Grill-Intent: AI Skill for Robust Intent Stress-Testing

Grill-Intent: AI Skill for Robust Intent Stress-Testing

Grill-Intent is an AI skill designed to rigorously review and stress-test intent specifications in software projects. By focusing on intent document fields like objectives and constraints, this tool identifies weaknesses prior to software implementation, ensuring robust intent validations.

What this skill does

• Loads the active intent specification from intent.md located in the project root directory.
• Walks through the specification field-by-field, including objectives, desired outcomes, edge cases, and constraints.
• Pressure-tests the weakest claims by asking pointed questions and proposing best-guess answers based on the specification and the existing codebase.
• Edits and updates the specification directly in intent.md upon confirming any weaknesses, using the intent_save feature for synchronization when in team mode.
• In team mode, logs implementation notes explaining the reasons for any changes made during the review process.
• Processes these steps until all defined criteria are met or until a user acknowledges a known weakness.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, and Codex.
• Development teams seeking to assess and validate intent specifications before software implementation.

Use cases

• Validating completeness and accuracy of intent specifications before handing them off to an implementation agent.
• Stress-testing finalized intents to identify potential weaknesses and improve the robustness of software design.
• Facilitating team collaboration by synchronizing changes and providing context for modifications through recorded implementation notes.

Technical details

• Integrates directly with AI coding agents like Claude Code, Cursor, and Codex.
• Uses the intent.md file as the central reference for intent specifications.
• Employs the intent_save and log_implementation_note functions for specification editing and collaborative documentation.
• Compatible with both local and team mode operational environments.

For authorised security testing, defensive research and educational use only.

Source & Licence

This package is built on open-source work published by pathmodeio (pathmodeio/claude-plugin) 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.