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TommyMaHaoKun/CAS_MONSTER_WEBSITE

https://github.com/TommyMaHaoKun/CAS_MONSTER_WEBSITE · scanned 2026-06-16 00:39 UTC (2 months, 1 week ago)

22 raw signals (0 security + 22 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 17 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 17 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 1 High 1 Medium 6 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 17 Crowd 0 Layer: Hardware 3 Frontend 1 Security 4 Cicd 1 Quality 7 Api 1

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 71.2/100 with 88.9% coverage. It contains 80 nodes across 2 cross-layer flows, written primarily in mixed languages. Engine surfaced 22 findings — concentrated in quality (9), security (7), hardware (3). Risk profile is high: 4 critical, 1 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 16 of 17 actionable findings. 22 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph security Secrets conf 1.00 4 occurrences Possible secret in static/script.js

Detected pattern matching password_literal. Rotate the credential and move to a secret manager.

lines 9, 57, 95, 143

static/script.js:9, 57, 95, 143 (4 hits)

high System graph security auth conf 1.00 Flask mutation route `chat_cas` without `@login_required` — app.py:883

Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.

app.py:883 securityAuth flask unauth route

medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data

A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.

Mock dataCritical flowGenerated repo pattern

medium System graph hardware Security conf 1.00 Dockerfile runs as root: Dockerfile

No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.

Container

medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in static/script.js:193

Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.

static/script.js:193 Direct innerhtml assignment

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected

No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.

CI/CD securityCoverage

medium System graph quality Tests conf 1.00 Very low test-to-source ratio

0 test file(s) for 2 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found

Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.

Deployment

low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-slim

Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.

Dockerfile:1 containersPinned dependencies

low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: app.py:generate_reflection_summary_deepseek, app.py:generate_reflection_content_deepseek This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.

3 occurrences

repo-level (3 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places

Functions with the same first-5-line body hash: app.py:task, app.py:task, app.py:task, app.py:task This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.

duplicatesduplication

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence

The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.

Git historyGenerated repo pattern

low System graph api Wiring conf 1.00 Unused endpoint: ANY /

`app.py` declares `ANY /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

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