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Dynamic Debugger

Checked
rysweet·vlatest·agents

This Dynamic Debugger automatically identifies and fixes code issues in real-time, boosting development speed and reliability.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add rysweet/amplihack --skill dynamic-debugger -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

rysweet

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Only contacts known or declared hosts: maven.apache.org.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

    Hosts contacted

    maven.apache.orgnamespace identifier

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned rysweet/amplihack at 84424457d5.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
84424457d5
Manifest
.claude/skills/dynamic-debugger/SKILL.md
Scanned
60 files, 12,345 lines
Copies in repo
2 — all of them scanned
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The Dynamic Debugger skill enables interactive debugging within Claude Code using the Debug Adapter Protocol (DAP) and Model Context Protocol (MCP). It allows developers to debug code in natural language, without leaving the conversation interface. The skill supports setting breakpoints, stepping through code, inspecting variables, and controlling execution flow for supported programming languages.

When to use it

  • When encountering issues with asynchronous Python functions that aren't awaiting properly.
  • To diagnose C++ segfaults and inspect pointer values at crash points.
  • For debugging JavaScript Promise chains where resolution is unexpected.
  • When a test case fails and you need to trace the execution path.
  • When encountering general code errors and needing to step through the logic.

Key capabilities

  • Natural language debugging commands (e.g., "set breakpoint at line 42").
  • Support for Python (debugpy), C/C++/Rust (lldb-dap).
  • Automatic intent and language detection.
  • Session management with resource limits.
  • Graceful error handling and recovery.

Example prompts

  • "Debug this function."
  • "Set a breakpoint at line 42."
  • "Why is this Promise chain not resolving?"

Tips & gotchas

  • Requires an external dap-mcp server installation (using pip install dap-mcp).
  • The skill is disabled by default and requires explicit invocation or modification of the SKILL.md file to enable auto-activation.
  • Debugging sessions are resource intensive and require full filesystem access, so it's best enabled only when actively debugging.