A robust file-based framework for managing complex AI agent tasks through structured planning, change control, and isolated execution sessions.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install double729-plansuite
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 double729-plansuite 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 PlanSuite?
PlanSuite is a specialized workflow designed to enhance Openclaw Skills by providing a disciplined approach to project management for AI agents. It effectively separates the planning phase from the execution phase, ensuring that agents do not deviate from the project scope. By utilizing a set of persistent markdown files, PlanSuite creates a verifiable paper trail of milestones, progress, and technical findings, which is essential for maintaining context across multiple work sessions.
This framework is particularly valuable for developers and power users who need to manage long-running tasks where context pollution or logic drifting often occurs. By freezing plans before execution, PlanSuite enforces a Change Control protocol that requires explicit user confirmation before any deviation, making it one of the most reliable Openclaw Skills for professional-grade automation.
PlanSuite Use Cases
- Orchestrating multi-milestone software development tasks where progress must be tracked across different AI sessions.
- Creating a persistent knowledge base of technical decisions and "gotchas" during complex system migrations.
- Implementing a structured change management process for AI-driven research and development.
- Managing long-running agentic workflows that require periodic checkpoints and rollback capabilities.
How PlanSuite Works
- Initialization: The agent sets up the project environment by generating task_plan.md, progress.md, and findings.md using standard Openclaw Skills templates.
- Planning: The agent breaks down the user request into specific milestones, identifying risks, inputs, outputs, and the Definition of Done (DoD) for each sub-task.
- Freezing: Once the user approves the roadmap, the agent marks the plan as FINALIZED with a timestamp, preventing further changes during the active execution phase.
- Execution: The agent utilizes isolated sessions to implement sub-plans, updating the progress log and findings document after every significant step.
- Change Control: If a plan becomes unviable during execution, the agent reverts the status to DRAFT and proposes a new strategy for user re-confirmation.
PlanSuite Setup
To integrate PlanSuite with your existing Openclaw Skills, you must initialize the workspace with the required tracking files. You can do this manually or by directing your agent to use the following structure:
# Initialize the project tracking files in your working directory
touch task_plan.md progress.md findings.md
# Optional: Create a templates directory for standardized layouts
mkdir -p templates
Ensure that the AI agent has read/write permissions for these files to maintain the state of the project.
PlanSuite Data Schema & Taxonomy
PlanSuite organizes project data into three primary markdown files to ensure clarity and persistence for Openclaw Skills users:
| File Name | Responsibility | Key Elements |
|---|---|---|
| task_plan.md | Strategic Roadmap | Status, Background, Milestones, Risk Mitigation |
| progress.md | Tactical Tracking | Done, Next, Current Blockers |
| findings.md | Knowledge Capture | Critical Decisions, Command History, Rollback Procedures |
PlanSuite Advanced Features
- Isolated Session Spawning: Prevents context pollution by running execution steps in separate, clean environments.
- Status-Based Lockdowns: Enforces a strict separation between the 'thinking' phase and the 'doing' phase.
- Checkpoint Strategy: Requires the agent to restate the DoD and risks before starting any sub-plan.
- Integrated Rollback Documentation: Automatically tracks the steps necessary to revert changes if a milestone fails validation.
SKILL.md
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