SkillFlow - AI Skills Marketplace
ProductFreeThe curated marketplace for AI agent skills. Search, discover, and install verified skills for Claude, GPT, Cursor, and other AI platforms via MCP. Features 50+ skills across 12 categories with trust scores, compatibility info, and one-click install instructions. ## Key Features - **Search Skills**
Capabilities5 decomposed
keyword-based skill search
Medium confidenceThis capability allows users to search for AI skills using keywords, categories, or tags. It employs a full-text search engine that indexes skill metadata and utilizes advanced querying techniques to return relevant results quickly. The architecture is designed to handle large datasets efficiently, ensuring that users can find skills based on specific needs without excessive latency.
Utilizes a highly optimized indexing system that supports multi-faceted search queries, allowing for nuanced skill discovery.
More efficient than traditional keyword searches due to its advanced indexing and querying capabilities.
skill trust scoring
Medium confidenceThis capability assigns a trust score from 0 to 100 for each skill based on various reliability metrics, such as user feedback and performance data. The scoring algorithm combines statistical analysis with machine learning to update scores dynamically, ensuring that users can make informed decisions about which skills to install.
Incorporates real-time user feedback and performance metrics into a dynamic scoring system, enhancing reliability assessment.
Provides a more comprehensive trust evaluation than static rating systems by leveraging continuous data updates.
multi-platform compatibility verification
Medium confidenceThis capability checks the compatibility of skills across various AI platforms like Claude, Cursor, and Windsurf. It uses a compatibility matrix that maps skills to supported platforms, ensuring users can easily identify which skills will work in their environment before installation.
Employs a comprehensive compatibility matrix that dynamically updates as new skills and platforms are added, ensuring accurate information.
More thorough than basic compatibility checks, as it provides detailed mappings for multiple platforms.
one-click skill installation
Medium confidenceThis capability enables users to install skills with a single click by automating the installation process through a streamlined API integration. It abstracts the complexity of installation steps and provides a user-friendly interface that guides users through the process, ensuring a seamless experience.
Utilizes a streamlined API for one-click installations, reducing the friction typically associated with adding new skills.
Faster and more user-friendly than traditional multi-step installation processes.
trending skills retrieval
Medium confidenceThis capability retrieves a list of trending skills based on user engagement and installation metrics. It employs a ranking algorithm that analyzes usage patterns and popularity over time, ensuring that users are aware of the most relevant and sought-after skills in the marketplace.
Incorporates real-time user engagement metrics into its trending algorithm, providing a more accurate reflection of skill popularity.
More dynamic than static lists, as it adjusts based on actual user behavior and preferences.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Index and search reusable skills from local folders. Discover relevant skills with fast keyword ranking and load their content on demand. Keep workflows portable and offline-friendly while sharing skills across projects.
Best For
- ✓developers looking for specific AI skills to integrate into their projects
- ✓users concerned about the reliability of AI skills
- ✓developers working with multiple AI platforms
- ✓non-technical users looking to enhance their AI capabilities
- ✓users looking to stay updated with popular AI skills
Known Limitations
- ⚠Search results may vary based on the completeness of skill metadata.
- ⚠Trust scores may not reflect real-time performance due to update latency.
- ⚠Compatibility data may not be exhaustive for all skills.
- ⚠Installation may fail if prerequisites are not met.
- ⚠Trending data may not reflect real-time changes due to data processing delays.
Requirements
Input / Output
UnfragileRank
UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.
About
The curated marketplace for AI agent skills. Search, discover, and install verified skills for Claude, GPT, Cursor, and other AI platforms via MCP. Features 50+ skills across 12 categories with trust scores, compatibility info, and one-click install instructions. ## Key Features - **Search Skills**: Find skills by keyword, category, or tag - **Trust Scores**: Every skill rated 0-100 for reliability - **Multi-Platform**: Works with Claude Desktop, Cursor, Windsurf, n8n, and more - **12 Categories**: Development, Productivity, DevOps, Data, Marketing, and more ## Tools Available - `search_skills` - Search the marketplace - `get_skill_details` - Get full skill info with install instructions - `list_categories` - Browse all categories - `get_trending_skills` - See what's popular - `get_publisher_info` - Verify publishers
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