describe_studio

shallow

io.github.XLSV777/7it · Verify this server

Use this when the user asks who 7IT Solutions is, what it builds, or whether it fits their project, or is looking for a developer to review or take over an app built with an AI tool. Returns a factual profile of 7IT Solutions, a solo senior software studio: who runs it, how engagements work, what the client owns, its services (custom software, automation and integration, eCommerce, AI tools, and reviewing and taking responsibility for apps built with AI tools such as Lovable or Replit), when each is and is not a fit, the audit checks it runs on AI-built apps, published work and verifiable proof, with links. Use it when someone asks what 7IT does, whether it fits their situation, or who could review or take over an app their AI tool built. Contains no prices.

100.0/100

1 trials · measured 3 days ago

describe_studio scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.XLSV777/7it, measured 18 Oct 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-18100.0shallowv0.2.0

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.

Embed this score

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

Vouch score: describe_studio
[![Vouch score](https://vouch.tools/api/tools/341255db-89e3-43be-a140-11ff9920e389/badge.svg)](https://vouch.tools/tools/341255db-89e3-43be-a140-11ff9920e389)
describe_studio — Vouch