snqb Visual QA Loop
Prevents the screenshot→fix→screenshot→fix death spiral (300+ cycles seen in real sessions).
Protocol
1. Audit First (no edits)
Screenshot every view before touching code. Desktop + mobile. Light + dark. Empty + populated. All major routes.
Look at ALL screenshots. Write one issue list:
### P0 — Broken
- [ ] Login button does nothing (home, mobile)
### P1 — Significant
- [ ] Cards truncated (search, desktop)
### P2 — Polish
- [ ] Spacing inconsistent (search, mobile)
2. Batch Fix
Fix all issues before taking another screenshot. Group by file — one edit per file per round, not per issue.
>5 edits to the same file = stop and refactor it. You're patching a monolith. Split the component first, then fix.
3. Verify
Re-screenshot same views. Check off fixed issues. If regressions appeared, add to list and do one more batch.
4. Exit Gate
Max 3 rounds. If round 4 is needed, the architecture is wrong — refactor, don't patch.
When the list is mostly ✅, optionally run bishkek-report as final QA. One review → one batch fix → done. Not review→fix→review→fix.
Rules
- Audit before edit — finish looking before touching code
- Mobile + desktop together — not "desktop first, then mobile later"
- State exit criteria upfront — "these N flows pass on desktop + mobile = done"
- "Do 10 rounds" → do 3 structured ones — propose concrete scope, not open-ended iteration
- Bishkek at end, not during — exit gate, not mid-loop diagnostic