264执行命令未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Table of Contents

Agent Teams Coordination

Overview

Claude Code Agent Teams enables multiple Claude CLI processes to collaborate on shared work through a filesystem-based coordination protocol. Each teammate runs as an independent claude process in a tmux pane, communicating via JSON files guarded by fcntl locks. No database, no daemon, no network layer.

This skill provides the patterns for orchestrating agent teams effectively.

When To Use

  • Parallel implementation across multiple files or modules
  • Multi-agent code review (one agent reviews, another implements fixes)
  • Large refactoring requiring coordinated changes across subsystems
  • Tasks with natural parallelism that benefit from concurrent agents

When NOT To Use

  • Single-file changes or small tasks (overhead exceeds benefit)
  • Tasks requiring tight sequential reasoning (agents coordinate loosely)
  • When claude CLI is not available or tmux is not installed

Prerequisites

# Verify Claude Code CLI
claude --version

# Verify tmux (required for split-pane mode)
tmux -V

# Enable experimental feature (set by spawner automatically)
export CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1

Protocol Architecture

~/.claude/
  teams/<team-name>/
    config.json            # Team metadata + member roster
    inboxes/
      <agent-name>.json    # Per-agent message queue
      .lock                # fcntl exclusive lock
  tasks/<team-name>/
    1.json ... N.json      # Auto-incrementing task files
    .lock                  # fcntl exclusive lock

Design principles:

  • Filesystem is the database: JSON files, atomic writes via tempfile + os.replace
  • fcntl locking: Prevents concurrent read/write corruption on inboxes and tasks
  • Numbered tasks: Auto-incrementing IDs with sequential file naming
  • Loose coupling: Agents poll their own inbox; no push notifications

Quick Start

1. Create a Team

# Programmatic team setup (via MCP or direct API)
# Team config written to ~/.claude/teams/<team-name>/config.json

The team config contains:

  • name, description, created_at (ms timestamp)
  • lead_agent_id, lead_session_id
  • members[] — array of LeadMember and TeammateMember objects

2. Spawn Teammates

Each teammate is a separate claude CLI process launched with identity flags:

claude --agent-id "backend@my-team" \
       --agent-name "backend" \
       --team-name "my-team" \
       --agent-color "#FF6B6B" \
       --parent-session-id "$SESSION_ID" \
       --agent-type "general-purpose" \
       --model sonnet

See modules/spawning-patterns.md for tmux pane management and color assignment.

3. Create Tasks with Dependencies

{
  "id": "1",
  "subject": "Implement API endpoints",
  "description": "Create REST endpoints for user management",
  "status": "pending",
  "owner": null,
  "blocks": ["3"],
  "blocked_by": [],
  "metadata": {}
}

See modules/task-coordination.md for state machine and dependency management.

4. Coordinate via Messages

{
  "from": "team-lead",
  "text": "API endpoints are ready for integration testing",
  "timestamp": "2026-02-07T22:00:00Z",
  "read": false,
  "summary": "API ready"
}

See modules/messaging-protocol.md for message types and inbox operations.

Coordination Workflow

  1. agent-teams:team-created — Initialize team config and directories
  2. agent-teams:teammates-spawned — Launch agents in tmux panes
  3. agent-teams:tasks-assigned — Create tasks with dependencies, assign owners
  4. agent-teams:coordination-active — Agents claim tasks, exchange messages, mark completion
  5. agent-teams:team-shutdown — Graceful shutdown with approval protocol

Crew Roles

Each team member has a role that determines their capabilities and task compatibility. Five roles are defined: implementer (default), researcher, tester, reviewer, and architect. Roles constrain which risk tiers an agent can handle — see modules/crew-roles.md for the full capability matrix and role-risk compatibility table.

Team Formation

For mission-level team sizing, use the Team Formation rules from references/team-formation.md. This defines:

  • Role definitions: Coordinator (mission lead), Agents (task owners), Reviewer (adversarial challenger)
  • Team sizing rules: Simple (1), Moderate (2-4), Complex (5-7), Critical (5-10)
  • Maximum team size: 10 agents (coordination overhead limit)
  • File ownership rules: Prevent conflicts with clear ownership

See references/team-formation.md for full team sizing guidance and example team formations.

Health Monitoring

Team members can be monitored for health via heartbeat messages and claim expiry. The lead polls team health every 60s with a 2-stage stall detection protocol (health_check probe + 30s wait). Stalled agents have their tasks released and are restarted or replaced following the "replace don't wait" doctrine. See modules/health-monitoring.md for the full protocol and state machine.

Module Reference

  • team-management.md: Team lifecycle, config format, member management
  • messaging-protocol.md: Message types, inbox operations, locking patterns
  • task-coordination.md: Task CRUD, state machine, dependency cycle detection
  • spawning-patterns.md: tmux spawning, CLI flags, pane management
  • crew-roles.md: Role taxonomy, capability matrix, role-risk compatibility
  • health-monitoring.md: Heartbeat protocol, stall detection, automated recovery

Integration with Conjure

Agent Teams extends the conjure delegation model:

Conjure PatternAgent Teams Equivalent
delegation-core:task-assessedagent-teams:team-created
delegation-core:handoff-plannedagent-teams:tasks-assigned
delegation-core:results-integratedagent-teams:team-shutdown
External LLM executionTeammate agent execution

Use Skill(conjure:delegation-core) first to determine if the task benefits from multi-agent coordination vs. single-service delegation.

Worktree Isolation Alternative (Claude Code 2.1.49+)

For parallel agents that modify files, isolation: worktree provides a lightweight alternative to filesystem-based coordination. Each agent runs in its own temporary git worktree, eliminating the need for fcntl locking or inbox-based conflict avoidance on shared files.

  • When to prefer worktrees over agent teams messaging: Agents work on overlapping files but don't need mid-execution communication
  • When to prefer agent teams messaging: Agents need to coordinate discoveries or adjust plans based on each other's progress
  • Combine both: Use agent teams for coordination with isolation: worktree per teammate for filesystem safety

Troubleshooting

Common Issues

tmux not found Install via package manager: brew install tmux / apt install tmux

Stale lock files If an agent crashes mid-operation, lock files may persist. Remove .lock files manually from ~/.claude/teams/<team>/inboxes/ or ~/.claude/tasks/<team>/

Orphaned tasks Tasks claimed by a crashed agent stay in_progress indefinitely. Use modules/health-monitoring.md for heartbeat-based stall detection and automatic task release. The health monitoring protocol detects unresponsive agents within 60s + 30s probe window and releases their tasks for reassignment.

Message ordering Filesystem timestamp resolution varies (HFS+ = 1s granularity). Use numbered filenames or UUID-sorted names to avoid collision on rapid message bursts.

Model errors on Bedrock/Vertex/Foundry (pre-2.1.39) Teammate agents could use incorrect model identifiers on enterprise providers, causing 400 errors. Upgrade to Claude Code 2.1.39+ for correct model ID qualification across all providers.

Nested session guard (2.1.39+) If claude refuses to launch within an existing session, ensure you're using tmux pane splitting (not subshell invocation). The guard is intentional — see modules/spawning-patterns.md for details.

Exit Criteria

  • Team created with config and directories
  • Teammates spawned and registered in config
  • Tasks created with dependency graph (no cycles)
  • Agents coordinating via inbox messages
  • Graceful shutdown completed

平台分布

Codex

38.06%
按下载量换算75

Claude

29.97%
按下载量换算59

Cursor

19.05%
按下载量换算38

Gemini CLI

9.33%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/athola/claude-night-market --skill agent-teams 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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