AI Risk Analysis Tool: Optimize Ambiguous Planning & Approaches

AI Risk Analysis Tool: Optimize Ambiguous Planning & Approaches

The AI Risk Analysis Tool assists developers and teams in optimizing planning processes when faced with ambiguous requirements, multiple viable approaches, or tasks spanning different modules. This tool is particularly useful in scenarios involving high-risk elements within a project structure, ensuring decisions are made with a comprehensive understanding of potential impacts before any code is implemented.

What this skill does

• Initiates the analysis process with the command: "🔍 /supergraph:analyze — framing problem, checking graph risk..."
• Frames the problem by summarizing goals, known constraints, and open questions using existing domain vocabulary.
• Scores ambiguity based on signals, such as scope ambiguity and the presence of multiple intents, to determine the necessity for further inquiry.
• Proceeds with problem assessment or asks focused questions to clarify project intentions and possible approaches.
• Retrieves initial context from existing documentation with a command to read CONTEXT.md, if present.

Who it is for

• Development teams using AI coding agents such as Claude Code, Cursor, and Codex.
• Developers working on complex systems where tasking spans multiple modules or components.
• Project managers responsible for planning under uncertain requirements and varied approaches.

Use cases

• Initiating projects with unclear or evolving requirements to determine the best approach before implementation.
• Evaluating tasks that could affect core or common components, ensuring a reduced risk of widespread impact.
• Providing a structured framework for discussing and selecting approaches in team settings.

Technical details

• Integrates with AI coding agents like Claude Code, Cursor, and Codex.
• Utilizes tools and capabilities such as the antigravity-plugin, aiapplication, and analyze features.
• Operates as a capability package, enhancing the functionality of supported AI agents without standalone execution.

Source & Licence

This package is built on open-source work published by datit309 (datit309/supergraph) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.