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tkm:predict-risks

Analyze proposed changes for architectural, security, performance, and UX risks.

Updated May 13, 2026
Search Tags:#code review#performance audit#risk analysis#security assessment#UX evaluation
One-click install
npx skills add https://github.com/khapn-2933/agentic-coding-hands-on --skill tkm-predict-risks
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tkm:predict-risks
Source: https://github.com/khapn-2933/agentic-coding-hands-on/tree/main/.claude/skills/predict-risks
Command: npx skills add https://github.com/khapn-2933/agentic-coding-hands-on --skill tkm-predict-risks

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps identify potential risks in proposed changes before they are implemented, ensuring that critical issues are addressed early.

Core Features & Use Cases

  • Multi-Perspective Analysis: Examines changes from architectural, security, performance, and UX perspectives.
  • Independent Voice Debate: Ensures unbiased evaluation without internal consultation.
  • Risk Mitigation Strategy: Provides actionable recommendations for mitigating identified risks.

Quick Start

Use the tkm:predict-risks skill to analyze the risk of implementing a new feature.

Frequently Asked Questions about tkm:predict-risks

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

FAQPage Schema
How do I analyze security and performance risks before implementing new code?▼

Independent risk analysis evaluates proposed changes from architectural, security, performance, and UX perspectives without internal consultation, ensuring unbiased evaluation and generating actionable mitigation strategies for identified issues.

How do I perform a code review to identify architectural risks in proposed changes?▼

Perform a code review for architectural risks by independently evaluating proposed changes across multiple perspectives, including security and performance, to detect potential issues before implementation and generate actionable mitigation strategies.

What is the best way to evaluate UX risks before starting feature implementation?▼

Evaluating UX risks involves independently analyzing proposed changes from a user experience perspective alongside architectural, security, and performance factors to generate actionable mitigation strategies before implementation.

Can I assess code changes for multiple risk types without internal team consultation?▼

Yes, you can assess code changes without internal consultation by conducting an independent voice debate that evaluates architectural, security, performance, and UX risks to ensure an unbiased evaluation.

Does risk analysis provide mitigation strategies for identified security assessment issues?▼

Yes, risk analysis provides actionable risk mitigation strategies for identified security assessment issues, ensuring critical vulnerabilities are addressed early before proposed changes are implemented.

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