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Dehalucinate

Catches AI-invented packages before they ship.

Validates AI-generated code against reality: imports checked against the npm and PyPI registries, paths and syntax sanity-checked.

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DEHalucinate
ENSV
AJ
AI guardrail

DEHalucinate

A pre-flight reviewer that grounds AI-generated code in reality — every import checked against the real npm/PyPI registry, a syntax pass, and project-file boundary checks. Exposed to Claude over MCP as sstm_dehalucinate_verify.

Dependency grounding

Pings npm & PyPI to catch invented packages before they ship.

Syntax pre-flight

A fast bracket/structure pass flags broken code blocks.

Boundary enforcer

Relative imports must resolve to files that really exist.

Code to validateTypeScript
import express from 'express';import { motion } from 'framer-motion';import { hyperScroll } from 'react-hyper-scroll-9000';import { db } from './lib/database';export async function getUsers() {const rows = await db.query('SELECT * FROM users');return rows; }
Project files (optional — enables boundary checks)
lib/database.ts, routes/users.ts
Validate against reality

Das echte Dehalucinate-Modul — gleiches Theme, gleiches Layout wie die App. Beispieldaten.

Das Problem und wie sSystm es löst

Das Problem

AI code loves to import packages that do not exist. A hallucinated dependency is at best a broken build — at worst a slopsquatting attack vector, where someone registers the fake package name with malicious code.

So macht es sSystm

Dehalucinate verifies generated code against the real world: every import checked against the live npm and PyPI registries, relative paths checked against the project, syntax heuristics on top. Available in the workspace and as an MCP tool your own AI can call on itself.

Was Dehalucinate dir gibt

Tief gebaut, damit das Modul echte Kundenarbeit tatsächlich trägt.

01

Registry-verified imports

Every package import checked against npm and PyPI — a dependency that does not exist is flagged before it becomes a build error or an attack surface.

02

Path & syntax checks

Relative imports verified against the actual file tree, plus syntax heuristics that catch the classic hallucination patterns.

03

A tool the AI calls on itself

sstm_dehalucinate_verify lets your MCP-connected AI validate its own output before proposing it — self-review as a tool call.

04

Guards the Build flow

Sits naturally after generation and before deploy — the checkpoint between "the AI wrote it" and "it runs on your account".

Dehalucinate auf der MCP-Oberfläche

Die genauen Tools und Ressourcen, die deine per MCP verbundene KI für dieses Modul bekommt — wortwörtlich vom Live-Server.

Tools · Schreiben

1
sstm_dehalucinate_verify

Ressourcen · Lesen

0
Deine KI, über MCP

The module that keeps every AI honest — including your own: it can call sstm_dehalucinate_verify on its drafts and hand you code that survived contact with reality.

Wie das Human-Gate funktioniert

Build

AI-powered Cloudflare Workers builder.

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Casts out stacking-context demons.

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Components

A shared React library with live previews.

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Dehalucinate · Premium — à la carte

Dehalucinate
einsetzen.

Auf die Warteliste — sobald dein Platz frei wird, wird dein Workspace auf deinem eigenen Cloudflare-Konto eingerichtet, und du schaltest die Module ein, die du brauchst. Catches AI-invented packages before they ship.

Wenn du drin bist: keine E-Mail, kein Passwort — eine Cloudflare-Freigabe · Kern-Workspace kostenlos · deine Daten liegen in deinem eigenen Konto