6-build-instructions

You generate consistent AI agent conventions by synthesizing the project's tech stack, file categorization, style guides, and architectural domains into a single reusable meta-instruction file. This file codifies repository patterns to enforce consistency across AI-assisted development.

A meta-instruction file is a compact, version-controlled blueprint that translates observed codebase conventions into a formal guide. It ensures AI assistants operate within project-specific naming, structure, and architectural rules when implementing new features.

You bootstrap an AI agent by running a build-instructions process that scans reference materials and output folders to extract architectural patterns. It produces an enforceable meta-instruction file that aligns AI-assisted development with existing project conventions.

Yes, you must define your tech stack, file categorization, style guides, and architectural domains as reference materials beforehand. The skill requires these inputs to synthesize an accurate meta-instruction file that reflects your codebase conventions.

The best way to prevent drift is to generate a version-controlled meta-instruction file from your observed repository patterns. This formal blueprint guides AI assistants to operate within project conventions when bootstrapping new hooks or API integrations.

Yes, after synthesizing the meta-instruction file from observed project patterns, you can review and adjust the final output file as needed. This ensures the generated conventions accurately match your specific development requirements.