The model loses context and fixes the first plausible symptom.
VibeFix
Stop the Cursor prompt loop
VibeFix finds the root cause, affected files, hidden dependencies, blast radius, and smallest safe repair path so Cursor has evidence instead of guesses.
main · 84 files mapped · spec coverage compared · no source stored
Launch Readiness62/100
Security RiskHigh
Missing Features7
Production Blockers5
Highest leverage finding
Payment state can drift from app state
Checkout can succeed while booking and entitlement records remain incomplete after webhook retries.
$4,500 to $7,500
app/api/stripe/webhook/route.tssupabase/policies.sqltests/checkout.spec.tsNext: make webhook persistence idempotent, add paid-state recovery, then re-scan.
Why prompt loops happen
VibeFix separates symptoms from launch blockers.
Hidden dependencies are missed until a regression appears.
Tests and acceptance criteria are too vague for safe patching.
What you get
A report that explains the risk and the next patch boundary.
Each finding has a plain-English founder summary and expandable technical evidence with affected files, recommended fixes, acceptance criteria, and regression cautions.
Root cause vs symptom separation
Cursor-ready repair prompts
Regression cautions
Patch boundaries with affected files
Sample findings
The output is specific enough to scope repair work.
The recurring bug is triggered by a shared state helper, not the component Cursor keeps editing.
A broad prompt is touching route, data, and UI files in one pass.
The fix needs one acceptance test before asking the AI tool to patch.
Trust FAQ
Clear access boundaries before code is uploaded.
Do you support private repos?
Yes. The intended production integration uses read-only GitHub access for private repositories. ZIP exports are also supported for Lovable, Bolt, Replit, and similar tools.
Do you train models on my code?
No. The product promise is analysis only. Customer code is not used for model training, and deeper review runs through RubberDuck semantic analysis.
Can I delete my project?
Yes. V1 is designed around delete-after-report controls and revocable repo access. Production storage should enforce deletion and retention policies.
What access do you need?
VibeFix needs read-only source access or a ZIP export, plus any spec, PRD, screenshots, or notes that describe what the app should do.
Launch-readiness report
Turn the app into a launch plan
Upload the repo and spec. Get the gaps, risks, prompt pack, and repair quote before the next sprint decision.