trellis-spec-bootstarp

Generating coding specifications from an existing repository architecture requires inspecting source patterns and architectural boundaries using codebase tools, then documenting concrete file references and implementation guidelines into spec files.

A Trellis spec provides project-specific coding guidelines derived from actual source patterns. You need to bootstrap it when replacing generic templates with maintainable development documentation that reflects real package layers, tests, and conventions.

Yes, you can use GitNexus and ABCoder for codebase inspection. These tools, alongside language tooling and direct source review, help discover real architectural boundaries and package decomposition during repository analysis.

The best way to document implementation patterns and anti-patterns from source code is to inspect existing architectural boundaries and conventions, then generate spec documentation containing concrete file references and validated source-backed guidance.

Yes, spec bootstrapping works for existing applications with established source patterns. It analyzes existing packages, layers, tests, and conventions to create reliable, project-specific coding guidance instead of applying generic templates.

Generic coding templates fail to reflect real repository architecture because they lack concrete file references and source-backed guidance derived from actual implementation patterns, package decomposition, and architectural boundaries specific to the codebase.