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ai-invert

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Dispatch AI inversion analyses safely and fast.

Software Engineering#planning#prompts#risk-assessment#guardrails#rag-pipelines#ai-inversion#inversion-analysis
Authorselcukyucel
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides automated AI inversion analysis to identify and mitigate risks before implementing AI-powered work, ensuring safer, more reliable AI deployments.

Core Features & Use Cases

  • Dispatcher for ai-invert-analyst: Spawns the dedicated inversion analysis agent on a separate thread to keep the main flow responsive.
  • Risk dimensional analysis: Evaluates risk across multiple dimensions (user impact, prompt fragility, hallucination, data handling, cost, reasoning, model dependency, guardrails, architecture, virtue trade-offs).
  • Decision support: Produces an INVERT plan and a concise summary with next steps for remediation or further planning.
  • Use Case: Before starting any complex AI task touching prompts, models, or RAG, run inversion to surface potential issues and plan mitigations.

Quick Start

Invoke the ai-invert workflow on a clear requirement to trigger the inversion analysis.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-invert
Download link: https://github.com/selcukyucel/north-starr-genai/archive/main.zip#ai-invert

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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