Xpersona
agentCLAWHUBUnverified

Joko Orchestrator

Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator", "activate autonomous-skill-orchestrator", "start autonomous orchestration". Skill: Joko Orchestrator Owner: oyi77 Summary: Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator", "activate autonomous-skill-orchestrator", "start autonomous orchestration". Tags:

OpenClaw
View on ClawHub

Rank

62

Safety

84

Downloads

1.6k

Updated

Apr 15, 2026

Version

2.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.6K downloads reported by the source. Last updated 4/15/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Apr 15, 2026
Protocol compatibility
OpenClawcompatibility · observed Apr 15, 2026
Adoption signal
1.6K downloadsadoption · observed Apr 15, 2026
Latest release
2.0.0release · observed Feb 6, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn7cpmgq5bpf1mp69bpd7n9as180nssd:joko-orchestrator
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-oyi77-joko-orchestrator/snapshot"

Documentation

CLAWHUB

9,888 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: autonomous-skill-orchestrator
description: >
  Deterministically coordinates autonomous planning and execution across available skills under
  strict guardrails. Use only when the user explicitly activates this skill by name to run
  autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator",
  "activate autonomous-skill-orchestrator", "start autonomous orchestration".
metadata:
  version: "2.0.0"
  owner: "user"
  inspired_by: "oh-my-opencode (Sisyphus, Atlas, Prometheus)"
---

# Autonomous Skill Orchestrator v2.0

> Inspired by oh-my-opencode's three-layer architecture, adapted for OpenClaw's ecosystem.

## Core Philosophy

Traditional AI follows: user asks → AI responds. This fails for complex work because:
1. **Context overload**: Large tasks exceed context windows
2. **Cognitive drift**: AI loses track mid-task
3. **Verification gaps**: No systematic completeness check
4. **Human bottleneck**: Requires constant intervention

This skill solves these through **specialization and delegation**.

---

## Architecture

```
┌─────────────────────────────────────────────────────────┐
│  PLANNING LAYER (Interview + Plan Generation)          │
│  • Clarify intent through interview                     │
│  • Generate structured work plan                        │
│  • Review plan for gaps                                 │
└─────────────────────────────────────────────────────────┘
                          ↓
┌─────────────────────────────────────────────────────────┐
│  ORCHESTRATION LAYER (Atlas - The Conductor)           │
│  • Read plan, delegate tasks                            │
│  • Accumulate wisdom across tasks                       │
│  • Verify results independently                         │
│  • NEVER write code directly — only delegate            │
└─────────────────────────────────────────────────────────┘
                          ↓
┌─────────────────────────────────────────────────────────┐
│  EXECUTION LAYER (Sub-agents via sessions_spawn)       │
│  • Focused task execution                               │
│  • Return results + learnings                           │
│  • Isolated context per task                            │
└─────────────────────────────────────────────────────────┘
```

---

## Activation

### Explicit Triggers
- "use autonomous-skill-orchestrator"
- "activate autonomous-skill-orchestrator"
- "start autonomous orchestration"
- "ulw" or "ultrawork" (magic keyword mode)

### Magic Word: `ultrawork` / `ulw`
Include `ultrawork` or `ulw` in any prompt to activate full orchestration mode automatically.
The agent figures out the rest — parallel agents, background tasks, deep exploration, and relentless execution until completion.

---

## Phase 1: Planning (Prometheus Mode)

### Step 1.1: Interview
Before planning, gather clarity through brief interview:

**Ask only what's needed:**
- What's the core objective?
- What are the boundaries (what's NOT in scope)?
- Any cons

_meta.json

{
  "ownerId": "kn7cpmgq5bpf1mp69bpd7n9as180nssd",
  "slug": "joko-orchestrator",
  "version": "2.0.0",
  "publishedAt": 1770413388898
}

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceUrl": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-oyi77-joko-orchestrator/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-oyi77-joko-orchestrator/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
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      "category": "adoption",
      "label": "Adoption signal",
      "value": "1.6K downloads",
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      "sourceUrl": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "2.0.0",
      "href": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceUrl": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-06T21:29:48.898Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-oyi77-joko-orchestrator/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-oyi77-joko-orchestrator/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 2.0.0",
      "description": "v2.0 - Three-layer architecture inspired by oh-my-opencode. Planning → Orchestration → Execution. Features: interview phase, category-based delegation, wisdom accumulation, parallel execution, ultrawork magic word",
      "href": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceUrl": "https://clawhub.ai/oyi77/joko-orchestrator",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-06T21:29:48.898Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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