An AI-driven assistant skill designed to simplify complex workflow planning, restructure adaptive tasks, and optimize file-handling limits.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install workflow-planner-simplifier-122817
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 workflow-planner-simplifier-122817 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 Workflow Planner Simplifier?
The Workflow Planner Simplifier is a specialized agent skill designed to streamline complex development workflows and enhance system planning. It specifically assists in managing planning enhancements, such as migrating away from restrictive per-node file ceilings to unified, cohesive write sets grouped by the planner. This skill ensures developers can easily restructure workflow execution pathways without manually coordinating file distribution constraints.
By deploying this tool within the Openclaw Skills ecosystem, teams can automate the generation of implementation plans, checklists, and code change templates. This mitigates coordination bottlenecks, optimizes developer productivity, and helps developers build modular, highly cohesive software architectures.
Workflow Planner Simplifier Use Cases
- Refactoring Planner Architectures: Streamlining how AI agents and system planners manage file ceilings, enabling grouped cohesive writes instead of rigid per-node limits.
- Work Productivity & Automation: Creating concise step-by-step action plans and automation outlines to reduce manual configuration and overhead.
- Workflow Step Optimization: Analyzing existing adaptive workflows, scripts, and phases to generate clean checklists and executable code changes.
- Decision Support: Evaluating constraints, outputs, and inputs to make logical architectural assumptions when complete source details are unavailable.
How Workflow Planner Simplifier Works
- State Constraints & Inputs: The skill parses the initial user prompt, restating desired outcomes, operational constraints, available inputs, and criteria for success.
- Generate Concise Plans: It formulates a lightweight, tactical work plan or template designed to minimize manual alignment.
- Resolve Information Gaps: The skill identifies missing data critical to the task, requests it, and makes reasonable assumptions to proceed without stalling productivity.
- Produce Requested Artifact: It generates actionable outputs including custom scripts, reusable checklists, verification notes, or targeted code changes.
- Validate & Risk Assess: Finally, it cross-references the output with the initial success criteria and documents potential risks or subsequent steps.
Workflow Planner Simplifier Setup
To implement the Workflow Planner Simplifier within your agent environment, register the skill definition or invoke it via your preferred execution client.
CLI Configuration
Ensure your local agent environment has access to the skill definitions:
# Trigger the planner simplifier skill directly in your workspace
openclaw run workflow-planner-simplifier --prompt \"Help me enhancement(adaptive/planner): remove adaptive per-node FILE_CEILING\"
Reference Integration
Place any required structural evidence, source planning documents, or review criteria in references/requirement-plan.md. The skill automatically references this file to align generated outputs with target criteria.
Workflow Planner Simplifier Data Schema & Taxonomy
The Workflow Planner Simplifier organizes execution data and reference material into a clean folder hierarchy to guarantee reliable output validation:
| File / Directory | Description | Purpose |
|---|---|---|
references/requirement-plan.md |
Source evidence and core plan specifications. | Provides baseline context, criteria, and planning details. |
outputs/ |
Contains the resulting workflows, scripts, or checklists. | Delivers final actionable artifacts to the user. |
validation-note.md |
Verification checklist and list of remaining risks. | Proves the final output meets the initial success criteria. |
All tasks and code modifications are logged with descriptive metadata referencing Openclaw Skills standards to ensure full traceability.
Workflow Planner Simplifier Advanced Features
- Context-Aware Evidence Analysis: Automatically ingests and parses
references/requirement-plan.mdto extract core requirements and architectural parameters. - Cohesive Write Grouping: Transitions workflows from rigid per-node file ceilings to logical, planner-grouped cohesive writes, a core capability of Openclaw Skills.
- Automated Verification Loops: Self-validates all outputs against user-provided success criteria before delivering the final response.
- Intelligent Information Synthesis: Minimizes prompt loops by proactively making sensible default assumptions to maintain workflow momentum.
SKILL.md
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