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Agent Skills
AI Tool Scorecard

Agent Skills

A community-driven registry that catalogs Claude Code skills and AI agent capabilities, supporting bilingual discovery in English and Simplified Chinese with direct GitHub installation.

FreemiumAI Agent Developmentagent-skills.cc
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Published on Jul 6, 2026

Benchmarks

How Agent Skills scores on agent readiness and AI visibility AI Readiness and GEO Score are platform assessments generated by VibeLaunch after submission.

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Decision summary

AI developers and agent builders working within the Claude Code ecosystem

Discovering, evaluating, and installing community-contributed AI agent skills from GitHub repositories

Best for

  • Claude Code developers seeking community-contributed skills
  • AI agent builders exploring API exploration and self-improvement tools
  • Bilingual EN/ZH development teams needing consistent tool evaluation

Watch out for

  • Community-driven content lacks independent quality verification
  • Nascent platform with limited catalog depth and early-stage community
  • Skills depend on upstream GitHub repositories remaining actively maintained

Overview

Agent Skills is a community-driven web registry at agent-skills.cc that catalogs AI agent skills for the Claude Code ecosystem. The platform serves as a centralized discovery hub where developers can browse, evaluate, and install community-contributed skills that extend the capabilities of AI coding assistants.

How the Platform Works

The platform structures each skill entry with an AI-generated summary, the full README from the skill's GitHub repository, ready-to-use installation commands, and links to related skills. This consistent format helps developers quickly assess whether a skill fits their workflow before committing to installation. Skills install directly from GitHub via HTTPS, SSH, or GitHub CLI—the platform provides copy-paste-ready commands for each method on every skill page.

Key Skills in the Catalog

Among the cataloged skills, several address common developer pain points. The openapi-mcp-proxy skill takes a progressive approach to API documentation exploration: rather than dumping entire OpenAPI specifications into the AI's limited context window, it lets developers navigate endpoints and data models incrementally, acting as what the platform calls GPS navigation for API documentation. The SKILL.md skill enables AI assistants to self-improve by automatically learning from documentation, codebases, or skill marketplaces without requiring manual updates. The claude-code-skills-reference skill provides instant syntax answers and remembers frequently used code templates through natural language queries.

Bilingual Support and Ecosystem

The platform supports both English and Simplified Chinese through dedicated zh/ locale paths, with culturally adapted descriptions that go beyond machine translation. This bilingual design positions the platform for developer teams operating across English-speaking and Chinese-speaking markets.

The ecosystem centers on Claude Code, described as an agentic coding tool that lives in the terminal, understands codebases, and executes routine development tasks through natural language commands. For developers already working within the AI Agent Development space, Agent Skills provides a focused complement to broader platforms like Genspark.ai and agent frameworks such as Openclaw.

Community and Maturity

Community engagement metrics are early-stage. The openapi-mcp-proxy repository, created in January 2026, shows 12 stars and 5 forks, indicating a nascent but active contributor base. The platform maintains contributor documentation and an OpenClaw integration pathway, suggesting ambitions toward a more integrated agent development ecosystem. Prospective users should weigh the platform's early-stage maturity: there is no independent editorial verification of skill claims, the catalog's depth remains limited, and skills depend on upstream GitHub repositories remaining actively maintained.

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Score anatomy

The dimensions behind the editorial score, each with its judgment note. AI Readiness and GEO Score are platform assessments generated by VibeLaunch after submission.

Information quality

Skill pages provide structured information with AI summaries and full README content, but there is no independent editorial review or verification of vendor claims. Information quality depends entirely on upstream repository maintainers.

6.2
Verify

Skill listings include AI summaries, README from GitHub, and installation instructions (c003). Vendor claims about capabilities like self-improvement (c005) and progressive API exploration (c004) are presented without independent validation.

Ease of use

Clean, consistent skill page structure with multiple installation methods and bilingual support. Navigation is straightforward with category browsing. No registration or authentication required to access the catalog.

7.8
Contextual

Copy-ready git clone commands for HTTPS, SSH, and CLI methods on each page (c007). Consistent layout across skill listings (c003). Bilingual paths readily accessible (c002).

Feature depth

The platform functions primarily as a structured catalog with browsing and installation. It lacks advanced discovery features such as faceted search, skill comparison, ratings, or automated compatibility checking.

5.2
Verify

Core features center on listing, summarization, and GitHub installation (c003, c007). No evidence of search filtering, quality scoring, automated testing, or integration validation beyond basic skill page structure.

Workflow fit

Directly targets Claude Code developers with skills designed for terminal-based agent workflows. GitHub-native installation aligns with developer tooling conventions. Limited to a single agent ecosystem.

7.2
Contextual

All cataloged skills target Claude Code (c001, c008). Installation follows standard developer workflows via git clone (c007). Seamless integration emphasized as a design principle (c009). Narrow ecosystem scope limits broader applicability.

Reliability

Nascent platform with early-stage community metrics. Skills are community-contributed without quality gates. Upstream GitHub dependency creates a single point of failure if repositories become unmaintained.

4.8
Verify

Openapi-mcp-proxy shows 12 stars and 5 forks as of early 2026 (c010). No evidence of automated testing, skill validation pipelines, or maintainer accountability mechanisms. Skills depend entirely on upstream repo availability (c007).

Value

Free access to a growing catalog of AI agent skills with no paywall or registration barrier. The primary cost is developer time spent evaluating unverified skills, which is reasonable for the target audience of open-source-comfortable developers.

8.2
Strong signal

Platform is freely browsable with public skill pages (c001, c003). Skills sourced from public GitHub repositories with open-source licensing (c007). No evidence of paid tiers, subscription requirements, or usage limits.

Scores indicate documented product strength, not a hands-on guarantee.

Agent Readiness

How well an agent can understand this product and reconstruct a documented workflow from its official information.

Automated agent-readiness assessment of https://agent-skills.cc: 8 of 22 checks verified across 5 fetched pages. No substantial machine interface is documented — agents can understand and cite the product but not operate it. Absent: quickstart, api_reference, request_examples, response_examples, rate_limits, version_information.

Readiness dimensions

DimensionScore
Documentation quality38
Execution verifiability10
Machine interface25
Project clarity75
Resource discoverability100
Workflow completeness69

What helps agents

  • docs: verified during this run
  • llms txt: verified during this run
  • sitemap: verified during this run
  • agent tooling artifacts: verified during this run
  • authentication: verified during this run
  • cli: verified during this run

Where agents are blocked

  • No quickstart signal matched across 5 fetched pages.
  • No api reference signal matched across 5 fetched pages.
  • No version information signal matched across 5 fetched pages.
  • No changelog signal matched across 5 fetched pages.
  • No cli non interactive signal matched across 5 fetched pages (a CLI is documented, but not this property).
  • No cli structured output signal matched across 5 fetched pages (a CLI is documented, but not this property).

Evidence check

Public claims about this tool, each tagged with a verification status and its cited source.

skills/nyudenkov-openapi-mcp-proxy4
agent-skills.ccVerifiedChecked Jul 14, 2026

Agent Skills (agent-skills.cc) is a web-based community registry that catalogs AI agent skills, primarily targeting the Claude Code ecosystem.

The openapi-mcp-proxy skill uses progressive exploration of large OpenAPI specifications, avoiding full-context dumping into the AI's working memory by letting developers navigate endpoints and data models incrementally.

Claude Code is described as an agentic coding tool that operates in the terminal, understands codebases, and executes routine development tasks through natural language commands.

The platform characterizes openapi-mcp-proxy as GPS navigation for API documentation that eliminates needle-in-a-haystack manual searches.

https://agent-skills.cc/skills/nyudenkov-openapi-mcp-proxy
zh/skills/garyblankenship-SKILL.md4
agent-skills.ccVerifiedChecked Jul 14, 2026

Agent Skills (agent-skills.cc) is a web-based community registry that catalogs AI agent skills, primarily targeting the Claude Code ecosystem.

Each skill listing includes an AI-generated summary, GitHub installation instructions, full README content, and links to related skills for structured discovery.

The SKILL.md skill enables Claude AI assistants to self-improve by automatically learning from documentation, codebases, or skill marketplaces without requiring manual updates.

The platform emphasizes seamless integration of listed skills into the Claude Code agent environment as a core design principle.

https://agent-skills.cc/zh/skills/garyblankenship-SKILL.md
Curated Skills Marketplace | 1,000+ Claude Code Skills | Agent Skills3
agent-skills.ccVerifiedChecked Aug 30, 2026

The entry page was fetched and analyzed for machine-interface signals (title, headings, developer links, keyword probes).

Agent tooling artifacts observed: agent instruction files (AGENTS.md / CLAUDE.md / skills) referenced on https://agent-skills.cc/; code distribution via git clone documented on https://agent-skills.cc/skills/openclaw-openclaw; named slash-command skills (≥2 distinct) documented on https://agent-skills.cc/.

Agent-native positioning with a concrete operational path: "The site explicitly references the SKILL.md open standard and provides installation commands (git clone) for agent skills, offering a concrete operational path for AI agents.".

https://agent-skills.cc/
zh/skills/nyudenkov-openapi-mcp-proxy3
agent-skills.ccVerifiedChecked Jul 14, 2026

The platform provides bilingual content in English and Simplified Chinese through dedicated zh/ locale paths with culturally adapted skill descriptions.

Skills can be installed from GitHub repositories using HTTPS, SSH, or GitHub CLI methods, with copy-ready commands provided on each skill page.

The openapi-mcp-proxy skill repository, created on 2026-01-29, has community engagement of 12 stars and 5 forks on GitHub.

https://agent-skills.cc/zh/skills/nyudenkov-openapi-mcp-proxy
zh/skills/garyblankenship-SKILL.md3
agent-skills.ccVerifiedChecked Jul 14, 2026

The platform provides bilingual content in English and Simplified Chinese through dedicated zh/ locale paths with culturally adapted skill descriptions.

Each skill listing includes an AI-generated summary, GitHub installation instructions, full README content, and links to related skills for structured discovery.

The platform emphasizes seamless integration of listed skills into the Claude Code agent environment as a core design principle.

https://agent-skills.cc//zh/skills/garyblankenship-SKILL.md
skills/newbdez33-claude-code-skills-reference2
agent-skills.ccVendor claimChecked Jul 14, 2026

The claude-code-skills-reference skill provides instant answers for programming language syntax questions and automatically remembers frequently used code templates.

Users interact with skills through natural language descriptions to receive coding answers, syntax references, and API navigation assistance.

https://agent-skills.cc/skills/newbdez33-claude-code-skills-reference
https://agent-skills.cc/llms.txt1
agent-skills.ccVerifiedChecked Aug 30, 2026

llms.txt is published at the site root and readable.

https://agent-skills.cc/llms.txt
https://agent-skills.cc/sitemap.xml1
agent-skills.ccVerifiedChecked Aug 30, 2026

sitemap.xml is reachable and lists site pages.

https://agent-skills.cc/sitemap.xml
Claude Code Skills Documentation - API Docs, README, OpenAPI | Agent Skills1
agent-skills.ccVerifiedChecked Aug 30, 2026

A documentation surface is reachable at https://agent-skills.cc/claude-skills/documentation.

https://agent-skills.cc/claude-skills/documentation
Hot Claude Code Skills on GitHub (Sorted by Stars/Forks) | Agent Skills1
agent-skills.ccVerifiedChecked Aug 30, 2026

A quick-start / agent-skills documentation page is reachable at https://agent-skills.cc/claude-skills/hot.

https://agent-skills.cc/claude-skills/hot
openclaw-development-Claude Code Skill | Agent Skills1
agent-skills.ccVerifiedChecked Aug 30, 2026

A quick-start / agent-skills documentation page is reachable at https://agent-skills.cc/skills/openclaw-openclaw.

https://agent-skills.cc/skills/openclaw-openclaw
awesome-chatgpt-prompts-data-ai-Claude Code Skill | Agent Skills1
agent-skills.ccVerifiedChecked Aug 30, 2026

A quick-start / agent-skills documentation page is reachable at https://agent-skills.cc/skills/f-awesome-chatgpt-prompts.

https://agent-skills.cc/skills/f-awesome-chatgpt-prompts

Decision desk

The questions most worth resolving before you rely on the product or visit its official site.

Agent Skills is a community-driven web registry at agent-skills.cc that catalogs AI agent skills compatible with Claude Code. It provides structured listings with AI-generated summaries, full README documentation, installation guides, and related skill recommendations.

Each skill page provides copy-ready git clone commands for HTTPS, SSH, and GitHub CLI methods. You clone the skill repository from GitHub and integrate it into your Claude Code environment following the skill's README instructions.

Claude Code is an agentic coding tool that runs in the terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows through natural language commands.

The platform provides free access to browse and discover skills. Individual skills are sourced from public GitHub repositories and carry their own open-source licensing terms. Users should check each skill's repository for specific license details.

Yes, the platform supports both English and Simplified Chinese with dedicated zh/ locale paths. Skill descriptions and interface elements are culturally adapted rather than relying on raw machine translation.

Skills are community-contributed from public GitHub repositories. The platform provides AI-generated summaries and structured listings but does not currently offer independent editorial verification of skill claims. Developers should evaluate skill quality by inspecting the source repository directly.

Verify on official site

Continue exploring

Different paths for a similar job

These tools were linked as editorial alternatives with a documented reason for the relationship.

01Genspark.ai

Genspark.ai

Integrates top AI services with document processing and coding features, offering a broader commercial-grade AI platform compared to Agent Skills' focused skill catalog approach.

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02Girikon.AI

Girikon.AI

Provides enterprise-focused AI agent development capabilities, complementing Agent Skills' community-driven, open-source skill discovery model.

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03Openclaw

Openclaw

OpenClaw offers an alternative agent framework with its own extensibility ecosystem and open-source approach to agent skill management.

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