AI Slop Code Risk Monitor

jason5ng32/MyIP

SlopCodeMonitor badge for jason5ng32/MyIP Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

The best IP Toolbox. Check your IP address & geolocation, test IP for WebRTC and DNS IP leaks, run an IP quality check, browser fingerprint check, website availability check, network speed test, global latency test, MTR test, Whois search, and more.

1.8 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for jason5ng32/MyIP, a JavaScript project with 12,274 GitHub stars. SynthScan examined 99,970 lines of code across 620 source files, recording 124 pattern matches distributed across 7 syntactic categories. The legacy adjusted pattern signal is 1.8 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

1.8
Adjusted Signal
1.8
Raw Pattern Score
100%
Time Factor
2026-10-30
Last Push
12.3K
Stars
JavaScript
Language
100.0K
Lines of Code
620
Files
124
Pattern Hits
2026-10-31
Scan Date
0.00
HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 102 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.2/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 19 finding(s).

PR Review Velocity Impact 8.8/100 · LOW

Which changes need focused human review? 124 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 2HIGH 0MEDIUM 21LOW 101

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 124 distinct pattern matches across 7 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block94 hits · 94 pts
SeverityFileLineSnippetContext
LOWsentry-instrument.js1// Sentry bootstrap for the Express backend. Loaded via `node --import` (seeCOMMENT
LOWfrontend-server.js41// - dist/assets/** Vite-hashed JS/CSS/images — content-addressed → 1y immutableCOMMENT
LOWfrontend-server.js81// path with no matching file. Serve index.html for navigation requests and letCOMMENT
LOWbackend-server.js261// only drifts as new measurements land, so 1 day of edge cache keeps us politeCOMMENT
LOWbackend-server.js301// Shared reports stay no-store: an edge cache could serve a report past itsCOMMENT
LOWfrontend/sentry-init.js61 // whole UI is the visitor's own network info (IPs, ASN, DNS), andCOMMENT
LOWfrontend/sentry-init.js81 // sessions stay on: browserSessionIntegration is a default.)COMMENT
LOWfrontend/sentry-init.js141 ],COMMENT
LOWfrontend/composables/use-info-mask.js1// Info mask logic: 2-state switch (no mask / mask IP).COMMENT
LOWfrontend/composables/use-globalping-measurement.js1// Shared Globalping measurement orchestration.COMMENT
LOWfrontend/composables/use-globalping-measurement.js41// Shared cap for user-composed Globalping runs (one probe per country).COMMENT
LOWfrontend/composables/use-shortcuts.js1// Keyboard shortcut registrationCOMMENT
LOWfrontend/composables/use-fit-text.js1// Fit-to-width class picker: picks the largest tier whose renderedCOMMENT
LOWfrontend/composables/use-status-tone.js1// Unified "state → visual" mapping: 5 tone levels share the same color schemeCOMMENT
LOWfrontend/composables/use-achievement-engine.js1// Achievement engine — subscribes to app events (utils/app-events.js),COMMENT
LOWfrontend/composables/use-persona-collector.js1// Persona collector — keeps the latest snapshot of every homepage test theCOMMENT
LOWfrontend/composables/use-screenshot.js1// Generic DOM screenshot composable. Wraps html-to-image with retina output,COMMENT
LOWfrontend/composables/use-maxmind.js1// Shared client-side MaxMind lookup for components that need to enrich aCOMMENT
LOWfrontend/composables/use-refresh-orchestrator.js1// Refresh / initial load sequence orchestrationCOMMENT
LOWfrontend/composables/use-document-meta.js1// Per-route document head (title / description / canonical / Open Graph).COMMENT
LOWfrontend/composables/use-docs-assistant.js1// Lazy loader + controller for the GitBook Docs Assistant embed.COMMENT
LOWfrontend/composables/use-docs-assistant.js21// Two tools are registered. `get_my_test_results`: the assistant can read theCOMMENT
LOWfrontend/composables/use-overlay-shortcuts.js1// Suspends the global keyboard shortcuts while an overlay is open.COMMENT
LOWfrontend/utils/banners.js1// Pure helpers for the per-section info-banner slot (components/widgets/COMMENT
LOWfrontend/utils/banners.js21// // { prefix: 'From', amount: '$2.99',COMMENT
LOWfrontend/utils/shortcut.js1// Global keyboard-shortcut dispatcher.COMMENT
LOWfrontend/utils/locale-datasets.js1// Loader for the optional per-locale datasets (privacy copy, the securityCOMMENT
LOWfrontend/utils/fetch-with-timeout.js1// Thin re-export — implementation lives in common/fetch-with-timeout.jsCOMMENT
LOWfrontend/utils/pwa.js1// PWA display-mode detection.COMMENT
LOWfrontend/utils/app-commands.js1// App-wide command bus — the imperative sibling of app-events.js. Events sayCOMMENT
LOWfrontend/utils/features/ip-calc.js1// Pure layer of the IP Calculator: classifies whatever was pasted (IPv4 /COMMENT
LOWfrontend/utils/features/pulse-celebration.js1// Celebration particle engine for the Pulse ("Earth Online") Sheet.COMMENT
LOWfrontend/utils/features/service-status-tone.js1// Pure mapping helpers from Statuspage/incident.io status vocab to the fourCOMMENT
LOWfrontend/utils/features/dns-record-types.js1// Thin re-export — implementation lives in common/dns-record-types.js so theCOMMENT
LOWfrontend/utils/features/pulse-beacon.js1// Visit beacon + endpoint config for the "Earth Online" feature.COMMENT
LOWfrontend/utils/features/world-map-chart.js1// Reusable choropleth world map on chartjs-chart-geo — shared by EarthCOMMENT
LOWfrontend/utils/getips/index.js1// Chain runner + public entry points for the homepage IP-card sources.COMMENT
LOWfrontend/utils/persona/probe-fonts.js1// Font probing — which writing systems does this machine have fonts for?COMMENT
LOWfrontend/utils/ip/ip-math.js1// Thin re-export — implementation lives in common/ip-math.js so theCOMMENT
LOWfrontend/utils/ip/parse-trace.js1// Shared parser for Cloudflare /cdn-cgi/trace responses (key=value lines).COMMENT
LOWfrontend/utils/ip/bgp-prefix.js1// Thin re-export — implementation lives in common/bgp-prefix.js so theCOMMENT
LOWfrontend/utils/ip/valid-ip.js1// Single source of truth is common/valid-ip.js (shared with the backend).COMMENT
LOWfrontend/utils/ip/asn-connectivity.js1// Client for `/api/asn-connectivity` (CAIDA topology + neighbour lists),COMMENT
LOWfrontend/utils/ip/asn-history.js1// Client for `/api/asn-history` (RIPEstat routing history per BGP prefix),COMMENT
LOWfrontend/components/PrivacyPolicy.vue61// section only renders on deployments actually built with a DSN.COMMENT
LOWfrontend/components/ui/drawer/Drawer.vue21 // Keep vaul away from body styles. Its Safari-only position:fixed scrollCOMMENT
LOWfrontend/components/widgets/CopyButton.vue1<script setup>COMMENT
LOWfrontend/data/tools.js1// Single source of truth for the Advanced Tools: their /tools/:slug pagesCOMMENT
LOWfrontend/data/pulse-statuses.js21 { id: 'night', emoji: '🌙' },COMMENT
LOWfrontend/data/default-preferences.js1// Default user preferencesCOMMENT
LOWfrontend/data/adblock-probes.js1// Static probe list for the Ad & Tracker Blocking Test (AdblockTest.vue).COMMENT
LOWfrontend/data/connectivity-import-lists.js1// Curated importable target lists for the Connectivity section: country setsCOMMENT
LOWfrontend/data/persona-tables.js1// The two reference tables the tool needs before any request is made: whichCOMMENT
LOWfrontend/data/achievement-rules.js1// Achievement trigger rules — THE single place that maps domain events toCOMMENT
LOWtests/locale-packs.test.js1// The hard gate for translations: what a locale pack may and may not do.COMMENT
LOWtests/setup.js1// Preloaded by `pnpm test` (node --import) before any spec. Keeps the sharedCOMMENT
LOWserver/asn-profile.js1// Composition behind /api/asn-profile: every data source of the ASN ProfileCOMMENT
LOWserver/rdap.js1// RDAP lookups for the WHOIS tool.COMMENT
LOWserver/logger.js1// server/logger.js — shared pino logger for all backend code.COMMENT
LOWserver/cf-radar.js1// Cloudflare Radar data layer behind the single /api/cfradar route. EachCOMMENT
34 more matches not shown…
Decorative Section Separators16 hits · 48 pts
SeverityFileLineSnippetContext
MEDIUMfrontend/utils/features/connectivity-lists.js96// ── List CRUD ──────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/utils/features/connectivity-lists.js135// ── Members ────────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/utils/features/connectivity-lists.js154// ── Curated-list import ────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/ConnectivityTest.vue202// ── Lists ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/ConnectivityTest.vue234// ── Test entries ───────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/ConnectivityTest.vue517// ── Add / import / manage dialog + per-card removal ───────────────────────COMMENT
MEDIUMfrontend/components/ConnectivityTest.vue566// ── Main control ───────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/advanced-tools/IpBlocklist.vue248// ── Input ────────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/advanced-tools/IpBlocklist.vue266// ── Result ───────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/advanced-tools/IpBlocklist.vue275// ── Shareable `?q=` (use-route-active.js) ────────────────────────────────COMMENT
MEDIUMfrontend/components/advanced-tools/IpBlocklist.vue343// ── Run ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/advanced-tools/ServiceStatus.vue271// ── i18n label lookups (graceful fallback to the raw key) ───────────────────COMMENT
MEDIUMfrontend/components/advanced-tools/ServiceStatus.vue299// ── Data loading ────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/widgets/ConnectivityAddDialog.vue279// ── Curated-list import ────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/widgets/ConnectivityAddDialog.vue308// ── Custom add ─────────────────────────────────────────────────────────────COMMENT
MEDIUMfrontend/components/widgets/ConnectivityAddDialog.vue376// ── List management ────────────────────────────────────────────────────────COMMENT
Hallucination Indicators2 hits · 20 pts
SeverityFileLineSnippetContext
CRITICALtests/speedtest-session.test.js123 results.raw.latency.results.timings.push({});CODE
CRITICALtests/speedtest-session.test.js128 results.raw.latency.results.timings.push({});CODE
Modern AI Meta-Vocabulary4 hits · 12 pts
SeverityFileLineSnippetContext
MEDIUMfrontend/AGENTS.md39### Achievements are event-drivenCOMMENT
MEDIUMtests/i18n-scaffold.test.js1// Tests for the pure half of scripts/i18n-scaffold.js — what `pnpm i18n-new`COMMENT
MEDIUMscripts/i18n-scaffold.js1// scripts/i18n-scaffold.js — creates and maintains the empty-value skeletonsCOMMENT
MEDIUMscripts/i18n-scaffold.js4// pnpm i18n-new <code> scaffold frontend/locales/<code>.json (every key ofCOMMENT
Fake / Example Data4 hits · 4 pts
SeverityFileLineSnippetContext
LOWfrontend/components/ui/combobox/ComboboxInput.vue28 :placeholder="placeholder"CODE
LOWfrontend/components/ui/select/SelectValue.vue10 <SelectValue v-slot="{ selectedLabel, modelValue }" :placeholder="placeholder">CODE
LOWfrontend/components/widgets/CountryPicker.vue23 <ComboboxInput v-model="searchTerm" :placeholder="placeholder" />CODE
LOWfrontend/components/widgets/DocsSearch.vue24 <span :key="placeholder" class="block w-full truncate text-sm text-muted-foreground">CODE
Hyper-Verbose Identifiers3 hits · 3 pts
SeverityFileLineSnippetContext
LOWfrontend/utils/unregister-service-worker.js7export function unregisterLegacyServiceWorker() {CODE
LOWfrontend/data/achievements.js40export function createInitialAchievementsState() {CODE
LOWserver/service-status-store.js119export function startServiceStatusPolling() {CODE
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUMfrontend/locales/security-checklist/en.json131 "details": "Having different passwords for each account is a good first step, but if you also use a uniqCODE