A structured framework for AI agents to architect software features into executable development roadmaps and file structures.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ai-implementation
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 ai-implementation 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 Implementation Planning Skill?
The Implementation Planning skill empowers your AI agent to act as a seasoned software architect by generating structured implementation plans. Whether you are building a small prototype or a complex production system, this skill ensures that every technical detail—from stack selection to API design—is accounted for before a single line of code is written. By integrating this into your Openclaw Skills library, you bridge the gap between abstract ideas and concrete, executable file structures, significantly reducing development friction and logic errors.
Implementation Planning Skill Use Cases
- Breaking down high-level app ideas into actionable development steps.
- Planning specific feature additions for existing codebases to ensure compatibility.
- Architecting multi-tier systems including frontend, backend, and database layers.
- Generating technical documentation and risk assessments for complex software projects.
How Implementation Planning Skill Works
- The AI agent identifies a request for a new project, feature, or solution.
- It prompts the user for clarifying details regarding the platform, tech stack, and codebase context.
- The user selects between a Quick Plan for fast prototypes or a Detailed Plan for production-ready architecture.
- The skill generates a structured markdown document following the Openclaw Skills template standards.
- It provides specific file paths, core code snippets, and dependency tables to guide the subsequent coding phase.
Implementation Planning Skill Setup
To enable this functionality within your environment, include the implementation-plan definition in your agent's configuration. Ensure your agent is configured to recognize Openclaw Skills definitions to trigger the planning templates during the discovery phase.
# Example of adding the skill to your local environment
mkdir -p .ai/skills
cp implementation-plan.md .ai/skills/
Implementation Planning Skill Data Schema & Taxonomy
The skill organizes planning data into two primary tiers based on complexity and user requirements:
| Feature | Quick Plan | Detailed Plan |
|---|---|---|
| Core Overview | Included | Included |
| Stack Definition | Included | Included |
| File Mapping | File list only | Detailed file-by-file logic |
| Implementation Steps | High-level | Phase-based with code snippets |
| API & Testing | Not included | Full API tables and test strategy |
| Risk Management | Not included | Likelihood/Impact mitigation tables |
Implementation Planning Skill Advanced Features
- Context-aware stack recommendations based on the target platform such as SwiftUI for iOS or FastAPI for backends.
- Multi-phase roadmap generation for complex, long-term development cycles.
- Dynamic refinement requests allowing users to expand specific phases or redo sections with new constraints.
- Modular architecture planning that defines dependencies and data models before UI implementation.
- Built-in support for Openclaw Skills protocols to ensure consistent output formatting across different AI models.
SKILL.md
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