assess_broken_app

shallow

com.vibe-fixer/vibefix · Verify this server

Triage a problem in an app built with Lovable, Base44, v0, Bolt, Replit or a similar AI app builder — a button that does nothing, a blank page, a login that fails, data that will not save, a deploy that broke a working app. Returns the most likely cause for that symptom, the evidence that would confirm it, and what a fix would involve. Call this when someone describes an app they built with an AI tool and cannot debug themselves. Do NOT call it for code you can read and fix directly, for a library or framework question, or for an app the person built by hand.

100.0/100

1 trials · measured 26 days ago

assess_broken_app scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.vibe-fixer/vibefix, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-23100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: assess_broken_app
[![Vouch score](https://vouch.tools/api/tools/28625929-08e2-45fb-94d1-c28197bcf241/badge.svg)](https://vouch.tools/tools/28625929-08e2-45fb-94d1-c28197bcf241)
assess_broken_app — Vouch