Keeping it accurate
A context file is a living document, not a one-time setup step. Update it at natural checkpoints — after a stack decision, after a recurring correction you'd rather not repeat, after scope changes — instead of writing it once and forgetting it.
Because these are ordinary markdown files, ordinary markdown tools help maintain them:
Markdown Editor →
Draft and preview a context file with a live formatting toolbar before committing it.
Markdown Linter →
Catch skipped heading levels, empty sections, and other structural issues that hurt agent chunking.
Markdown Metadata Extractor →
Pull out the full heading outline of a long context file to sanity-check its structure at a glance.