AI Agent Skills

What It Is

AI Agent Skills (website:https://aiagentskills.net/）是一个精选的 A curated directory and marketplace of Claude skills. According to the site's description, an AI Agent Skill (also called Claude skills or AI skills) is a reusable capability package that can be added to an agent to automate tasks such as writing, social media posting, research, or development workflows. The site likens them to "plugins for AI," where users can browse Claude code templates and open-source GitHub repositories, and most skills come with a one-line installation command.

Scale and Sources

According to the site's information, the directory currently includes 9,542 published skills from 1,091 GitHub maintainers, with 0 new publications in the last 7 days. The count is based on published listings, and its description states that these are not paid reviews. The directory snapshot refreshes once per hour.

Main Capabilities and Skill Types

The directory contains a large number of specific skill examples covering multiple directions:

• Long-term memory: such as recalling and persisting long-term memory through OpenViking MCP tools (find/search/read, remember).
• Code diagnosis and repair: such as diagnosing and fixing health issues in React codebases, including reviewing React code, fixing performance issues, auditing security, and improving code quality.
• Adversarial multi-agent planning: such as hyperplan, which self-orchestrates 5 adversarial member types (unspecified-low, unspecified-high, deep, ultrabrain, artistry), conducts cross-critique debates through team mode, distills defensible insights, and then hands them to the plan agent to form an executable plan.
• Browser automation: such as documentation references for Browser Use Cloud, covering the Cloud REST API (v2 or v3), browser-use-sdk (Python or TypeScript), authentication, cloud sessions, browser profiles, proxies, CAPTCHA handling, webhooks, live URL streaming, and more.
• Platform design specifications: such as Apple Human Interface Guidelines split into 14 agent skills, covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, visionOS, watchOS, and tvOS.
• Image generation: guided generation with support for structured prompts and reference images.
• Testing: such as Vitest API and configuration reference, F# testing patterns (xUnit, FsUnit, Unquote, FsCheck, etc.).
• Code cleanup and release: such as removing dead code, comparing HEAD with the latest release version to list unreleased changes, publishing to npm.
• Security research: team-mode security research skills, orchestrating 3 vulnerability hunters and 2 PoC engineers to audit a codebase in parallel, prove exploitability, and calibrate severity.
• Content design: product content design for UI copy (button labels, error messages, tooltips, empty states, etc.).
• Other trending skills: git-guardrails-claude-code (blocking dangerous git commands), GSAP animation reference, Spring Security best practices, content-hash caching patterns, documentation and ADR records, diagram drawing, etc.

The site also offers browsing by category, including: Agent workflows, prompting and reasoning, research and knowledge, browser control and web automation, writing and content, interface design, marketing and SEO, task automation and productivity, code generation, frontend, backend, databases, etc.

How to use

The installation process described by the site is: first browse its skill catalog, which can be filtered by category, popularity, or rating; each skill comes with a simple one-line installation command, and the unique identifier can be obtained by clicking the copy button on the skill details page. The site does not provide further step-by-step installation details.

Quality and transparency notes

• Source links: each skill page points back to its upstream repository, making it easy to inspect the code, license, and recent commits.
• Publishing threshold: skills are only marked as "published" after passing automated quality checks; the site explicitly states that star counts themselves are not regarded as a security guarantee.
• Independence: the site states that it is community-run and not affiliated with Anthropic or OpenAI.

Applicable scenarios

Suitable for users who want to find installable, shareable behaviors for Claude Code, Codex, or similar agents, for example scenarios requiring writing and content publishing, research retrieval and summarization, browser automation, code generation and refactoring, frontend/backend development assistance, database operations, security auditing, task automation, and other skills. The site also mentions that specialized agents can be used for content creation (blog posts, social media captions, marketing copy), automating daily repetitive tasks (file organization, data entry, email classification), and extracting insights from large datasets and generating reports.

Limitations and caveats

• The materials do not explain the specific chargingmodel or pricing; although the FAQ includes an "Is this service free?" entry, it does not provide the answer content, so the cost situation is not yet available.
• FAQ questions such as whether skills are safe, how they are added to the catalog, and the specific differences from MCP/slash commands are listed in the materials but no answers are given, so the relevant explanations are not yet available.
• The site states that it is not affiliated with Anthropic or OpenAI.
• The page content includes some skill description text (such as usage suggestions for a certain MCP memory tool); these belong to the skill descriptions themselves and do not represent the site's functionality.