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Agent Debugger

Checked
joaquincampo·vlatest·agents·MIT

Pinpoint and suggest fixes for agent logic errors using detailed analysis of past actions and outcomes.

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 joaquincampo/agent-debugger --skill agent-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

joaquincampo

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

    Makes no network calls.

    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.

  • 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 joaquincampo/agent-debugger at 07fb58a4ea.

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

Commit
07fb58a4ea
Manifest
skills/agent-debugger/SKILL.md
Scanned
2 files, 520 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 agent-debugger skill provides tools to diagnose and resolve issues within AI agents. It allows you to inspect an agent's internal state, trace its decision-making process, and identify potential errors or inefficiencies in its execution flow. This facilitates troubleshooting complex agent behaviors and improving overall performance.

When to use it

  • Unexpected Agent Behavior: When your agent is producing results that deviate from the expected outcome.
  • Debugging Complex Workflows: When an agent's task involves multiple steps, and you need to pinpoint where a failure occurs.
  • Performance Optimization: To identify bottlenecks or inefficient operations within an agent’s execution.
  • Understanding Agent Reasoning: When you want to understand why an agent made a specific decision.

Key capabilities

  • Inspect internal state
  • Trace decision-making process
  • Identify errors and inefficiencies
  • Diagnose issues within AI agents

Example prompts

  • "Debug the last action my agent took."
  • "Show me the internal variables before the agent selected tool X."
  • "What was the reasoning behind the agent's choice to use this tool?"

Tips & gotchas

The agent-debugger skill requires access to the agent’s execution environment. Ensure your agent is configured to allow debugging requests for optimal functionality.