Craft Precise AI Intent Specs with Compile-Intent Skill

Craft Precise AI Intent Specs with Compile-Intent Skill

The Compile-Intent Skill assists developers in creating a structured intent specification through a guided decision-making conversation. This process simplifies the ideation phase by transforming vague concepts into comprehensive and testable specifications, complete with relevant implementation contexts, directly within your AI coding agent's environment.

What this skill does

• Initiates a guided conversation by invoking the compile-intent MCP prompt from the @pathmode/mcp-server. This interactive session gradually shapes a problem statement into a detailed intent specification.
• Proposes a recommended answer for each decision, allowing users to refine their ideas without starting from a blank slate.
• Writes the completed specification to an intent.md file in the project root directory. If an API key is set, it can also sync this information to a Pathmode workspace.
• Reads the existing repository to gather implementation context, identifying which files and modules the changes will affect, and how they can be verified.
• Stores this implementation context with the intent_save command, even if the spec does not yet have an intent ID.
• Updates existing intent contexts using record_implementation_context without altering the readiness verdict of the specification.

Who it is for

The Compile-Intent Skill is designed for developers and development teams using AI coding agents such as Claude Code, Cursor, and Codex who seek to streamline the process of turning conceptual ideas into coherent, actionable intent specs before coding begins.

Use cases

• Defining the scope of a new feature by converting an initial concept into a structured plan.
• Ensuring that product intents are well-captured and documented before the development phase, especially in collaborative environments.
• Aiding team members in achieving a unified understanding of project intent through a structured specification process.

Technical details

• Integrates with AI coding agents like Claude Code, Cursor, and Codex.
• Utilizes the tools agent-skills, aiapplication, and compile-intent for specification creation.
• Requires the @pathmode/mcp-server for invocation and operates within Pathmode workspaces when linked with an API key.

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.