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DeepTrace

Deep, evidence-based debugging skill for AI agents.

Install

$ npx skills add muxover/deeptrace

About

DeepTrace is an agent skill for Claude Code, Codex, and Cursor. Most code review skims the text and guesses what happens at runtime. DeepTrace makes the agent look instead. It maps the project, runs it, and traces what actually executes before it draws a conclusion. The skill comes with a few small tools: a project scanner, a test and build runner, runtime tracers for Python, Go, and Rust, and live tracers for HTTP services and browser UIs; for Node it drives Node's own profiler. Because of those tools, the findings come from real behavior rather than from how the code reads, and the report follows the same shape every time.

Features

  • Maps, runs, and traces a real project instead of reading pasted snippets.
  • Works through six levels of analysis, from plain logic down to real failures.
  • Walks execution step by step: inputs, state changes, output, and where it breaks.
  • Reads the code as a developer, a user, an attacker, and under load.
  • Says "not defined in provided context" rather than inventing behavior it cannot see.
  • Reports findings in a fixed format with severities and a confidence score.
  • Carries security, performance, API, and UI lenses in one skill, so it traces any tool or interface.

Releases

  1. v0.3.0 Install in every agent
  2. v0.2.0 Tracers fixed, plugin install
  3. v0.1.0 Evidence-based debugging skill

Need something built?

I take on freelance work in the same areas as my projects.

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