Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.
数据来源:ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一:命令行安装(推荐)
推荐(无需提前安装 clawhub)
npx clawhub@latest --dir ~/.claude/skills install arbiter或使用 clawhub CLI(需提前安装)
clawhub --dir ~/.claude/skills install arbiter⚠️ 需要 Node.js 18+,没有 Node?请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二:手动下载安装(无需 Node)
下载 ZIP,解压后将文件夹放到以下路径,重启 Agent 即可:
安装路径
~/.claude/skills/arbiter/💡解压后将文件夹放到上方路径,重启 Agent 即可生效
--- name: arbiter description: Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding. metadata: {"openclaw":{"requires":{"bins":["arbiter-push"]}}} ---
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 ' — 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"},
{"key": "oauth", "label": "OAuth", "note": "External provider"}
]
},
{
"id": "database",
"title": "Database Choice",
"context": "Primary datastore",
"options": [
{"key": "postgresql", "label": "PostgreSQL + JSONB"},
{"key": "mongodb", "label": "MongoDB"}
],
"allowCustom": true
}
]
}'
JSON Fields:
| Field | Required | Description | |-------|----------|-------------| | title | Yes | Plan title | | tag | No | Tag for filtering (e.g., project name) | | context | No | Background for reviewer | | priority | No | low, normal, high, urgent (default: normal) | | notify | No | Session to notify when complete | | agent | No | Agent ID (auto-detected from CLAWDBOT_AGENT env) | | session | No | Session key (auto-detected from CLAWDBOT_SESSION env) | | decisions | Yes | Array of decisions |
Decision object:
| Field | Required | Description | |-------|----------|-------------| | id | Yes | Unique ID within plan | | title | Yes | Decision title | | context | No | Explanation for reviewer | | options | Yes | Array of {key, label, note?} | | allowCustom | No | Allow free-text answer (default: false) | | default | No | Suggested option key |
Returns:
{
"planId": "abc123",
"file": "~/.arbiter/queue/pending/ceo-api-design-abc123.md",
"total": 2,
"status": "pending"
}
Check the status of a decision plan.
CLI: arbiter-status or arbiter-status --tag
arbiter-status abc12345
# or
arbiter-status --tag nft-marketplace
Returns:
{
"planId": "abc123",
"title": "API Design Decisions",
"status": "in_progress",
"total": 3,
"answered": 1,
"remaining": 2,
"decisions": {
"auth-strategy": {"status": "answered", "answer": "jwt"},
"database": {"status": "pending", "answer": null},
"caching": {"status": "pending", "answer": null}
}
}
Get answers from a completed plan.
CLI: arbiter-get or arbiter-get --tag
arbiter-get abc12345
# or
arbiter-get --tag nft-marketplace
Returns:
{
"planId": "abc123",
"status": "completed",
"completedAt": "2026-01-30T01:45:00Z",
"answers": {
"auth-strategy": "jwt",
"database": "postgresql",
"caching": "redis"
}
}
Error if not complete:
{
"error": "Plan not complete",
"status": "in_progress",
"remaining": 2
}
Block until plan is complete (with timeout).
arbiter-await abc12345 --timeout 3600
Polls every 30 seconds until complete or timeout.
Returns: Same as arbiter_get on completion.
# Push plan decisions (single JSON argument)
RESULT=$(arbiter-push '{"title":"Clean IT i18n Plan","tag":"clean-it","priority":"high","notify":"agent:swe3:main","decisions":[{"id":"library","title":"i18n Library","options":[{"key":"i18next","label":"i18next"},{"key":"formatjs","label":"FormatJS"}]},{"id":"keys","title":"Key Structure","options":[{"key":"flat","label":"Flat (login.button)"},{"key":"nested","label":"Nested ({login:{button}})"}]}]}')
PLAN_ID=$(echo $RESULT | jq -r '.planId')
echo "Pushed plan $PLAN_ID — waiting for human review"
# Check if decisions are ready
STATUS=$(arbiter-status --tag nft-marketplace)
if [ "$(echo $STATUS | jq -r '.status')" == "completed" ]; then
ANSWERS=$(arbiter-get --tag nft-marketplace)
AUTH=$(echo $ANSWERS | jq -r '.answers["auth-strategy"]')
echo "Using auth strategy: $AUTH"
# Proceed with implementation
else
echo "Still waiting for $(echo $STATUS | jq -r '.remaining') decisions"
fi
# Wait up to 1 hour for decisions
ANSWERS=$(arbiter-await abc12345 --timeout 3600)
if [ $? -eq 0 ]; then
# Got answers, proceed
echo "Decisions ready: $ANSWERS"
else
echo "Timeout waiting for decisions"
fi
--tag project-name)urgent for true blockers| Path | Purpose | |------|---------| | ~/.arbiter/queue/pending/ | Plans awaiting review | | ~/.arbiter/queue/completed/ | Answered plans (archive) | | ~/.arbiter/queue/notify/ | Agent notifications |
In your HEARTBEAT.md, add:
## Check Arbiter Notifications
1. Check if `~/.arbiter/queue/notify/` has files for my session
2. If yes, read answers and proceed with blocked work
3. Delete notification file after processing
| Issue | Solution | |-------|----------| | Plan not showing in Arbiter | Check file is valid YAML frontmatter | | Answers not appearing | Check arbiter_status, may be incomplete | | Notification not received | Ensure --notify was set correctly |
安装 Arbiter 后,可以对 AI 说这些话来触发它
Help me get started with Arbiter
Explains what Arbiter does, walks through the setup, and runs a quick demo based on your current project
Use Arbiter to push decisions to Arbiter Zebu for async human review
Invokes Arbiter with the right parameters and returns the result directly in the conversation
What can I do with Arbiter in my documents & notes workflow?
Lists the top use cases for Arbiter, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/arbiter/ 目录(个人级,所有项目可用),或 .claude/skills/arbiter/(项目级)。重启 AI 客户端后,用 /arbiter 主动调用,或让 AI 根据上下文自动发现并使用。
Arbiter 支持 Claude、Cursor、OpenClaw,可与这些 AI 平台无缝集成,扩展其能力。
Arbiter 可免费安装使用。请查阅仓库了解许可证信息。
Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.
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