883★by 5hanth
arbiter – OpenClaw Skill
arbiter is an OpenClaw Skills integration for data analytics workflows. Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.
Skill Snapshot
| 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. OpenClaw Skills integration. |
| owner | 5hanth |
| repository | 5hanth/arbiter |
| language | Markdown |
| license | MIT |
| topics | |
| security | L1 |
| install | openclaw add @5hanth/arbiter |
| last updated | Feb 7, 2026 |
Maintainer

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"]}}}
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:
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
Prerequisites
- 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.
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"
}
arbiter_status
Check the status of a decision plan.
CLI: arbiter-status <plan-id> or arbiter-status --tag <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}
}
}
arbiter_get
Get answers from a completed plan.
CLI: arbiter-get <plan-id> or arbiter-get --tag <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
}
arbiter_await
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.
Usage Examples
Example 1: Plan Review
# 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 $PLAN_ID — waiting for human review"
Example 2: Check and Proceed
# Check if decisions are ready
STATUS=$(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 $STATUS | jq -r '.remaining') decisions"
fi
Example 3: Blocking Wait
# Wait up to 1 hour for decisions
ANSWERS=$(arbiter-await abc12345 --timeout 3600)
if [ $? -eq 0 ]; then
# Got answers, proceed
echo "Decisions ready: $ANSWERS"
else
echo "Timeout waiting for decisions"
fi
Best Practices
- Batch related decisions — Don't push one at a time
- Provide context — Human needs to understand tradeoffs
- Use tags — Makes filtering easy (
--tag project-name) - Set notify — So blocked agents get woken up
- Use priority sparingly — Reserve
urgentfor true blockers
File Locations
| Path | Purpose |
|---|---|
~/.arbiter/queue/pending/ | Plans awaiting review |
~/.arbiter/queue/completed/ | Answered plans (archive) |
~/.arbiter/queue/notify/ | Agent notifications |
Checking Notifications (Agent Heartbeat)
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
Troubleshooting
| 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 |
See Also
Arbiter Skill
Agent-side CLI for pushing decisions to Arbiter Zebu. Works with Clawdbot/OpenClaw agents or standalone.
Install
Via ClawHub (for Clawdbot/OpenClaw):
clawhub install arbiter
Via npm/bun (standalone CLI):
bun add -g arbiter-skill
Prerequisites
- 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:
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"
}
arbiter-status
Check plan status:
arbiter-status '{"planId": "abc123"}'
# or by tag
arbiter-status '{"tag": "my-project"}'
arbiter-get
Get answers from a completed plan:
arbiter-get '{"planId": "abc123"}'
Returns:
{
"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
↓
Human reviews & answers in Telegram
↓
On completion, notification written to
~/.arbiter/queue/notify/
↓
Agent picks up answers (heartbeat or poll)
JSON Fields
Push args
| Field | Required | Description |
|---|---|---|
title | Yes | Plan title |
tag | No | Project tag for filtering |
context | No | Background for the reviewer |
priority | No | low / normal / high / urgent |
notify | No | Session key to notify on completion |
decisions | Yes | Array of decision objects |
Decision object
| Field | Required | Description |
|---|---|---|
id | Yes | Unique ID within the plan |
title | Yes | Human-readable title |
context | No | Explanation for the reviewer |
options | Yes | Array of {key, label} |
allowCustom | No | Allow free-text answers |
Usage with Clawdbot
See SKILL.md for full agent integration docs.
License
MIT
Permissions & Security
Security level L1: Low-risk skills with minimal permissions. Review inputs and outputs before running in production.
Requirements
- [Arbiter Zebu](https://github.com/5hanth/arbiter-zebu) bot running (or just `bunx arbiter-zebu`) - `~/.arbiter/queue/` directory (created automatically by the bot)
FAQ
How do I install arbiter?
Run openclaw add @5hanth/arbiter in your terminal. This installs arbiter into your OpenClaw Skills catalog.
Does this skill run locally or in the cloud?
OpenClaw Skills execute locally by default. Review the SKILL.md and permissions before running any skill.
Where can I verify the source code?
The source repository is available at https://github.com/openclaw/skills/tree/main/skills/5hanth/arbiter. Review commits and README documentation before installing.
