laborany
基于 Claude Code 的桌面 AI 工作力平台 — 支持飞书/QQ 远程调度、技能创建、定时任务。OpenClaw 的桌面实现,零代码养好你的 AI 🦞 Desktop AI workforce platform built on Claude Code. Feishu/QQ bot integration, skill c...
Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install 5hanth/arbiterInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.
Quick install via ClawHub:
clawhub install arbiter
Or via bun (makes CLI commands available globally):
bun add -g arbiter-skill
Or manual:
git clone https://github.com/5hanth/arbiter-skill.git
cd arbiter-skill && npm install && npm run build
ln -s $(pwd) ~/.clawdbot/skills/arbiter
bunx arbiter-zebu)~/.arbiter/queue/ directory (created automatically by the bot)Set these in your agent's environment for automatic agent/session detection:
| Variable | Description | Example |
|---|---|---|
CLAWDBOT_AGENT |
Agent ID | ceo, swe1 |
CLAWDBOT_SESSION |
Session key | agent:ceo:main |
Do NOT use for:
Create a decision plan for human review.
CLI: arbiter-push '<json>' — takes a single JSON argument containing all fields.
arbiter-push '{
"title": "API Design Decisions",
"tag": "nft-marketplace",
"context": "SWE2 needs these decided before API work",
"priority": "normal",
"notify": "agent:swe2:main",
"decisions": [
{
"id": "auth-strategy",
"title": "Auth Strategy",
"context": "How to authenticate admin users",
"options": [
{"key": "jwt", "label": "JWT tokens", "note": "Stateless"},
{"key": "session", "label": "Sessions", "note": "More control"},...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
Agent-side CLI for pushing decisions to Arbiter Zebu. Works with Clawdbot/OpenClaw agents or standalone.
Via ClawHub (for Clawdbot/OpenClaw):
clawhub install arbiter
Via npm/bun (standalone CLI):
bun add -g arbiter-skill
bunx arbiter-zebu)~/.arbiter/queue/ directory (created automatically by the bot)Push a decision plan for human review:
arbiter-push '{
"title": "API Design Decisions",
"tag": "my-project",
"priority": "high",
"notify": "agent:swe1:main",
"decisions": [
{
"id": "auth",
"title": "Auth Method",
"context": "How to authenticate users",
"options": [
{"key": "jwt", "label": "JWT tokens"},
{"key": "session", "label": "Server sessions"},
{"key": "oauth", "label": "OAuth provider"}
]
},
{
"id": "database",
"title": "Database Choice",
"context": "Primary datastore",
"options": [
{"key": "pg", "label": "PostgreSQL"},
{"key": "mongo", "label": "MongoDB"}
]
}
]
}'
Returns:
{
"planId": "abc123",
"file": "~/.arbiter/queue/pending/ceo-api-design-abc123.md",
"total": 2,
"status": "pending"
}
Check plan status:
arbiter-status '{"planId": "abc123"}'
# or by tag
arbiter-status '{"tag": "my-project"}'
Get answers from a completed plan:
arbiter-get '{"planId": "abc123"}'
Returns:
{
"planId": "abc123",
"status": "completed",
"answers": {
"auth": "jwt",
"database": "pg"
}
}
arbiter-push writes markdown → ~/.arbiter/queue/pending/
↓
Arbiter Zebu bot detects new file
↓...
# Arbiter Skill
Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.
## Installation
**Quick install via ClawHub:**
```bash
clawhub install arbiter
```
**Or via bun (makes CLI commands available globally):**
```bash
bun add -g arbiter-skill
```
**Or manual:**
```bash
git clone https://github.com/5hanth/arbiter-skill.git
cd arbiter-skill && npm install && npm run build
ln -s $(pwd) ~/.clawdbot/skills/arbiter
```
### Prerequisites
- [Arbiter Zebu](https://github.com/5hanth/arbiter-zebu) bot running (or just `bunx arbiter-zebu`)
- `~/.arbiter/queue/` directory (created automatically by the bot)
## Environment Variables
Set these in your agent's environment for automatic agent/session detection:
| Variable | Description | Example |
|----------|-------------|---------|
| `CLAWDBOT_AGENT` | Agent ID | `ceo`, `swe1` |
| `CLAWDBOT_SESSION` | Session key | `agent:ceo:main` |
## When to Use
- Plan review before implementation
- Architectural decisions with tradeoffs
- Anything blocking that needs human judgment
- Multiple related decisions as a batch
**Do NOT use for:**
- Simple yes/no that doesn't need explanation
- Urgent real-time decisions (use direct message instead)
- Technical questions you can research yourself
## Tools
### arbiter_push
Create a decision plan for human review.
**CLI:** `arbiter-push '<json>'` — takes a single JSON argument containing all fields.
```bash
arbiter-push '{
"title": "API Design Decisions",
"tag": "nft-marketplace",
"context": "SWE2 needs these decided before API work",
"priority": "normal",
"notify": "agent:swe2:main",
"decisions": [
{
"id": "auth-strategy",
"title": "Auth Strategy",
"context": "How to authenticate admin users",
"options": [
{"key": "jwt", "label": "JWT tokens", "note": "Stateless"},
{"key": "session", "label": "Sessions", "note": "More control"},...# Arbiter Skill
Agent-side CLI for pushing decisions to [Arbiter Zebu](https://github.com/5hanth/arbiter-zebu). Works with Clawdbot/OpenClaw agents or standalone.
## Install
**Via ClawHub (for Clawdbot/OpenClaw):**
```bash
clawhub install arbiter
```
**Via npm/bun (standalone CLI):**
```bash
bun add -g arbiter-skill
```
## Prerequisites
- [Arbiter Zebu](https://github.com/5hanth/arbiter-zebu) bot running (`bunx arbiter-zebu`)
- `~/.arbiter/queue/` directory (created automatically by the bot)
## CLI Commands
### arbiter-push
Push a decision plan for human review:
```bash
arbiter-push '{
"title": "API Design Decisions",
"tag": "my-project",
"priority": "high",
"notify": "agent:swe1:main",
"decisions": [
{
"id": "auth",
"title": "Auth Method",
"context": "How to authenticate users",
"options": [
{"key": "jwt", "label": "JWT tokens"},
{"key": "session", "label": "Server sessions"},
{"key": "oauth", "label": "OAuth provider"}
]
},
{
"id": "database",
"title": "Database Choice",
"context": "Primary datastore",
"options": [
{"key": "pg", "label": "PostgreSQL"},
{"key": "mongo", "label": "MongoDB"}
]
}
]
}'
```
Returns:
```json
{
"planId": "abc123",
"file": "~/.arbiter/queue/pending/ceo-api-design-abc123.md",
"total": 2,
"status": "pending"
}
```
### arbiter-status
Check plan status:
```bash
arbiter-status '{"planId": "abc123"}'
# or by tag
arbiter-status '{"tag": "my-project"}'
```
### arbiter-get
Get answers from a completed plan:
```bash
arbiter-get '{"planId": "abc123"}'
```
Returns:
```json
{
"planId": "abc123",
"status": "completed",
"answers": {
"auth": "jwt",
"database": "pg"
}
}
```
## How It Works
```
arbiter-push writes markdown → ~/.arbiter/queue/pending/
↓
Arbiter Zebu bot detects new file
↓...基于 Claude Code 的桌面 AI 工作力平台 — 支持飞书/QQ 远程调度、技能创建、定时任务。OpenClaw 的桌面实现,零代码养好你的 AI 🦞 Desktop AI workforce platform built on Claude Code. Feishu/QQ bot integration, skill c...
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Bots learn, human earns, curated open claw playbook list and skill list for life long learners at https://botlearn.ai