Skill: realqiyan/agent-team-skill (version 2.1.9)

--- name: agent-team-skill description: "Manage AI agent team members with roles, skills, and task delegation. Use when: listing team members, adding/updating agents, setting the team leader, checking who has specific expertise, delegating tasks to the right agent, or coordinating multi-agent workflows. Keywords: team member, agent list, leader, expertise, delegation, PDCA workflow." license: MIT homepage: https://github.com/realqiyan/agent-team-skill allowed-tools: Bash(python3:*) Read(*.json) compatibility: Requires Python 3.10+ metadata: clawdbot: emoji: "🤖" requires: bins: - python3 --- # Agent Team Skill Manage AI agent team members with skills, roles, and task delegation. ## Team Members List all team member information: ```bash python3 scripts/team.py list ``` **Common scenarios:** - Check who is the current team leader - Find members with specific expertise before task assignment - Review team structure and available roles Output example: ```markdown ## Team Members **Alice** ⭐ Leader - coordination,planning,decision-making - agent_id: alice - expertise: task breakdown, comprehensive decisions, agent coordination - not_good_at: code development, investment analysis **Bob** - Backend Developer - backend,API,database - agent_id: bob - expertise: Python,Go,PostgreSQL - not_good_at: frontend,design # Total: 2 member(s), Leader: Alice (alice) ``` ### ⚡ Task Delegation Rules (Core Principle) **Delegation Timing:** 1. First complete prep work: understand requirements, clarify goals, confirm constraints 2. When entering implementation: identify the best person for execution, delegate to them 3. Follow up after delegation: check output quality, ensure requirements are met **Delegation Context (what to pass):** When delegating, always provide: - Original requirements and success criteria - Relevant background and context - Your execution plan and any constraints - Expected output format **Delegation Failover:** If teammate fails to complete: 1. First attempt: Send back with specific feedback for revision 2. Second attempt: Reassign to another teammate with adjusted context 3. Third attempt: Escalate to leader OR execute yourself ## 🔄 Task Processing Flow (Highest Priority) **Plan → Do → Check → Act** **IMPORTANT: This is a continuous improvement cycle. If task is incomplete in Act phase, loop back to Plan.** ### 1. Plan — Planning Phase **Goal: Prepare thoroughly, avoid blind execution** - Understand requirements and clarify questions - Define goals and success criteria - Identify risks and determine ownership - Create execution plan ### 2. Do — Execution Phase **Goal: Execute the plan while maintaining progress** - Execute or delegate based on ownership - Track progress and key decisions ### 3. Check — Checking Phase **Goal: Verify results against requirements** - Verify completeness and quality - Check compliance with standards ### 4. Act — Acting Phase **Goal: Summarize and decide next steps** - ✅ Task complete → End - ❌ Task incomplete → Loop back to Plan ## Add/Update Member Add a new member or update existing member information: ```bash python3 scripts/team.py update \ --agent-id "agent-001" \ --name "Alice" \ --role "Backend Developer" \ --is-leader "true" \ --enabled "true" \ --tags "backend,api,database" \ --expertise "python,go,postgresql" \ --not-good-at "frontend,design" \ --load-workflow "true" \ --group "backend-team" ``` Parameters: - `--agent-id`: Member unique identifier (required) - `--name`: Member name (required) - `--role`: Role/position (required) - `--is-leader`: Whether team Leader (required, true/false, only one Leader per team) - `--enabled`: Enable status true/false (required) - `--tags`: Tags, comma-separated (required) - `--expertise`: Expertise skills, comma-separated (required) - `--not-good-at`: Weak areas, comma-separated (required) - `--load-workflow`: Whether to load workflow prompts (optional, true/false, default: true for leader, false for others) - `--group`: Group name for categorization (optional, used for organizing team members) ## Reset Data Clear all team data and reset to initial state: ```bash python3 scripts/team.py reset ``` Output: ``` Team data has been reset. ``` ⚠️ **Warning**: This operation is irreversible. All data in `~/.agent-team/team.json` will be permanently deleted. ## Data Storage Team data is stored in `~/.agent-team/team.json`, shared globally. Directory is auto-created if it doesn't exist. ## Common Use Cases ### Finding the right person for a task ```bash # List team to find member with relevant expertise python3 scripts/team.py list # Look for matching tags/expertise in the output ``` ### Changing team leader Setting a new leader automatically removes leader status from the previous one: ```bash python3 scripts/team.py update --agent-id "alice" --name "Alice" --role "Team Lead" --is-leader "true" --enabled "true" --tags "coordination,planning" --expertise "management,decision-making" --not-good-at "specialized-development" ``` ### Temporarily disabling a member Set `--enabled "false"` to disable without removing: ```bash python3 scripts/team.py update --agent-id "bob" --name "Bob" --role "Backend Developer" --is-leader "false" --enabled "false" --tags "backend,api" --expertise "Python,Go" --not-good-at "frontend" ``` ### Adding a new team member ```bash python3 scripts/team.py update --agent-id "charlie" --name "Charlie" --role "Frontend Developer" --is-leader "false" --enabled "true" --tags "frontend,ui" --expertise "React,TypeScript" --not-good-at "backend,database" ``` ## Error Handling ### Data file not found If `~/.agent-team/team.json` doesn't exist, the script returns an empty team state (no error raised). ### Invalid JSON If the data file is corrupted, the script logs an error and returns an empty state: ``` [agent-team] Error loading team data: <error message> ``` ### Missing required parameters Running `update` without required parameters: ``` error: the following arguments are required: --agent-id, --name, --role, --is-leader, --enabled, --tags, --expertise, --not-good-at ``` ### Single leader constraint Only one leader can exist. Setting a new leader automatically removes leader status from the previous one: ``` Note: Removed leader status from <previous-leader-name> ``` ## References - [Plugin Installation Guide](https://github.com/realqiyan/agent-team-skill/blob/master/integrations/openclaw/agent-team/README.md) - How to install and configure the OpenClaw plugin

path: CLAUDE.md
content: # CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

## Project Overview

An AI agent team collaboration tool consisting of two components:

1. **Plugin** (`integrations/openclaw/agent-team/`) - OpenClaw native plugin that auto-injects team information and collaboration rules into system context
2. **Skill** (`scripts/team.py`) - CLI tool for managing team member data (CRUD operations)

The plugin must be installed for the skill to work properly. It injects the PDCA workflow: Plan → Do → Check → Act, with leader-specific authority rules.

## Commands

```bash
# Team management
python3 scripts/team.py list
python3 scripts/team.py update --agent-id "id" --name "Name" --role "Role" --is-leader true --enabled true --tags "tag1,tag2" --expertise "skill1" --not-good-at "weakness1"
python3 scripts/team.py reset

# Run tests
python3 -m pytest tests/ -v

# Run specific test
python3 -m pytest tests/test_team.py::test_list_empty -v
```

## Key Patterns

- **Context-Aware Injection**: Plugin checks `ctx.agentId` and only injects "Leader Authority" section to the designated leader
- **Single-Leader Constraint**: Setting a new leader automatically removes leader status from all others
- **Graceful Degradation**: Both components handle missing/invalid data files gracefully (return empty state)

## Architecture

- `scripts/team.py` - Team member CRUD (stores in `~/.agent-team/team.json`)
- `integrations/openclaw/agent-team/index.ts` - Plugin that injects team context via `before_prompt_build` hook
- `integrations/openclaw/agent-team/openclaw.plugin.json` - Plugin metadata and config schema

Uses argparse subcommands, outputs YAML format for list commands, and supports `--data-file` for custom storage paths.

## Data File Paths

Default: `~/.agent-team/team.json`

Directory is auto-created. The script handles missing/invalid files gracefully.

## Key Files to Keep in Sync

When updating collaboration rules or workflow, ensure consistency between:
- `SKILL.md` - Skill documentation (source of truth)
- `integrations/openclaw/agent-team/index.ts` - Plugin injection logic
- `README.md` - Project documentation

path: README.md
content: # Agent Team Skill

AI agent team management tool for managing team member information, including skills, roles, and task delegation.

**This skill must be used together with the OpenClaw plugin.**

## How It Works

The skill consists of two components that work together:

1. **Plugin** (`integrations/openclaw/agent-team/`) - OpenClaw native plugin that automatically injects team information and collaboration rules into system context at session start
2. **Skill** (`scripts/team.py`) - CLI tool for managing team member data (CRUD operations)

The plugin reads team data from `~/.agent-team/team.json` and injects it into the AI agent's context, enabling:
- Team member awareness
- Leader authority (approve completion, reassign tasks)
- PDCA workflow: Plan → Do → Check → Act
- Task delegation rules
- Progress recording in `memory/YYYY-MM-DD.md`

## Features

- 👥 **Member Management** - Manage team member information including skills, roles, and task assignment
- 👑 **Leader Authority** - Leader can approve task completion and reassign when delegation fails
- 🔄 **PDCA Workflow** - Plan → Do → Check → Act task processing cycle
- 📝 **Progress Recording** - Track task progress in `memory/YYYY-MM-DD.md`
- ⚡ **Auto Injection** - Plugin automatically loads team information at session start
- 🌐 **Global Sharing** - Team data is globally shared across sessions

## Installation

### Step 1: Install Plugin (Required)

The plugin must be installed for the skill to work properly.

```bash
# Method 1: Link to global extensions directory
ln -s $(pwd)/integrations/openclaw/agent-team ~/.openclaw/extensions/agent-team

# Method 2: Specify path in config
# Edit ~/.openclaw/config.json
```

Config example:
```json
{
  "plugins": {
    "load": {
      "paths": ["/path/to/agent-team-skill/integrations/openclaw/agent-team"]
    },
    "entries": {
      "agent-team": {
        "enabled": true
      }
    }
  }
}
```

For detailed configuration, see [integrations/openclaw/agent-team/README.md](./integrations/openclaw/agent-team/README.md).

### Step 2: Verify Python 3.10+

```bash
python3 --version
```

## Usage

### Managing Team Members

After installing the plugin, use the CLI to manage team data:

```bash
python3 scripts/team.py <command> [options]
```

| Command | Description |
|---------|-------------|
| `list` | List all members |
| `update` | Add/update member |
| `reset` | Reset member data |

### List Members

```bash
python3 scripts/team.py list
```

Output example:
```markdown
## Team Members

**Alice** ⭐ Leader - coordination,planning,decision-making
- agent_id: alice
- expertise: task breakdown, comprehensive decisions, agent coordination
- not_good_at: code development, investment analysis

**Bob** - Backend Developer - backend,API,database
- agent_id: bob
- expertise: Python,Go,PostgreSQL
- not_good_at: frontend,design

# Total: 2 member(s), Leader: Alice (alice)
```

### Add/Update Member

```bash
python3 scripts/team.py update \
  --agent-id "agent-001" \
  --name "Alice" \
  --role "Backend Developer" \
  --is-leader "true" \
  --enabled "true" \
  --tags "backend,api,database" \
  --expertise "python,go,postgresql" \
  --not-good-at "frontend,design"
```

Parameters:
- `--agent-id`: Member unique identifier (required)
- `--name`: Member name (required)
- `--role`: Role/position (required)
- `--is-leader`: Whether team Leader (required, true/false, only one Leader per team)
- `--enabled`: Enable status true/false (required)
- `--tags`: Tags, comma-separated (required)
- `--expertise`: Expertise skills, comma-separated (required)
- `--not-good-at`: Weak areas, comma-separated (required)

### Reset Data

Clear all team data:

```bash
python3 scripts/team.py reset
```

## Custom Data File

Use `--data-file` to specify a custom data file path:

```bash
python3 scripts/team.py --data-file /path/to/team.json list
```

Default data location: `~/.agent-team/team.json`

## Data File Format

Data is stored in JSON format:

```json
{
  "team": {
    "agent-001": {
      "agent_id": "agent-001",
      "name": "Alice",
      "role": "Backend Developer",
      "is_leader": true,
      "enabled": true,
      "tags": ["backend", "api", "database"],
      "expertise": ["python", "go", "postgresql"],
      "not_good_at": ["frontend", "design"]
    }
  }
}
```

## Use Cases

- **Team Maintenance**: Record all members and their skill information
- **Task Assignment**: Assign tasks based on member expertise and tags

## Testing

```bash
python3 -m pytest tests/
```

Test coverage:
- `test_team.py` - Member management tests (15 tests)

path: agent-team-skill-workspace/iteration-1/benchmark.json
content: {
  "skill_name": "agent-team-skill",
  "iteration": 1,
  "timestamp": "2026-03-27",
  "configurations": [
    {
      "name": "with_skill",
      "pass_rate": 1.0,
      "total_assertions": 13,
      "passed_assertions": 13,
      "avg_time_seconds": 52.1,
      "avg_tokens": 22696,
      "evals": [
        {"eval_id": 1, "name": "list-members", "passed": 2, "total": 2, "time_seconds": 46.6, "tokens": 22436},
        {"eval_id": 2, "name": "add-member", "passed": 5, "total": 5, "time_seconds": 46.8, "tokens": 22435},
        {"eval_id": 3, "name": "set-leader", "passed": 3, "total": 3, "time_seconds": 60.8, "tokens": 23349},
        {"eval_id": 4, "name": "find-expert", "passed": 3, "total": 3, "time_seconds": 54.3, "tokens": 22564}
      ]
    },
    {
      "name": "without_skill",
      "pass_rate": 1.0,
      "total_assertions": 13,
      "passed_assertions": 13,
      "avg_time_seconds": 56.6,
      "avg_tokens": 21413,
      "evals": [
        {"eval_id": 1, "name": "list-members", "passed": 2, "total": 2, "time_seconds": 48.4, "tokens": 20097},
        {"eval_id": 2, "name": "add-member", "passed": 5, "total": 5, "time_seconds": 51.0, "tokens": 20388},
        {"eval_id": 3, "name": "set-leader", "passed": 3, "total": 3, "time_seconds": 74.5, "tokens": 23967},
        {"eval_id": 4, "name": "find-expert", "passed": 3, "total": 3, "time_seconds": 52.6, "tokens": 21188}
      ]
    }
  ],
  "delta": {
    "pass_rate": 0.0,
    "time_seconds": -4.5,
    "tokens": 1283
  }
}

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/eval_metadata.json
content: {
  "eval_id": 1,
  "eval_name": "list-members",
  "prompt": "查看当前团队有哪些成员",
  "assertions": [
    {"id": "a1", "text": "执行了 team.py list 命令", "expected": true},
    {"id": "a2", "text": "显示了团队成员列表", "expected": true}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/with_skill/grading.json
content: {
  "expectations": [
    {"text": "执行了 team.py list 命令", "passed": true, "evidence": "输出中包含 'python3 /home/yhb/work/agent-team-skill/scripts/team.py list'"},
    {"text": "显示了团队成员列表", "passed": true, "evidence": "输出了 6 个团队成员的详细信息，包括小Q、小码、小谦、大钱、小权、Bob"}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/with_skill/outputs/team-list-output.md
content: # Team Members List Output

## Command Executed
```bash
python3 /home/yhb/work/agent-team-skill/scripts/team.py list
```

## Output

## Team Members

**小Q** ⭐ Leader - 协调,统筹,决策,兜底
- agent_id: main
- expertise: 任务拆解与分配,上传下达,结果负责,批判思维,推进改进,质量把关,深度分析,综合决策,agent统筹协调,兜底解决问题
- not_good_at: 代码开发,投资分析,交易执行

**小码** - 开发主管 - 开发,编程,代码,架构
- agent_id: coder
- expertise: 需求分析,架构设计,方案设计,编码,代码审查,重构规划
- not_good_at: 投资相关问题,非开发类工作

**小谦** - 投资顾问 - 基金,期权,投资,持仓,策略,股票
- agent_id: qian
- expertise: 基金分析,股票技术分析,期权策略,持仓管理,投资组合分析,投资规划,组合回测,风险评估,财经资讯查询,股票价格查询,K线查询,技术指标查询,财经新闻查询
- not_good_at: 交易执行,下单操作,代码开发,非投资和金融类问题

**大钱** - 交易员 - 交易,执行,下单
- agent_id: trader
- expertise: 交易执行,下单操作,订单管理,仓位调整
- not_good_at: 投资分析,策略制定,代码开发,非交易类工作

**小权** - 期权策略分析师 - 期权,策略,深度分析
- agent_id: options
- expertise: 期权策略深度分析,波动率建模,多腿组合设计,风险收益模拟,Greeks敏感性分析
- not_good_at: 交易执行,非期权类问题

**Bob** - Backend Developer - backend,api,database
- agent_id: bob
- expertise: Python,Go
- not_good_at: frontend

# Total: 6 member(s), Leader: 小Q (main)

## Analysis

The team currently has 6 members:

| Name | Agent ID | Role | Leader | Tags | Key Expertise |
|------|----------|------|--------|------|---------------|
| 小Q | main | Leader | Yes | 协调,统筹,决策,兜底 | Task coordination, decision-making, quality control |
| 小码 | coder | 开发主管 | No | 开发,编程,代码,架构 | Architecture design, coding, code review |
| 小谦 | qian | 投资顾问 | No | 基金,期权,投资,持仓,策略,股票 | Investment analysis, portfolio management |
| 大钱 | trader | 交易员 | No | 交易,执行,下单 | Trade execution, order management |
| 小权 | options | 期权策略分析师 | No | 期权,策略,深度分析 | Options strategy, volatility modeling |
| Bob | bob | Backend Developer | No | backend,api,database | Python, Go |

### Key Observations
1. The team has a clear leader (小Q) who handles coordination and decision-making
2. Roles are well-defined with complementary expertise:
   - Development: 小码, Bob
   - Investment/Finance: 小谦, 大钱, 小权
   - Leadership/Coordination: 小Q
3. Each member has clear "not good at" areas for task delegation guidance
4. Data stored in: `~/.agent-team/team.json`

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/with_skill/timing.json
content: total_tokens: 22436
duration_ms: 46583
total_duration_seconds: 46.6

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/without_skill/grading.json
content: {
  "expectations": [
    {"text": "执行了 team.py list 命令", "passed": true, "evidence": "输出中包含 'python3 scripts/team.py list'"},
    {"text": "显示了团队成员列表", "passed": true, "evidence": "输出了 5 个团队成员的详细信息，包括小Q、小码、小谦、大钱、小权"}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/without_skill/outputs/team-list-output.md
content: # Team List Command Output

## Command
```bash
python3 scripts/team.py list
```

## Output

## Team Members

**小Q** ⭐ Leader - 协调,统筹,决策,兜底
- agent_id: main
- expertise: 任务拆解与分配,上传下达,结果负责,批判思维,推进改进,质量把关,深度分析,综合决策,agent统筹协调,兜底解决问题
- not_good_at: 代码开发,投资分析,交易执行

**小码** - 开发主管 - 开发,编程,代码,架构
- agent_id: coder
- expertise: 需求分析,架构设计,方案设计,编码,代码审查,重构规划
- not_good_at: 投资相关问题,非开发类工作

**小谦** - 投资顾问 - 基金,期权,投资,持仓,策略,股票
- agent_id: qian
- expertise: 基金分析,股票技术分析,期权策略,持仓管理,投资组合分析,投资规划,组合回测,风险评估,财经资讯查询,股票价格查询,K线查询,技术指标查询,财经新闻查询
- not_good_at: 交易执行,下单操作,代码开发,非投资和金融类问题

**大钱** - 交易员 - 交易,执行,下单
- agent_id: trader
- expertise: 交易执行,下单操作,订单管理,仓位调整
- not_good_at: 投资分析,策略制定,代码开发,非交易类工作

**小权** - 期权策略分析师 - 期权,策略,深度分析
- agent_id: options
- expertise: 期权策略深度分析,波动率建模,多腿组合设计,风险收益模拟,Greeks敏感性分析
- not_good_at: 交易执行,非期权类问题

# Total: 5 member(s), Leader: 小Q (main)

## Analysis

The team currently has 5 members:

| Name | Role | Agent ID | Is Leader | Expertise Summary |
|------|------|----------|-----------|-------------------|
| 小Q | 协调,统筹,决策,兜底 | main | Yes (⭐) | 任务拆解与分配,上传下达,结果负责,批判思维,推进改进,质量把关,深度分析,综合决策,agent统筹协调,兜底解决问题 |
| 小码 | 开发主管 | coder | No | 需求分析,架构设计,方案设计,编码,代码审查,重构规划 |
| 小谦 | 投资顾问 | qian | No | 基金分析,股票技术分析,期权策略,持仓管理,投资组合分析,投资规划,组合回测,风险评估,财经资讯查询,股票价格查询,K线查询,技术指标查询,财经新闻查询 |
| 大钱 | 交易员 | trader | No | 交易执行,下单操作,订单管理,仓位调整 |
| 小权 | 期权策略分析师 | options | No | 期权策略深度分析,波动率建模,多腿组合设计,风险收益模拟,Greeks敏感性分析 |

**Key Observations:**
1. There is one designated leader (小Q) with agent_id "main"
2. Each member has clearly defined expertise areas and limitations (not_good_at)
3. The team covers: leadership/coordination, development, investment advisory, trading execution, and options analysis
4. Data is stored in `~/.agent-team/team.json` per the script configuration

path: agent-team-skill-workspace/iteration-1/eval-1-list-members/without_skill/timing.json
content: total_tokens: 20097
duration_ms: 48378
total_duration_seconds: 48.4

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/eval_metadata.json
content: {
  "eval_id": 2,
  "eval_name": "add-member",
  "prompt": "添加一个新成员，名叫 Bob，角色是后端开发，擅长 Python 和 Go，不擅长前端",
  "assertions": [
    {"id": "a1", "text": "执行了 team.py update 命令", "expected": true},
    {"id": "a2", "text": "成员名为 Bob", "expected": true},
    {"id": "a3", "text": "角色包含后端开发/Backend Developer", "expected": true},
    {"id": "a4", "text": "技能包含 Python 和 Go", "expected": true},
    {"id": "a5", "text": "不擅长领域包含前端/frontend", "expected": true}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/with_skill/grading.json
content: {
  "expectations": [
    {"text": "执行了 team.py update 命令", "passed": true, "evidence": "命令 'python3 /home/yhb/work/agent-team-skill/scripts/team.py update --agent-id bob ...'"},
    {"text": "成员名为 Bob", "passed": true, "evidence": "输出显示 'Added member: Bob (bob)'"},
    {"text": "角色包含后端开发/Backend Developer", "passed": true, "evidence": "角色为 'Backend Developer'"},
    {"text": "技能包含 Python 和 Go", "passed": true, "evidence": "expertise 参数为 'Python,Go'"},
    {"text": "不擅长领域包含前端/frontend", "passed": true, "evidence": "not-good-at 参数为 'frontend'"}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/with_skill/outputs/add-member-result.md
content: ## Command: Add New Team Member

```bash
python3 /home/yhb/work/agent-team-skill/scripts/team.py update --agent-id "bob" --name "Bob" --role "Backend Developer" --is-leader "false" --enabled "true" --tags "backend,api,database" --expertise "Python,Go" --not-good-at "frontend"
```

## Output

```
Added member: Bob (bob)
```

## Verification

After adding, the team list shows:

```markdown
## Team Members

**小Q** ⭐ Leader - 协调,统筹,决策,兜底
- agent_id: main
- expertise: 任务拆解与分配,上传下达,结果负责,批判思维,推进改进,质量把关,深度分析,综合决策,agent统筹协调,兜底解决问题
- not_good_at: 代码开发,投资分析,交易执行

**小码** - 开发主管 - 开发,编程,代码,架构
- agent_id: coder
- expertise: 需求分析,架构设计,方案设计,编码,代码审查,重构规划
- not_good_at: 投资相关问题,非开发类工作

**小谦** - 投资顾问 - 基金,期权,投资,持仓,策略,股票
- agent_id: qian
- expertise: 基金分析,股票技术分析,期权策略,持仓管理,投资组合分析,投资规划,组合回测,风险评估,财经资讯查询,股票价格查询,K线查询,技术指标查询,财经新闻查询
- not_good_at: 交易执行,下单操作,代码开发,非投资和金融类问题

**大钱** - 交易员 - 交易,执行,下单
- agent_id: trader
- expertise: 交易执行,下单操作,订单管理,仓位调整
- not_good_at: 投资分析,策略制定,代码开发,非交易类工作

**小权** - 期权策略分析师 - 期权,策略,深度分析
- agent_id: options
- expertise: 期权策略深度分析,波动率建模,多腿组合设计,风险收益模拟,Greeks敏感性分析
- not_good_at: 交易执行,非期权类问题

**Bob** - Backend Developer - backend,api,database
- agent_id: bob
- expertise: Python,Go
- not_good_at: frontend

# Total: 6 member(s), Leader: 小Q (main)
```

## Summary

New team member Bob has been successfully added with:
- Name: Bob
- Agent ID: bob
- Role: Backend Developer
- Tags: backend,api,database
- Expertise: Python, Go
- Not good at: frontend
- Leader status: false (regular member)
- Enabled: true

Bob is now the 6th member of the team.

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/with_skill/timing.json
content: total_tokens: 22435
duration_ms: 46750
total_duration_seconds: 46.8

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/without_skill/grading.json
content: {
  "expectations": [
    {"text": "执行了 team.py update 命令", "passed": true, "evidence": "命令 'python3 /home/yhb/work/agent-team-skill/scripts/team.py update --agent-id bob ...'"},
    {"text": "成员名为 Bob", "passed": true, "evidence": "输出显示 'Updated member: Bob (bob)'"},
    {"text": "角色包含后端开发/Backend Developer", "passed": true, "evidence": "角色为 '后端开发'"},
    {"text": "技能包含 Python 和 Go", "passed": true, "evidence": "expertise 参数为 'Python, Go'"},
    {"text": "不擅长领域包含前端/frontend", "passed": true, "evidence": "not-good-at 参数为 '前端'"}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/without_skill/outputs/add-member-result.txt
content: ## Task: Add New Team Member

### Command Executed
```bash
python3 /home/yhb/work/agent-team-skill/scripts/team.py update --agent-id "bob" --name "Bob" --role "后端开发" --is-leader false --enabled true --tags "backend" --expertise "Python, Go" --not-good-at "前端"
```

### Output
```
Updated member: Bob (bob)
```

### Verification - Team List

## Team Members

**小Q** ⭐ Leader - 协调,统筹,决策,兜底
- agent_id: main
- expertise: 任务拆解与分配,上传下达,结果负责,批判思维,推进改进,质量把关,深度分析,综合决策,agent统筹协调,兜底解决问题
- not_good_at: 代码开发,投资分析,交易执行

**小码** - 开发主管 - 开发,编程,代码,架构
- agent_id: coder
- expertise: 需求分析,架构设计,方案设计,编码,代码审查,重构规划
- not_good_at: 投资相关问题,非开发类工作

**小谦** - 投资顾问 - 基金,期权,投资,持仓,策略,股票
- agent_id: qian
- expertise: 基金分析,股票技术分析,期权策略,持仓管理,投资组合分析,投资规划,组合回测,风险评估,财经资讯查询,股票价格查询,K线查询,技术指标查询,财经新闻查询
- not_good_at: 交易执行,下单操作,代码开发,非投资和金融类问题

**大钱** - 交易员 - 交易,执行,下单
- agent_id: trader
- expertise: 交易执行,下单操作,订单管理,仓位调整
- not_good_at: 投资分析,策略制定,代码开发,非交易类工作

**小权** - 期权策略分析师 - 期权,策略,深度分析
- agent_id: options
- expertise: 期权策略深度分析,波动率建模,多腿组合设计,风险收益模拟,Greeks敏感性分析
- not_good_at: 交易执行,非期权类问题

**Bob** - 后端开发 - backend
- agent_id: bob
- expertise: Python, Go
- not_good_at: 前端

# Total: 6 member(s), Leader: 小Q (main)

### Confirmation
Successfully added new team member Bob with the following attributes:
- Name: Bob
- Agent ID: bob
- Role: 后端开发 (Backend Developer)
- Tags: backend
- Expertise: Python, Go
- Not Good At: 前端 (Frontend)
- Is Leader: false
- Enabled: true

path: agent-team-skill-workspace/iteration-1/eval-2-add-member/without_skill/timing.json
content: total_tokens: 20388
duration_ms: 51042
total_duration_seconds: 51

path: agent-team-skill-workspace/iteration-1/eval-3-set-leader/eval_metadata.json
content: {
  "eval_id": 3,
  "eval_name": "set-leader",
  "prompt": "把 Alice 设为团队 Leader",
  "assertions": [
    {"id": "a1", "text": "执行了 team.py update 命令", "expected": true},
    {"id": "a2", "text": "Alice 被设为 Leader", "expected": true},
    {"id": "a3", "text": "之前的 Leader 状态被自动移除", "expected": true}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-3-set-leader/with_skill/grading.json
content: {
  "expectations": [
    {"text": "执行了 team.py update 命令", "passed": true, "evidence": "命令 'python3 /home/yhb/work/agent-team-skill/scripts/team.py update --agent-id alice ...'"},
    {"text": "Alice 被设为 Leader", "passed": true, "evidence": "输出显示 'Added member: Alice (alice) (Leader)' 和 '**Alice** ⭐ Team Leader'"},
    {"text": "之前的 Leader 状态被自动移除", "passed": true, "evidence": "输出显示 'Note: Removed leader status from 小Q'"}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-3-set-leader/with_skill/outputs/set-leader-output.md
content: # Set Alice as Team Leader - Command Output

## Command Executed
```bash
python3 /home/yhb/work/agent-team-skill/scripts/team.py update \
  --agent-id "alice" \
  --name "Alice" \
  --role "Team Leader" \
  --is-leader "true" \
  --enabled "true" \
  --tags "leadership,coordination,planning" \
  --expertise "task delegation,team coordination,decision making" \
  --not-good-at "specialized development,trading execution"
```

## Result
```
Note: Removed leader status from 小Q
Added member: Alice (alice) (Leader)
```

## Verification - Team List
```
## Team Members

**小Q** - Leader - 协调,统筹,决策,兜底
- agent_id: main
- expertise: 任务拆解与分配,上传下达,结果负责,批判思维,推进改进,质量把关,深度分析,综合决策,agent统筹协调,兜底解决问题
- not_good_at: 代码开发,投资分析,交易执行

**小码** - 开发主管 - 开发,编程,代码,架构
- agent_id: coder
- expertise: 需求分析,架构设计,方案设计,编码,代码审查,重构规划
- not_good_at: 投资相关问题,非开发类工作

**小谦** - 投资顾问 - 基金,期权,投资,持仓,策略,股票
- agent_id: qian
- expertise: 基金分析,股票技术分析,期权策略,持仓管理,投资组合分析,投资规划,组合回测,风险评估,财经资讯查询,股票价格查询,K线查询,技术指标查询,财经新闻查询
- not_good_at: 交易执行,下单操作,代码开发,非投资和金融类问题

**大钱** - 交易员 - 交易,执行,下单
- agent_id: trader
- expertise: 交易执行,下单操作,订单管理,仓位调整
- not_good_at: 投资分析,策略制定,代码开发,非交易类工作

**小权** - 期权策略分析师 - 期权,策略,深度分析
- agent_id: options
- expertise: 期权策略深度分析,波动率建模,多腿组合设计,风险收益模拟,Greeks敏感性分析
- not_good_at: 交易执行,非期权类问题

**Bob** - 后端开发 - backend
- agent_id: bob
- expertise: Python,Go
- not_good_at: 前端

**Alice** ⭐ Team Leader - leadership,coordination,planning
- agent_id: alice
- expertise: task delegation,team coordination,decision making
- not_good_at: specialized development,trading execution

# Total: 7 member(s), Leader: Alice (alice)
```

## Confirmation

- [x] Alice has been added as a new team member
- [x] Alice has been set as the team leader (marked with ⭐)
- [x] Previous leader (小Q) has had leader status removed automatically
- [x] Team now has 7 members with Alice as the leader

path: agent-team-skill-workspace/iteration-1/eval-3-set-leader/with_skill/timing.json
content: total_tokens: 23349
duration_ms: 60789
total_duration_seconds: 60.8

path: agent-team-skill-workspace/iteration-1/eval-3-set-leader/without_skill/grading.json
content: {
  "expectations": [
    {"text": "执行了 team.py update 命令", "passed": true, "evidence": "输出显示 'Updated member: Alice (alice) (Leader)'"},
    {"text": "Alice 被设为 Leader", "passed": true, "evidence": "输出显示 '**Alice** ⭐ Team Leader' 和 'Leader: Alice (alice)'"},
    {"text": "之前的 Leader 状态被自动移除", "passed": true, "evidence": "小Q 不再有 ⭐ 标记，且 Team Members 列表中显示 Alice 为 Leader"}
  ]
}

path: agent-team-skill-workspace/iteration-1/eval-3-set-leader/without_skill/timing.json
content: total_tokens: 23967
duration_ms: 74498
total_duration_seconds: 74.5

path: agent-team-skill-workspace/iteration-1/eval-4-find-expert/with_skill/timing.json
content: total_tokens: 22564
duration_ms: 54307
total_duration_seconds: 54.3

Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (HIGH)