my workflow
i switch between claude desktop (for deeper scanning, planning) and the terminal when i want to go full nerd mode, or keep auto-pilot mode in the desktop app.
project-based claude plugins help me load skills and really go fast!
on a large team where everyone can code and push to production, i’ve had to dive into ai dx and stay the “guardian” of the code. a pre-push/commit hook (e.g. bash scripts/sync-docs/sync-docs.sh) that syncs ai skills and style guides across all tools keeps things sane.
all this is just for sanity - iykyk - lol!
the dx setup
all coding conventions live in docs/*.md as the single source of truth. a sync script distributes them to every ai tool automatically.
what qualifies as key skills for the entire frontend setup for instance;
- design style guide (ui & ux) - we want to keep the entire product identity even when we heavily use ai now
- coding standards - general language/framework style guide but the internal style guide precedes the standard one
- testing guide (when, how, what to test)
- key edge cases
- git workflow