A strategic management agent that transforms vague user requests into comprehensive, multi-wave execution plans by inferring hidden requirements.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install orchestrator-pm
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install orchestrator-pm using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Orchestrator v2: Strategic Project Manager?
Orchestrator v2 is a high-level project management skill designed for the Openclaw Skills ecosystem. Unlike standard routing agents that simply pass tasks along, Orchestrator v2 acts as a Strategic PM that reads between the lines of user input. It intelligently classifies requests into specific work buckets—such as Build, Outreach, or Strategy—and identifies what the user didn't say but definitely needs to succeed.
By serving as the brain of an agentic workflow, this skill ensures that every project is scoped correctly from the start. It bridges the gap between high-level intent and granular execution by planning parallel waves of tasks, managing dependencies, and ensuring that every sub-agent has a clear job posting with defined acceptance criteria. It is an essential component for anyone looking to scale complex operations using Openclaw Skills.
Orchestrator v2: Strategic Project Manager Use Cases
- Initiating complex development projects that require parallel execution of frontend, backend, and deployment tasks.
- Recovering from project blockers by automatically re-scoping the remaining work and updating the status.
- Managing high-volume outreach or sales campaigns where multiple administrative steps (warmup, template verification) are required.
- Translating simple requests like "Apply to this job" into full-scale research, document tailoring, and preparation workflows.
- Monitoring agentic swarms to ensure all outputs are reconciled and verified against the project goals.
How Orchestrator v2: Strategic Project Manager Works
- Classify the user request into 1-3 functional buckets such as BUILD, SYSTEM, or STRATEGY using signals from existing project files.
- Apply inference rules to add essential sub-tasks the user may have missed, such as setting up unit economics for a new product or configuring SEO for a site.
- Generate a comprehensive JOB_BOARD.md that lists all explicit and inferred tasks with effort estimations and dependency mapping.
- Organize the job list into parallel execution waves to allow multiple sub-agents to work simultaneously without conflicts.
- Create detailed job postings for each task and hand them off to the spawner skill for agent instantiation.
- Monitor execution for timeouts and failures, intervening only when necessary to keep the workflow moving.
- Reconcile all artifacts and outputs at the end of the cycle to verify project completion before reporting back to the user.
Orchestrator v2: Strategic Project Manager Setup
To deploy this skill within your environment, ensure your workspace is initialized for Openclaw Skills and follow these steps:
# Ensure your workspace contains the necessary state files
touch workspace/WORK_BUCKETS.md
touch workspace/STATUS.md
# Install the Orchestrator v2 skill
openclaw install orchestrator-v2
# Configure your bucket definitions in WORK_BUCKETS.md to match your specific workflow needs
Orchestrator v2: Strategic Project Manager Data Schema & Taxonomy
Orchestrator v2 manages project state using a structured markdown-based taxonomy within the workspace folder:
| File Name | Description |
|---|---|
WORK_BUCKETS.md |
Defines the functional categories and signal words for classification. |
JOB_BOARD.md |
Tracks active jobs, effort levels, dependencies, and specific job postings for agents. |
STATUS.md |
Maintains the current high-level state and progress of the overall project. |
insights.md |
A chronological log of strategic insights, patterns, and pivots observed by the agent. |
RISK_REGISTER.md |
Records high-score risk dimensions such as execution bottlenecks or market timing issues. |
ERRORS.md |
Located in the .learnings directory to help the agent avoid repeating past mistakes. |
Orchestrator v2: Strategic Project Manager Advanced Features
- Intelligent Scope Expansion: Automatically adds up to 3 inferred tasks to prevent common project omissions.
- Parallel Wave Scheduling: Optimizes execution speed by grouping non-dependent tasks for simultaneous processing.
- Risk Scan Engine: Evaluates every cycle for concentration risks, revenue distance, and automation ceilings.
- Automated Job Postings: Generates standardized sub-agent instructions with specific context and acceptance criteria.
- Strategic Insight Capture: Logs meta-patterns and pivots in a tweet-style format for rapid human review.
- Bucket-Aware Routing: Ensures tasks are always tagged and handled according to their functional domain within the Openclaw Skills framework.
SKILL.md
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