A multi-functional AI agent skill that adapts to your workflow for development, business analysis, and data management tasks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install adaptive-suite
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 adaptive-suite 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 Adaptive Suite?
The Adaptive Suite is a versatile set of Openclaw Skills designed to transform your AI agent into a high-level collaborator across multiple technical and business disciplines. It dynamically adjusts its behavior to serve as a coder, project manager, or data analyst depending on your current project context. By prioritizing free and open-source resources, it ensures cost-effective development while maintaining professional standards. This suite is particularly powerful for developers who need an agent that understands the full lifecycle of a project, from strategic planning and database schema design to frontend implementation and localized NAS metadata management.
Adaptive Suite Use Cases
- Discovering free APIs and open-source alternatives to paid developer tools.
- Generating multi-language code snippets that adapt to specific project styles.
- Conducting strategic business analysis using Agile or Lean methodologies.
- Designing complex database schemas and data analysis workflows.
- Creating a read-only local scanner to index metadata from Network Attached Storage (NAS) devices.
How Adaptive Suite Works
- Contextual Analysis: The skill analyzes the user prompt to determine which persona (coder, analyst, or scraper) is required.
- Resource Identification: It searches for relevant free tools or libraries needed to complete the task.
- Implementation: It executes the task, whether writing web code or designing a project roadmap.
- Metadata Extraction: For NAS tasks, it compiles a local desktop application to safely scan and index file structures.
- Refinement: The system continuously learns from interaction history to improve future recommendations.
Adaptive Suite Setup
To install this suite, ensure you have the necessary dependencies installed on your system. This skill requires Python, Node.js, curl, and SQLite3 to be available in your environment.
# Ensure system dependencies are installed
sudo apt update && sudo apt install python3 nodejs sqlite3 curl
# Set your environment variables for API access
export FREE_API_KEYS="your_keys_here"
Once dependencies are met, integrate the suite into your agent configuration to begin utilizing these Openclaw Skills.
Adaptive Suite Data Schema & Taxonomy
The Adaptive Suite organizes its information through a localized database and structured file outputs to ensure data integrity and accessibility:
| Component | Description | Storage Format |
|---|---|---|
| Resource Cache | Log of discovered free APIs and open-source tools | SQLite |
| NAS Metadata | Read-only scan results of directory structures | JSON / CSV |
| Context Log | Historical user preferences for style adaptation | Markdown |
| Project Roadmaps | Strategic plans and business analysis outputs | Markdown |
Adaptive Suite Advanced Features
- Automated discovery of legal alternatives to premium SaaS platforms.
- Intelligent persona switching between project management and deep-technical roles.
- Non-destructive NAS metadata scanning with localized desktop app compilation.
- Cross-referencing against trusted sources to ensure high-reliability outputs.
- Multi-language support for diverse web development environments.
SKILL.md
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