B

B — Some risk signals Graded October 16, 2026Minor concerns worth a quick check.Based on public adoption and transparency signals as of October 16, 2026. Our opinion, not a code audit or security guarantee.

AI agent skill · General

skills

Anthony Fu's curated collection of agent skills.

Bottom line: Signal-based grade (4/7 points): very widely starred on GitHub, public source code. This reflects adoption and transparency, not a code review.

Popularity score
42/100
Rank
#255 of 500
GitHub stars
6k

What it does

A curated collection of reusable AI agent skills developed by Anthony Fu, designed to extend agent capabilities with common tasks and integrations. These skills provide building blocks for AI agents to interact with external systems and perform specialized functions.

Who it’s for

Builders and engineers working with AI agents who want pre-built, battle-tested skill implementations. Teams looking to accelerate agent development without building integrations from scratch.

Copy-paste setup

Check these steps against the project’s own instructions before running anything.

Verify against the repo README at https://github.com/antfu/skills (opens external site) for the latest installation method. Likely involves importing skills as npm modules or copying skill definitions into your agent framework configuration.

Risks

  • Skills may execute arbitrary actions on external systems depending on permissions granted—audit each skill's scope before deployment
  • Prompt injection risks if skills accept user input without sanitization
  • Supply-chain risk from community contributions; verify skill code before using in production
  • Credentials passed to skills could be leaked if skills log or cache sensitive data
  • External API integrations may expose data to third-party services depending on skill implementation

How to stay secure

Least-privilege permissions

  • Grant each skill only the specific permissions it needs to function—if a skill only reads data, don't give it permission to delete or modify
  • Review what accounts or systems each skill can access before enabling it; restrict it to those specific systems rather than granting broad access
  • Regularly audit (check) active skills to remove ones no longer in use, reducing potential damage if a skill is compromised
  • Use separate, limited credentials for skills rather than sharing high-privilege passwords or API keys across multiple tools

Network isolation

  • Deploy skills in a restricted environment that cannot freely communicate with your internal networks unless absolutely necessary
  • If skills need to connect to external services, use firewalls or network rules to limit which external websites or APIs they can reach
  • Avoid running skills on the same servers as critical business systems; isolate them so a compromised skill cannot spread to sensitive infrastructure

Monitoring

  • Log (record) all actions each skill performs, including what data it accesses, what external systems it contacts, and any errors that occur
  • Set up alerts to notify your team immediately if a skill behaves unusually, such as accessing data it shouldn't or contacting unexpected external services
  • Periodically review skill activity logs to spot patterns of suspicious behavior before serious damage occurs

Red flags to watch for

  • Skills that request broad permissions or access to multiple unrelated systems—be skeptical and ask why they need such wide access
  • Community-contributed skills lacking clear documentation or recent updates; verify the code is safe before using in production (a live business environment)
  • Skills that ask for passwords, API keys, or credentials directly in prompts rather than using secure credential management systems
  • Unexpected network traffic or external connections originating from where a skill is running

Alternatives

  • Anthropic's model context protocol (MCP) servers—official standard for AI tool integrations
  • LangChain community tools—widely-adopted agent toolkit with extensive documentation
  • OpenAI GPT Actions—native integration layer for ChatGPT and assistants
  • Hugging Face Hub tools—community-driven agent skill marketplace

Sources