How is "use case" different from a product category?

A category groups by what kind of product something is — CRM, observability tool. A use case groups by the job you're trying to get done, like "track SaaS spend" or "onboard new hires," which can span several product categories. If you know the outcome you want but not the product type, start here instead of the category tree.

What if my exact use case isn't listed?

Use cases here are the common, recurring ones people search for — genuinely one-off needs won't have a dedicated page. Try the closest listed use case, or fall back to search, which matches on product descriptions rather than a fixed list.

Can one product solve multiple use cases at once?

Yes, and that's flagged explicitly rather than hidden — a listing under one use case will note when a product also covers an adjacent one, since a single tool that covers two needs is often the better call than two narrow ones.

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Skills Assessment

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SkillsBench

by BenchFlow

SkillsBench evaluates how well skills work and how effective agents are at using them.

Skills AssessmentOpen Source

Investorskills

by Questflow Labs

Questflow: AI Finance Agent

Skills AssessmentOpen Source

Math Modeling Skill

by xiaomacoltai

数学建模技能 - 面向 CUMCM、MCM/ICM 等数学建模竞赛的三阶段工作流：建模分析、Python/MATLAB 编程与 DOCX 论文生成。包含丰富的算法资源库(优化/预测/评价/图论/机器学习等)、角色指导文档、论文模板和实用工具脚本

Skills AssessmentOpen Source

Cc Thinking Skills

by Travis Boudreaux

28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilot, Codex, Cursor, and other Agent Skills-compatible tools

Skills AssessmentOpen Source

Audit Skills

by RuoJi6

专注于代码审计skill，最小化轻量化skill，只负责安全边界。

Skills AssessmentOpen Source

Dotnet Skills

by Aaron Stannard

Claude Code skills and sub-agents for .NET Developers

Skills AssessmentOpen Source

DevChallenge

by Lorena GM

A website for developers to improve their skills by doing front-end and back-end challenges

Skills AssessmentOpen Source

Claude Fuer Deutsches Recht

by Klotzkette

Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung.…

Skills AssessmentOpen Source

ASPIRE

by Nvlabs

ASPIRE: Agentic /Skills Discovery for Robotics

Skills AssessmentOpen Source

Upskill

by Hugging Face

Generate and evaluate agent skills for code agents like Claude Code, Open Code, OpenAI Codex

Skills AssessmentOpen Source

Waza

by Microsoft

CLI / Framework for Agent Skills - create, test, measure and improve skill quality and effectiveness