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agent-traffic ships a skill that teaches your coding agent how classification works and how to use the package and dataset. Install it, then ask your agent for whatever you need.

Install the agent-traffic skill

The skill installs through the skills CLI, which supports Claude Code, Cursor, Codex, OpenCode and other agents.

Other ways to install

If you’d rather not install anything, give your agent the skill’s URL:

Use the skill without installing it

What the skill covers

  • How classification works: the categories, the order of checks, and when an identity counts as verified.
  • How to use it in different places: the package in JavaScript request handlers, porting the rules to other languages, and querying stored logs with a lookup table or generated SQL, with pattern translations per database.
  • How to check the result: running the dataset’s real example user agents through whatever your agent builds.
  • How to report the numbers: keeping agents and crawlers separate, and what to do when replacing an existing metric.