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VibeCheck AI — Stop Hallucinations, Ship With Proof

VibeCheck AI — Stop Hallucinations, Ship With Proof

Vibecheck-AI

|
46 installs
| (1) | Free
The #1 AI code verification platform. Catches phantom APIs, ghost routes, fake features, credential leaks, and silent failures that ESLint, TypeScript, and code review miss. 14 detection engines. One-click fix. Works with Cursor, Copilot, Claude, Windsurf. No config. No API keys. Free.
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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VibeCheck

Your AI writes code that compiles.
VibeCheck proves it actually works.


14 detection engines find the hallucinations, phantom APIs, ghost routes, credential leaks, and silent failures that ESLint, TypeScript, and code review miss — then fix them in one click.


Install from Marketplace  npm CLI


VibeCheck scanning AI-generated code in real time




The problem

Every AI coding tool — Cursor, Copilot, Claude, Windsurf, ChatGPT — produces code that compiles, passes lint, and looks correct. Then it breaks in production.

These aren't edge cases. They're the default:

  fetch('/api/payments/confirm')          →  Endpoint never implemented. 404 in prod.
  catch (err) { }                         →  Error silently swallowed. Data lost.
  { revenue: 99999 }                      →  Hardcoded mock. Dashboard lies to users.
  STRIPE_SECRET_KEY in client bundle      →  Credential leaked to every browser.
  <button onClick={handleSubmit}>         →  Handler is empty. Feature doesn't work.

Your linter says it's fine. TypeScript says it's fine. PR review says it's fine.

Your users find the bugs.




The fix: one keystroke

⌘ ⇧ V   /   Ctrl Shift V

That's it. 14 engines run in parallel. Every finding gets a severity, a file location, and a fix.

Scanning workspace...

  ✗  GRD-001  Ghost endpoint /api/payments/confirm       — never implemented
  ✗  SEC-003  STRIPE_SECRET_KEY in client bundle          — credential leak
  ✗  HAL-007  Silent catch in processPayment()            — error swallowed
  ✗  HAL-012  Hardcoded mock { revenue: 99999 }           — fake data in prod path

  Ship Score: 34/100 → NO SHIP

  Applying 4 fixes...

  Ship Score: 100/100 → SHIP ✓

No config files. No setup wizard. No onboarding flow. Install → scan → fix → ship.

Staying compatible with the API

Signed-in Free plan daily scan checks call VibeCheck’s API. Use this extension at 24.x or newer so scan quota and usage recording keep working. Older marketplace builds may receive SCAN_CLIENT_UPGRADE_REQUIRED from the API until you update the extension.




14 detection engines

Every engine is purpose-built for a specific failure mode that traditional tools miss. These map to the engines registered by the CLI FileRunner (workspace engines + baseline registry).

# Engine What it catches
1 Undefined env vars process.env references not backed by your env / truthpack
2 Ghost routes fetch and client calls to API paths with no handler
3 Phantom dependencies Imports of packages not declared or not resolvable
4 API hallucinations SDK or API usage that does not exist for your stack
5 Hardcoded secrets Keys, tokens, and passwords committed to source
6 Security vulnerabilities Injection, XSS, SSRF, weak crypto, and related OWASP-style issues
7 Fake features Placeholder flags, empty handlers, mock data in prod paths
8 Version mismatches APIs used in ways incompatible with installed package versions
9 Logic gaps Contradictory or impossible control flow
10 Error-handling gaps Swallowed errors, risky try/catch shape, unchecked async results
11 Incomplete implementation Stubs, empty bodies, and unfinished paths
12 Type contracts Types asserted vs actual JSON/API shape mismatches
13 Security patterns Unprotected routes, CSRF, JWT misuse, redirects, CSP gaps
14 Performance anti-patterns N+1 queries, sync I/O in async paths, fetch-in-render, and similar



Agent Firewall

VibeCheck intercepts AI edits as they happen — before they reach your files.

Mode What happens
Observe Every AI change is logged, fingerprinted, and scored. Drift and hallucinations get flagged in real time.
Enforce Changes that fail verification are blocked before save. Your codebase stays clean.

Works with Cursor, Copilot, Claude, Windsurf, Cline, Continue, Codeium, Supermaven, Amazon Q, and every other tool that writes to disk.

Toggle from the sidebar. One click.

Agent Firewall intercepting AI edits in real time




Fix everything in one click

Every finding includes a fix. Choose your speed:

Inline fix — hover any underlined finding → click the lightbulb → done.

AI Auto-Fix — for complex multi-file issues, an LLM generates a context-aware repair that understands your codebase, not just the error message. Runs locally via Ollama (free) or via Anthropic/OpenAI APIs.

Bulk heal — fix every finding in the entire project in one pass. Watch the score go from red to green.

VibeCheck one-click fix in action




Beyond scanning: a full intelligence platform

Atlas — 3D Codebase Visualization

Atlas 3D codebase visualization

See your entire codebase as an interactive 3D graph. Every module, every symbol, every call-graph edge. Click to explore. Drag to rotate. Five built-in analysis modes:

  • Impact Prophecy — blast radius of any function change
  • Code GPS — trace execution paths with animated particles
  • Time Travel — git-powered churn heatmap over time
  • Fog of War — knowledge gaps and bus-factor risks
  • Code Archaeologist — full git history of any symbol

Context Engine

Reads your codebase DNA and generates perfectly tailored IDE rules for Cursor, Windsurf, Claude Code, GitHub Copilot, Cline, and Codex CLI. Your AI coding tools finally understand your architecture, conventions, and boundaries — automatically.

  • Architecture rules (16 types)
  • Dependency graph analysis
  • Codebase health scoring
  • One-click multi-IDE export

Provenance Tracker

Know exactly which AI tool wrote each line of code. Real-time edit classification: human typing, AI completion, AI chat insert, paste, refactor. Per-file and per-line attribution with git-level accuracy.

Detected tools: Copilot, Cursor, Windsurf, Cline, Continue, Codeium, Supermaven, Amazon Q, and more.

ISL Studio

A conversational code generation environment. Describe what you want to build in natural language → get verified, production-ready code with a live preview sandbox. Every generated file is automatically gated against your quality standards.

  • Chat-driven generation
  • Live browser preview
  • Automatic quality gating
  • Multi-framework support

Test Gap Analysis

Finds the holes in your test suite that manual review misses:

  • Functions with zero coverage
  • Tests that only cover the happy path
  • Stale tests that haven't been updated with the code
  • Orphaned test files testing deleted code

Vibe Flow — AI-Driven Methodology

10 specialized AI agents and 26 workflows that guide your entire development lifecycle. From sprint planning to code review to deployment — each agent brings domain expertise to your process.

  • Quick trigger codes for instant access
  • Context-aware suggestions
  • Squad coordination



Ship with cryptographic proof

Ship Check scores your project 0–100 and produces a signed proof bundle.

Score Verdict Meaning
80–100 SHIP All checks pass. Safe to deploy.
50–79 WARN Non-critical issues found. Review before deploying.
0–49 BLOCK Critical issues detected. Do not deploy.

The proof bundle at .vibecheck/proof.json is a tamper-evident record of every check that ran, every finding, and the final verdict. Use it in CI to gate deployments automatically.

Ship Check verdict with trust score




Install in 10 seconds

VS Code / Windsurf / Cursor:

  1. Open Extensions → Search "VibeCheck AI" → Click Install
  2. Open any project
  3. Press ⌘⇧V

CLI:

npx @vibecheck-ai/cli scan .

CI/CD:

# .github/workflows/vibecheck.yml
name: VibeCheck
on: [pull_request]
jobs:
  verify:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - run: npx vibecheck-ai ship --ci

MCP Server (for AI agents):

npx @vibecheck-ai/mcp



Free vs Paid

Core detection is free forever. No account. No time limits. No feature walls on scanning.

Free Vibecoder $9.99/mo Developer $29.99/mo Engineer $59.99/mo
14-engine scanning Unlimited Unlimited Unlimited Unlimited
Inline diagnostics & one-click fix ✓ ✓ ✓ ✓
Agent Firewall (observe + enforce) ✓ ✓ ✓ ✓
File & folder locking ✓ ✓ ✓ ✓
Security Heatmap ✓ ✓ ✓ ✓
Atlas — codebase visualization ✓ ✓ ✓ ✓
Report export (HTML, MD, JSON, SARIF) ✓ ✓ ✓ ✓
Production Polish (80+ rules) ✓ ✓ ✓
AI Auto-Fix ✓ ✓ ✓
CommitShield ✓ ✓ ✓
Reality Mode ✓ ✓ ✓
Context Engine ✓ ✓
ISL Studio & Ship Check ✓ ✓
Test Gap & Architecture Rules ✓ ✓
Deep Scan & Drift Detection ✓ ✓
Compliance Audit (SOC2, HIPAA, PCI) ✓
Policy Engine ✓
SDK Generator ✓



Works with every AI coding tool

Cursor  ·  GitHub Copilot  ·  Claude  ·  ChatGPT  ·  Windsurf  ·  Bolt  ·  Cline  ·  Aider  ·  Continue  ·  Codeium  ·  Supermaven  ·  Amazon Q

Language support

TypeScript  ·  JavaScript  ·  React  ·  Vue  ·  Svelte  ·  Next.js  ·  Python  ·  Go  ·  Rust




Privacy & Security

  • All scanning runs locally on your machine
  • Zero code is transmitted — ever
  • Cloud features are opt-in and require explicit setup
  • Works fully offline and in air-gapped environments
  • Auth credentials use VS Code's encrypted SecretStorage API
  • Open source — read every line



Keyboard shortcuts
Mac Windows / Linux Action
⌘⇧V CtrlShiftV Scan current file
⌘⇧A CtrlShiftA Quick Actions menu
⌘⇧F CtrlShiftF Auto-Fix at cursor
⌘⇧D CtrlShiftD Open Dashboard
⌘⇧R CtrlShiftR Reality Mode
⌘⇧H CtrlShiftH Security Heatmap
Troubleshooting

Scan timeout on large projects — Add large directories to vibecheck.ignorePaths in Settings, or create a .vibecheckignore file.

Findings not appearing — Open the Problems panel (⌘⇧M) and check the "vibecheck" filter.

Reality Mode connection failure — Ensure your app is running and vibecheck.realityMode.baseUrl points to it.

Agent Firewall not detecting AI edits — Make sure the AI extension is listed in your IDE's extensions. VibeCheck auto-detects Copilot, Cursor, Windsurf, Cline, Continue, Codeium, and Supermaven.

Sidebar blank or script errors after git pull — The sidebar bundle is generated, not hand-edited. Source lives under media/sidebar/ (entry media/sidebar/index.ts). Run pnpm run build:webview in this package (or pnpm run compile / pnpm run watch, which run build:webview first). Output is dist/sidebar/index.js (gitignored). Do not edit that file directly; changes will be lost on the next build.

Available on 4 surfaces
Surface Install Use case
VS Code Extension Marketplace or .vsix Interactive scanning, sidebar dashboard, inline fixes
CLI npm i -g @vibecheck-ai/cli CI/CD pipelines, terminal workflows, scripting
MCP Server npx @vibecheck-ai/mcp AI agent integration (Cursor, Claude, etc.)
GitHub Action vibecheck-ai/action@v2 Pull request verification, deployment gating



Build with AI. Ship with proof.


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MIT License  ·  Copyright 2024–2026 VibeCheck AI

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