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SkillWorks Review

SkillWorks by Kynth Studios provides a comprehensive index that analyzes and scores Claude Code skills, subagents, plugins, and marketplaces based on various weighted components.

shipped Aug 22, 2026researchfreemium
Monthly visits8/mo
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SkillWorks — product screenshot

Why it matters

1SkillWorks tracks real installs and assesses maintainability and documentation of AI agent skills.
2The platform offers a freemium pricing model, with premium options available.
3SkillWorks provides internal quality scores for skills, such as 'pptx' scoring 90/100 and 'design-engineering' scoring 80/100.
4Recent commits indicate active development, with skills like 'skill-creator' updated on August 20, 2026.

About SkillWorks

Business Model
Open Source
Platforms
Web
Target Audience
Developers, AI enthusiasts, and researchers
Open Source

overview

What is SkillWorks?

SkillWorks is an AI agent skill indexing and evaluation tool developed by Kynth Studios that enables AI agent developers, sales professionals, project managers, engineers, and marketing professionals to create, improve, and measure the performance of AI agent skills. It provides a comprehensive index that analyzes and scores Claude Code skills, subagents, plugins, and marketplaces based on various weighted components, tracking real installs and assessing maintainability and documentation of each listing.

features

Key Features of SkillWorks

SkillWorks offers a robust set of features designed to support the development, evaluation, and deployment of AI agent skills. Its core functionality revolves around indexing and scoring, providing users with data-driven insights into skill performance and reliability.

  • Comprehensive tracking of AI agent skills and plugins.
  • Weighted scoring system based on functionality, maintainability, and documentation.
  • Real-time data on installation counts for listed artifacts.
  • Regular updates and checks for listed AI agent skills.
  • Detailed error reporting for non-functional listings.
  • Analysis and scoring of Claude Code skills, subagents, plugins, and marketplaces.
  • Assessment of maintainability and documentation for each listing.

use cases

Who Should Use SkillWorks?

SkillWorks is designed for a diverse set of professionals involved in AI agent development and deployment, as well as those leveraging AI for specific business functions. Its capabilities cater to both technical and non-technical users seeking to optimize AI-driven workflows.

  • AI Agent Developers: For creating, modifying, and improving AI agent skills, performing end-of-session code reviews, and managing shipping gates.
  • Sales Professionals: For pressure-testing sales pitches and messaging through buyer-persona roleplay.
  • Project Managers: For summarizing personal work from Git history for standups or weekly recaps, and managing project-related AI tasks.
  • Engineers: For evaluating current-state repository or subsystem architecture, planning large changes, and conducting standalone design reviews.
  • Marketing Professionals: For generating dense, agent-ready persona definitions for various roles.

how to use

How to Use SkillWorks

To begin using SkillWorks, users can access the platform via its web interface at https://skillworks.kynth.studio/. The platform provides an index where users can browse, evaluate, and potentially integrate AI agent skills into their workflows.

  • 1Navigate to the SkillWorks platform at https://skillworks.kynth.studio/.
  • 2Browse the comprehensive index of Claude Code skills, subagents, plugins, and marketplaces.
  • 3Review the weighted scores and detailed analyses for each listing, which include assessments of maintainability and documentation.
  • 4Utilize the platform's tools for specific tasks such as creating new AI skills or optimizing existing ones.
  • 5Leverage the performance measurement features to run evaluations and benchmark skill performance using variance analysis.
  • 6Apply skills for use cases like code review, persona generation, or summarizing Git history.

pricing

SkillWorks Pricing & Plans

SkillWorks operates on a freemium model, offering core functionalities for free while providing premium options for enhanced features or services. Specific details regarding the premium tiers and their associated costs are not publicly detailed beyond the freemium designation.

  • Freemium: Free access to core features and skill indexing, with premium options available for advanced functionalities.

Pros

  • +Provides a unique, weighted scoring system for Claude Code skills, subagents, plugins, and marketplaces.
  • +Tracks real installation counts, offering practical adoption metrics for AI agent skills.
  • +Assesses maintainability and documentation, enhancing reliability for developers.
  • +Supports a wide range of professional use cases, from code review to sales pitch pressure-testing.
  • +Offers a freemium model, allowing users to access core features without initial cost.
  • +Actively maintained with recent commits on various skills, indicating continuous development.

Cons

  • −Specific pricing details for premium tiers are not publicly available.
  • −Direct user reviews and testimonials from independent platforms are not readily accessible.
  • −Focus is primarily on Claude Code skills, which may limit utility for users of other AI agent frameworks.
  • −The platform's internal scoring methodology, while published by Toolproof, requires external verification for full transparency.
  • −No explicit API availability is mentioned, potentially limiting programmatic integration.

Similar Tools

SkillWorks vs Competitors

SkillWorks by Kynth Studios occupies a specialized niche focused on the indexing and evaluation of AI agent skills, particularly those related to Claude Code. This differentiates it from broader AI model hubs and general code repositories.

1
Hugging Face HubOn Stork

A vast, community-driven platform for sharing, discovering, and collaborating on machine learning models, datasets, and applications (Spaces).

While Hugging Face Hub offers a much broader range of AI models and resources, it doesn't provide a proprietary scoring system specifically for 'Claude Code skills, subagents, plugins, and marketplaces' like SkillWorks. Its evaluation relies more on community metrics (downloads, likes) and detailed model cards.

2
LangChain HubOn Stork

A centralized platform for discovering, sharing, and managing prompts, chains, and agents built with the LangChain framework.

LangChain Hub focuses on components within the LangChain ecosystem and allows for sharing and discovery, but it doesn't offer the same kind of independent, weighted scoring and analysis of 'Claude Code skills, subagents, plugins, and marketplaces' as SkillWorks. Its evaluation is more community-driven and based on the utility of the shared components.

3
GitHub↗

The world's leading platform for software development and version control, where countless open-source AI projects, code, and documentation are hosted and collaboratively developed.

GitHub provides the raw materials (code, documentation, issue trackers) for evaluating AI components, relying on community metrics like stars and forks for popularity. However, it lacks the automated, weighted scoring system and dedicated index for 'Claude Code skills, subagents, plugins, and marketplaces' that SkillWorks offers.

See every SkillWorks alternative, compared→

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