debug-helper

Diagnose PAL MCP workflow failures and produce structured next actions.

Updated Jan 2, 2026
One-click install
npx skills add https://github.com/miles990/skillpkg --skill debug-helper-miles990
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: debug-helper
Source: https://github.com/miles990/skillpkg/tree/main/skills/debug-helper
Command: npx skills add https://github.com/miles990/skillpkg --skill debug-helper-miles990

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill centralizes error collection, analysis, and structured diagnostics by wrapping PAL MCP's built-in debugging capabilities, enabling consistent problem-solving workflows.

Core Features & Use Cases

  • Collects error information and relevant context
  • Invokes PAL debug for in-depth diagnosis
  • Produces a structured diagnosis, proposed solutions, and recommended next actions
  • Integrates with smart-learning-loop to learn from failures (knowledge gaps)

Quick Start

Prepare an error payload containing the error message, stack trace, and optional context, then run this Skill to obtain a diagnosis, recommended solution, and next steps.

Frequently Asked Questions about debug-helper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I debug errors in PAL MCP workflows?

To debug errors in PAL MCP workflows, you provide an error payload containing the message, stack trace, and context. The system orchestrates a structured debug session to produce a diagnosis, recommended solution, and next actions.

What is structured error diagnosis and how does it work?

Structured error diagnosis centralizes error collection and analysis by invoking PAL debug capabilities. It reads error inputs and relevant context to generate actionable diagnostic insights and proposed solutions for failed task executions.

Do I need pal-mcp-server to run structured debug sessions?

Yes, you need the pal-mcp-server dependency to run structured debug sessions. The diagnostic process wraps PAL MCP's built-in debugging capabilities to triage failures and requires this server environment to function.

Can I diagnose test failures and error-triggered scenarios in workflows?

Yes, you can diagnose test failures and error-triggered scenarios in workflows. The Skill applies structured debug sessions to these executions, reading error context to produce triage insights and recommended next steps.

What's the best way to triage workflow failures and get actionable next steps?

The best way to triage workflow failures is to run a structured debug session. It collects error information, invokes PAL debug for in-depth analysis, and outputs a diagnosis, proposed solution, and recommended next actions.

Does this error diagnosis Skill integrate with smart-learning-loop?

Yes, this error diagnosis Skill integrates with smart-learning-loop. It leverages this integration to learn from failures and identify knowledge gaps, improving future problem-solving workflows.