skills.rest
robkam
robkamCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

qa-root-cause-remediation

Diagnose QA gate failures and implement root-cause fixes with rerun plans.

12|1|Updated Oct 31, 2025
Search Tags:#testing#qa#remediation#quality-assurance#root-cause#gate
One-click install
npx skills add https://github.com/robkam/ytreenova --skill qa-root-cause-remediation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: qa-root-cause-remediation
Source: https://github.com/robkam/ytreenova/tree/main/.ai/skills/qa-root-cause-remediation
Command: npx skills add https://github.com/robkam/ytreenova --skill qa-root-cause-remediation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

QA processes frequently fail due to elusive root causes, leading to patchy fixes that mask symptoms and degrade long-term quality. This skill enforces root-cause remediation and prevents pass-by patches, suppressions without explicit approval, and test-to-green hacks.

Core Features & Use Cases

  • Enforces root-cause remediation for QA failures across builds, static analysis, sanitizers, valgrind, and pytest.
  • Requires documenting failure, root cause, minimal changes, and a clear rerun plan to validate fixes.
  • Use Case: when a gate fails, this Skill guides engineers through diagnosing the actual defect and implementing robust, traceable fixes.

Quick Start

Investigate the failing QA gate, identify the root cause, implement a robust fix, and rerun the gate.

Frequently Asked Questions about qa-root-cause-remediation

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

FAQPage Schema
How do I fix the underlying defect causing pytest gate failures instead of just patching symptoms?▼

Root-cause remediation for static analysis and sanitizer failures requires diagnosing the actual defect, documenting the failure and minimal changes, and providing a successful rerun plan to validate the robust fix.

How do I remediate valgrind memory errors to fix root causes rather than suppressing them?▼

Remediating valgrind memory errors involves identifying the specific defect, applying minimal code changes to fix it, and validating the fix with a clear rerun plan rather than using suppressions without explicit approval.

Why do my QA gate fixes keep masking symptoms and degrading long-term software quality?▼

QA gate fixes mask symptoms when engineers apply pass-by patches or test-to-green hacks instead of root-cause remediation, which requires documenting the failure and fixing the underlying defect.

Can I use test-to-green hacks to pass builds and static analysis gates without explicit approval?▼

No, you cannot use test-to-green hacks to pass builds and static analysis gates because root-cause remediation enforces fixing the underlying defect and prevents suppressions without explicit approval.

Related Skills

Explore More Software Engineering Skills→
mvillmowmvillmow
18

analyze-ci-failure-logs

Analyze CI failure logs to identify root causes and error patterns.

Community
Intermediate
robkamrobkam
12

full-audit-gate-c

Orchestrate C-language builds, static analysis, valgrind, and pytest quality gates.

Community
Advanced
TrebuchetDynamicsTrebuchetDynamics
9

gormes-review-loop

Automates structured review loops by capturing failure evidence and iterating until the gate is green.

Official
Advanced
rafaelcallejarafaelcalleja
2

systematic-debugging

Diagnose software issues using a four-phase systematic debugging framework.

Community
Basic