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.
Sign up free Scan another repo

thaddaeus/ConsoleForge

https://github.com/thaddaeus/ConsoleForge · scanned 2026-06-16 00:33 UTC (2 months, 2 weeks ago)

21 raw signals (0 security + 21 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 21 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.2
/100
Security checks
77
0 findings
System graph
77
55.6% cov · 21 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 5 Low 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 21 Crowd 0 Layer: Software 10 Frontend 1 Security 1 Quality 9
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 77.2/100 with 55.6% coverage. It contains 91 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 21 findings — concentrated in software (10), quality (9), frontend (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 19 of 21 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — icon-concepts/build_icns.py:43
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 4 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 13 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 quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: icon-concepts/generate_refined.py:rounded_rect_mask, icon-concepts/generate_final.py:rounded_rect_mask 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…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: icon-concepts/generate_icons.py:apply_mask, icon-concepts/generate_refined.py:apply_mask, icon-concepts/generate_final.py:apply_mask This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Co…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_icons.py:75
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_icons.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_3
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_icons.py:200
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_3a
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_refined.py:79
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_3b
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_refined.py:144
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_4
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_icons.py:264
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_4a
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_refined.py:223
low System graph software Dead code conf 1.00 Possibly dead Python function: concept_4b
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_refined.py:292
low System graph software Dead code conf 1.00 Possibly dead Python function: icon_dark
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_final.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: icon_light
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
icon-concepts/generate_final.py:92
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
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/80a2e96e-d388-4ed7-a3a3-0633ef8e952c/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/80a2e96e-d388-4ed7-a3a3-0633ef8e952c/

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.