| name | clawhub-recommender |
| description | Recommends popular and highly-rated skills from ClawHub based on user intent and conversation context. Use for: finding new skills, discovering popular tools, matching user needs to existing ClawHub skills. |
ClawHub Recommender
This skill helps users discover the best and most popular skills on ClawHub by analyzing their current conversation context and intent.
Core Functionality
The ClawHub Recommender identifies the user's needs and matches them with high-quality, community-vetted skills. It prioritizes skills with high download counts, star ratings, and official status to ensure reliability and performance.
When to Use
- When a user expresses a need for a specific functionality (e.g., "I need to manage my GitHub issues").
- When a user asks for general recommendations for popular or useful skills.
- When a user is performing a task that could be significantly improved by an existing ClawHub skill.
Recommendation Workflow
To provide the most relevant recommendations, follow these steps:
- Analyze Context: Identify the user's current task, expressed pain points, or specific requests for new capabilities.
- Identify Intent: Map the user's need to a category such as Development, Productivity, Communication, or Search.
- Consult References: Read the following reference files to find the best matches:
/home/ubuntu/skills/clawhub-recommender/references/popular_skills.md: A curated list of top-rated skills with metrics and descriptions./home/ubuntu/skills/clawhub-recommender/references/recommendation_logic.md: Guidelines for matching intents to specific skill categories.
- Formulate Recommendation: Provide a clear and concise recommendation including the skill name, its popularity metrics, a brief description, and why it is a good fit for the current context.
- Provide Installation Details: Include the official link and the installation command (e.g.,
clawhub install <slug>).
Recommendation Guidelines
| Category | Recommended Skills | Key Metrics |
|---|
| Development | github, fast-io, capability-evolver | High (Official), 35k+ Downloads |
| Productivity | linear, byterover, automation-workflows | High (Official), 17k+ Downloads |
| Communication | wacli, bird | 16k+ Downloads, High |
| Search | tavily, gog | High, High |
Selection Criteria
- Popularity: Prioritize skills with over 10,000 downloads or high star counts.
- Official Status: Prefer official integrations (e.g.,
github, linear) for stability and security.
- Contextual Relevance: Ensure the recommended skill directly addresses the user's current task or expressed need.
- Reliability: Mention verified skills to build trust with the user.
Example Recommendation
Skill Name: GitHub (github)
Metrics: High (Official Integration)
Description: Manage repositories, issues, and pull requests directly from your agent.
Why it fits: Since you are currently working on a React project and need to track your progress, the GitHub skill will allow you to manage your issues and commits seamlessly.
Link: GitHub Skill on ClawHub
Install Command: clawhub install github
