ironclad-architect

Trace and verify fixes for complex Questerix platform bugs using IDD Protocol.

Updated Jan 27, 2026
One-click install
npx skills add https://github.com/rmg007/Questerix --skill ironclad-architect
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ironclad-architect
Source: https://github.com/rmg007/Questerix/tree/main/.agent/skills/ironclad-architect
Command: npx skills add https://github.com/rmg007/Questerix --skill ironclad-architect

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a rigorous, systematic approach to diagnosing and resolving complex, hard-to-fix, or silent bugs within the Questerix platform, ensuring root causes are identified and fixes are robust.

Core Features & Use Cases

  • Forensic Root Cause Analysis: Employs a structured 5-phase IDD protocol and RARV cycle to trace bugs from symptom to origin.
  • Platform-Aware Debugging: Adapts analysis based on the detected platform (Admin Panel, Student App, Edge Functions, Database).
  • Bug Pattern Matching: Checks against 17 common production bug patterns and a comprehensive forbidden patterns checklist.
  • Use Case: When a silent data corruption bug appears in the Student App after a sync operation, use this Skill to trace the data flow, identify the race condition or state corruption, and propose a verified fix with regression tests.

Quick Start

Use the ironclad-architect skill to analyze a silent data corruption bug in the student app.

Frequently Asked Questions about ironclad-architect

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

FAQPage Schema
How do I perform root cause analysis for silent data corruption bugs?

Root cause analysis for silent data corruption uses a structured 5-phase IDD protocol and RARV cycle to trace bugs from symptom to origin. This forensic approach checks against 17 production bug patterns to identify race conditions or state corruption.

What is the best way to debug cascading bugs across platform layers?

Debugging cascading bugs across platform layers requires platform-aware analysis that adapts to the detected environment, such as Admin Panel, Student App, Edge Functions, or Database. It traces data flow across all layers to verify fixes and prevent new problems.

Can I use forensic debugging to fix race conditions in a Student App?

Yes, forensic debugging fixes race conditions in a Student App by tracing data flow after sync operations. It identifies state corruption and proposes verified fixes complete with regression tests to ensure no new problems are introduced.

How does the forbidden-pattern checklist prevent new problems during bug fixing?

The forbidden-pattern checklist prevents new problems during bug fixing by validating proposed fixes against known anti-patterns. Combined with 17 production bug pattern checks, it ensures fixes are robust and do not introduce regressions.

When do I need a forensic root cause analysis engine for platform architecture?

You need a forensic root cause analysis engine for platform architecture when facing hard-to-fix or silent bugs within the Questerix platform. It provides staff-level systematic diagnosis to resolve complex issues and verify fixes.

Does root cause analysis work for bugs across Edge Functions and Database layers?

Root cause analysis works across Edge Functions and Database layers by adapting its debugging approach based on the detected platform. It systematically traces bugs across all layers to identify origins and propose robust fixes.