Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

savvatsekmes/Liminal

https://github.com/savvatsekmes/Liminal · scanned 2026-06-16 04:38 UTC (1 month, 3 weeks ago)

15 raw signals (0 security + 15 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 15 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

66.7% cov · 15 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 4 Medium 2 Low 6 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 15 Crowd 0 Layer: Software 4 Security 5 Quality 6

Exclude dismissed / FP Exclude test files

Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.

Scan summary Repository scanned at 85.5/100 with 66.7% coverage. It contains 64 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 15 findings — concentrated in quality (6), security (5), software (4). Risk profile is high: 0 critical, 4 high, 2 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 12 of 15 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security auth conf 1.00 FastAPI POST `preload` without auth dependency — tts_server.py:473

`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.

tts_server.py:473 securityAuth fastapi unauth mutation

high System graph security auth conf 1.00 FastAPI POST `synthesise` without auth dependency — tts_server.py:564

`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.

tts_server.py:564 securityAuth fastapi unauth mutation

high System graph security auth conf 1.00 FastAPI POST `transcribe` without auth dependency — tts_server.py:735

`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.

tts_server.py:735 securityAuth fastapi unauth mutation

high System graph security auth conf 1.00 FastAPI POST `whisper_preload` without auth dependency — tts_server.py:725

`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.

tts_server.py:725 securityAuth fastapi unauth mutation

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 quality Tests conf 1.00 Very low test-to-source ratio

0 test file(s) for 3 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: ci, tests. 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 quality Debug conf 1.00 Debug logging residue appears in source files

Found 7 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.

CleanupRepo hardeningGenerated repo pattern

low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_assert

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

yubikey_helper.py:266

low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_enroll

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

yubikey_helper.py:180

low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_is_present

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

yubikey_helper.py:165

low System graph software Dead code conf 1.00 Possibly dead Python function: coerce

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

tts_server.py:375

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/0d17fdfa-74c4-44e3-8005-fd3abf9138f2/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/0d17fdfa-74c4-44e3-8005-fd3abf9138f2/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.