expert

Path-scoped domain context is provided by distilling authoritative documentation and code patterns into targeted markdown files that activate based on file path globs. This ensures AI agents only receive relevant instructions when modifying files within that specific domain.

To prevent AI context bloat, create dense, domain-specific knowledge bundles that are only injected into the AI's context when working within relevant file paths. This approach stops generic documentation from overwhelming the agent's processing logic.

Create an expert bundle by referencing existing documentation to distill architectural constraints and testing requirements into targeted markdown files. The bundle uses file path globs to activate these specific instructions only when the AI modifies files in that directory.

Yes, path globs are used to activate targeted markdown files containing distilled knowledge. This path-scoped context mechanism ensures the AI agent only receives domain-specific instructions when modifying files that actually belong to that defined path.

Yes, path-scoped context injection requires adherence to source-driven provenance and domain-specific distillation standards. This ensures high-signal context injection rather than generic, low-value documentation dumps that could mislead the AI agent.