trellis-update-spec

To prevent knowledge loss, you can capture API signatures and design decisions as standardized code-spec documents. This ensures implementation details and architectural choices are preserved for future AI-assisted development sessions rather than lost in chat history.

The best way to maintain project conventions is to standardize how the team documents forbidden patterns, common mistakes, and project-wide rules. Using structured code-spec templates prevents future architectural regression and ensures consistent knowledge management.

You capture executable contracts by documenting concrete signatures, payload fields, and boundary behaviors for cross-layer changes. This standardizes the technical knowledge required for both backend and frontend layers into a persistent format.

Yes, you can track architectural design decisions by recording why specific choices were made using a structured template. This preserves debugging insights and coding conventions as executable code-specs, providing reliable context for future AI-assisted development sessions.

Yes, this code-spec documentation approach works for preserving error matrices by ensuring implementation details and boundary behaviors are captured. It standardizes technical knowledge into documents that maintain project conventions across development sessions.