ck:predict

Analyze proposed changes through multi-persona debate to forecast risks and produce a verdict.

Updated Apr 2, 2026
One-click install
npx skills add https://github.com/EdgeHunt/EdgeHunt --skill ck-predict-edgehunt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ck:predict
Source: https://github.com/EdgeHunt/EdgeHunt/tree/main/.claude/skills/ck-predict
Command: npx skills add https://github.com/EdgeHunt/EdgeHunt --skill ck-predict-edgehunt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Five expert personas independently analyze a proposed change, then debate conflicts to produce a consensus verdict before any code is written.

Core Features & Use Cases

  • Structured, multi-perspective risk assessment across architecture, security, performance, UX, and edge-case assumptions.
  • Before implementing a major feature, refactor, or high-risk change.
  • Supports evaluating competing technical approaches and surfacing tradeoffs with a clear verdict.

Quick Start

Provide a feature description to ck:predict to receive a multi-persona risk assessment and actionable recommendations.

Frequently Asked Questions about ck:predict

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

FAQPage Schema
How do I forecast architectural and security risks before writing code for a major refactor?

To forecast architectural and security risks before coding, you can use a multi-persona pre-analysis to independently evaluate proposed changes and debate conflicts, yielding a GO/CAUTION/STOP verdict with concrete recommendations.

What is multi-persona risk assessment for evaluating competing technical approaches?

Multi-persona risk assessment is a structured evaluation where five expert personas independently analyze a proposed change across architecture, security, performance, and UX, then debate to surface tradeoffs and produce a consensus verdict.

Can I stress-test edge-case assumptions for high-risk features before implementation?

Yes, you can stress-test edge-case assumptions for high-risk features by submitting a feature description to trigger a multi-perspective analysis that forecasts implications and provides a risk summary before any implementation begins.

When do I need a pre-analysis design review for software engineering decisions?

You need a pre-analysis design review before implementing major features, refactors, or high-risk changes to evaluate competing technical approaches and surface tradeoffs across architecture, security, performance, and UX dimensions.

What's the best way to evaluate competing technical approaches for a major feature?

The best way to evaluate competing technical approaches is through multi-persona debate that independently analyzes architectural, security, performance, and UX implications, producing a clear GO/CAUTION/STOP verdict with a risk summary.

Does multi-persona pre-analysis work for both refactoring and new feature development?

Yes, multi-persona pre-analysis works for both refactoring and new feature development by stress-testing assumptions and forecasting implications across architecture, security, performance, and UX to yield a consensus verdict.