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npx versuz@latest install boss-agent-cligit clone https://github.com/can4hou6joeng4/boss-agent-cli.gitcp boss-agent-cli/SKILL.md ~/.claude/skills/boss-agent-cli/SKILL.md# boss-agent-cli
> AI Agent 专用的 BOSS 直聘双端 CLI 工具 — 33 个顶层命令 + 7 个招聘者子命令，覆盖职位搜索、福利筛选、沟通、流水线、招聘者工作流、MCP 工具与 AI 简历优化。
## Install
### Skills CLI (Recommended)
```bash
npx skills add can4hou6joeng4/boss-agent-cli
```
### pip / uv tool
```bash
uv tool install boss-agent-cli
patchright install chromium
```
## Setup
```bash
boss login # 四级降级：Cookie 提取 → CDP → QR httpx → patchright 扫码
boss status # 验证登录态
```
## Agent Decision Tree
```
用户意图 → 选择命令链
│
├─ "帮我找工作"
│ → boss status → boss search "关键词" --city X --welfare "Y"
│ → boss detail <sid> → boss greet <sid> <jid>
│
├─ "有什么新职位？"
│ → boss watch run <name> (已有监控)
│ → boss recommend (个性化推荐)
│
├─ "我的求职进展怎样？"
│ → boss pipeline → boss follow-up → boss digest
│
├─ "帮我优化简历"
│ → boss ai analyze-jd → boss ai polish → boss ai optimize
│
├─ "查看沟通记录"
│ → boss chat → boss chatmsg <sid> → boss chat-summary <sid>
│
├─ "登录/环境有问题"
│ → boss doctor → boss login
│
└─ "不知道能做什么"
→ boss schema (返回全部能力 JSON)
```
## Commands
当前 `boss schema` 暴露：
- **33 个顶层命令**
- **`hr` 下 7 个一级招聘者子命令**
### Recruiter Workflow
| Command | Description |
|---------|-------------|
| `boss hr applications` | 查看候选人投递申请 |
| `boss hr candidates <keyword>` | 搜索候选人 |
| `boss hr chat` | 招聘者沟通列表 |
| `boss hr resume` | 查看/请求候选人简历 |
| `boss hr reply <friend_id> <message>` | 回复候选人消息 |
| `boss hr request-resume <friend_id> --job-id <id>` | 请求候选人附件简历 |
| `boss hr jobs list/online/offline` | 职位列表与上下线管理 |
### Discovery & Auth
| Command | Description |
|---------|-------------|
| `boss schema` | 返回全部命令的 JSON 自描述（Agent 首先调用，可加 `--format mcp` 直出 Model Context Protocol 工具集） |
| `boss login` | 四级降级登录（Cookie → CDP → QR httpx → patchright） |
| `boss logout` | 退出登录 |
| `boss status` | 检查登录态 |
| `boss doctor` | 诊断环境、依赖、凭据完整性、网络连通性（含智联端点跨平台探针） |
| `boss me` | 个人信息/简历/求职期望/投递记录 |
### Job Search
| Command | Description |
|---------|-------------|
| `boss search <query>` | 搜索职位（8 维筛选：城市/薪资/经验/学历/规模/行业/融资/福利） |
| `boss recommend` | 个性化推荐 |
| `boss detail <security_id>` | 职位详情（`--job-id` 走快速通道） |
| `boss show <#>` | 按编号查看上次搜索结果 |
| `boss cities` | 40 个支持城市 |
### Job Actions
| Command | Description |
|---------|-------------|
| `boss greet <sid> <jid>` | 打招呼 |
| `boss batch-greet <query>` | 批量打招呼（上限 10） |
| `boss apply <sid> <jid>` | 投递/立即沟通（幂等） |
| `boss exchange <sid>` | 交换手机/微信 |
### Communication
| Command | Description |
|---------|-------------|
| `boss chat` | 沟通列表（导出 html/md/csv/json） |
| `boss chatmsg <sid>` | 聊天消息历史 |
| `boss chat-summary <sid>` | 结构化沟通摘要（阶段/待办/风险） |
| `boss mark <sid> --label X` | 标签管理（9 种） |
| `boss interviews` | 面试邀请 |
| `boss history` | 浏览历史 |
### Pipeline & Monitoring
| Command | Description |
|---------|-------------|
| `boss pipeline` | 求职流水线（各阶段状态） |
| `boss follow-up` | 跟进提醒（超时未推进） |
| `boss digest` | 每日摘要 |
| `boss watch add/list/remove/run` | 增量监控（`run --all` 一次跑完所有预设） |
| `boss shortlist add/list/remove` | 候选池 |
| `boss preset add/list/remove` | 搜索预设 |
### Resume & AI
| Command | Description |
|---------|-------------|
| `boss resume init/list/show/edit/delete/export/import/clone/diff` | 本地简历管理 |
| `boss ai config` | 配置 AI 服务（OpenAI / Anthropic / 兼容 API） |
| `boss ai analyze-jd` | 分析岗位要求 |
| `boss ai polish` | 润色简历 |
| `boss ai optimize` | 针对岗位优化简历 |
| `boss ai suggest` | 求职建议 |
| `boss ai reply` | 招聘者消息回复草稿 |
| `boss ai interview-prep` | 基于 JD 生成模拟面试题 |
| `boss ai chat-coach` | 基于聊天记录给沟通建议 |
### System
| Command | Description |
|---------|-------------|
| `boss config list/set/reset` | 配置管理 |
| `boss clean` | 清理缓存 |
| `boss export <query>` | 导出搜索结果（CSV/JSON） |
## Agent Usage
### Step 1: Discover capabilities
```bash
boss schema
```
Returns a JSON envelope describing all 33 top-level commands, the `hr` recruiter command group, parameters, error codes, and output conventions.
### Step 2: Check auth, then act
```bash
boss status # Check auth
boss search "golang" --city 杭州 --welfare "双休" # Search with welfare filter
boss detail <security_id> --job-id <id> # View details (fast path)
boss greet <security_id> <job_id> # Send greeting
boss pipeline # Track progress
boss digest # Daily summary
boss hr applications # Recruiter inbox
boss hr candidates "golang" # Search candidates
boss hr reply <friend_id> "你好" # Recruiter reply
```
### Step 3: Parse output
All commands output structured JSON to stdout:
```json
{
"ok": true,
"schema_version": "1.0",
"command": "search",
"data": [...],
"pagination": {"page": 1, "has_more": true},
"error": null,
"hints": {"next_actions": ["boss detail <sid>"]}
}
```
- `ok: true` → exit code 0, `data` contains results
- `ok: false` → exit code 1, `error.code` + `error.recovery_action` for auto-recovery
- `hints.next_actions` → suggested next commands for the Agent to follow
### Error Recovery
| Error Code | Recoverable | Action |
|-----------|-------------|--------|
| AUTH_REQUIRED | Yes | `boss login` |
| AUTH_EXPIRED | Yes | `boss login` |
| TOKEN_REFRESH_FAILED | Yes | `boss login` |
| RATE_LIMITED | Yes | Wait and retry |
| ACCOUNT_RISK | Yes | Retry with CDP Chrome |
| NETWORK_ERROR | Yes | Retry |
| AI_NOT_CONFIGURED | Yes | `boss ai config` |
| AI_API_ERROR | Yes | Retry |
| AI_PARSE_ERROR | Yes | Retry |
| EXPORT_FAILED | Yes | Check dependencies |
| JOB_NOT_FOUND | No | — |
| ALREADY_GREETED | No | Skip |
| ALREADY_APPLIED | No | Skip |
| GREET_LIMIT | No | Inform user |
| INVALID_PARAM | No | Fix parameters |
| RESUME_NOT_FOUND | No | Check name |
| RESUME_ALREADY_EXISTS | No | Use different name |
## Output Conventions
- **stdout**: JSON only (structured envelope)
- **stderr**: Logs and progress (controlled by `--log-level`)
- **exit 0**: Success (`ok: true`)
- **exit 1**: Failure (`ok: false`)
## Welfare Filter (Core Feature)
`--welfare "双休,五险一金"` triggers deep inspection:
1. Check job's welfare tags first
2. If tags don't match, fetch full job description and search
3. Auto-paginate (up to 5 pages)
4. Each result includes `welfare_match` field explaining the match source
Keywords: `双休` `五险一金` `年终奖` `餐补` `住房补贴` `定期体检` `股票期权` `加班补助` `带薪年假`
## Requirements
- Python >= 3.10
- patchright + Chromium (for login; QR httpx mode works without browser)
- macOS / Linux / Windows
## Docs
- [Agent Quickstart](docs/agent-quickstart.md)
- [Agent Host Examples](docs/agent-hosts.md)
- [Capability Matrix](docs/capability-matrix.md)
## License
MIT