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heyallencao
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ks-bug-triage

Classify software failures into triage categories from minimal evidence.

118|10|Updated Mar 15, 2026
Search Tags:#problem solving#classification#triage#bug#issue routing
One-click install
npx skills add https://github.com/heyallencao/KeyStore --skill ks-bug-triage
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ks-bug-triage
Source: https://github.com/heyallencao/KeyStore/tree/main/execution/bug-triage
Command: npx skills add https://github.com/heyallencao/KeyStore --skill ks-bug-triage

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps development teams rapidly assess software failures, enabling faster decision-making and appropriate routing of issues within debugging workflows.

Core Features & Use Cases

  • Fast Classification: Determines whether a failure is a spec gap, implementation bug, or rollback candidate based on minimal evidence.
  • Prioritized Routing: Guides the next steps, such as writing a plan, diagnosing, or deploying a rollback, to streamline bug management.
  • Use Case: When a production system exhibits errors, use this Skill to classify the issue with the collected logs and observations, then assign the right team action instantly.

Quick Start

Provide a symptom description along with current expectation and impact details to get immediate bug triage results.

Frequently Asked Questions about ks-bug-triage

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

FAQPage Schema
How do I classify and prioritize software bugs for effective issue routing?▼

To classify and prioritize software bugs, you analyze minimal evidence like symptom descriptions and impact details to categorize failures as spec gaps, implementation bugs, or rollback candidates, which enables rapid prioritization and appropriate workflow routing across development and ops teams.

What is the best way to triage production system errors with minimal logs?▼

The best way to triage production system errors with minimal logs is to evaluate the available symptom descriptions and current expectations, allowing you to classify the issue and instantly assign the correct team action for fast resolution.

How do I determine if a software failure is an implementation bug or a spec gap?▼

To determine if a software failure is an implementation bug or a spec gap, you analyze the collected observations and impact details, which classifies the issue and guides whether the next step is writing a plan, diagnosing, or deploying a rollback.

When do I need to route a software failure as a rollback candidate?▼

You need to route a software failure as a rollback candidate when the evaluated evidence classifies the issue as a deployment failure requiring immediate remediation, which streamlines bug management by guiding the next steps for the ops teams.

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