liaohch3/claude-tap: README-based editorial guide

liaohch3/claude-tap describes itself in the README as "Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.". This article keeps to facts that can be checked in the repository. Stars, forks, and promotional badges are signals of attention, not proof of quality. Under "claude-tap", the README says: claude-tap is a local proxy and trace viewer for AI coding agents. Run your CLI through it, or listen to local app transcripts, then inspect the real API traffic and agent context: system prompts, conversation history, tool schemas, tool. That establishes the project's stated boundary, not a production test.

The README's "Why use it" section gives a useful starting point for deciding whether the project fits: 🔎 Debug behavior with evidence: compare adjacent requests and pinpoint which prompt, message, tool, or parameter changed.. If that problem is not yours, popularity is a poor reason to adopt it. Project names, commands, and component names are kept as written so a reader can return to the primary source without guessing at terminology. Another checkable README item is: 👀 See the exact context: inspect prompts, messages, tool definitions, tool calls, tool results, reconstructed streaming responses, and token usage.. It can shape a first test, but it does not replace testing in the intended environment.

The operating model is spread across sections such as "Install". The source evidence includes: Requires Python 3.11+ and the client you want to trace.. This article does not turn missing architecture, performance, or security details into claims. A real deployment still needs a look at the repository layout, configuration files, and release history.

Start installation from the README's documented entry point. A command that can be checked in the source is: # Recommended uv tool install claude-tap # Or with pip pip install claude-tap When the README contains no runnable command, this article does not invent one. Open its "Built with claude-tap" section and confirm system dependencies, default ports, and first-run initialization before using a public server.