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thomasb6/FundusTracker

https://github.com/thomasb6/FundusTracker · scanned 2026-06-16 00:35 UTC (2 months, 2 weeks ago)

26 raw signals (0 security + 26 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 23 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.8
/100
Security checks
80
0 findings
System graph
80
88.9% cov · 23 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 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Software 7 Frontend 2 Hardware 3 Security 2 Quality 9
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Scan summary Repository scanned at 79.8/100 with 88.9% coverage. It contains 332 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 26 findings — concentrated in quality (12), software (7), hardware (3). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 21 of 23 actionable findings. 26 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.

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 assets/shortcuts_help.js:39
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
assets/shortcuts_help.js:39 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — main.py:469
`requests.get(...)` 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
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 quality Debug conf 1.00 Debug logging residue appears in source files
Found 18 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 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 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: main.py:shape_for_plotly, main.py:s 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.
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `s_old` in main.py:4459
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: count_access_requests
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:191
low System graph software Dead code conf 1.00 Possibly dead Python function: header
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:7552
low System graph software Dead code conf 1.00 Possibly dead Python function: layout_compare
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:2626
low System graph software Dead code conf 1.00 Possibly dead Python function: layout_login
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:989
low System graph software Dead code conf 1.00 Possibly dead Python function: list_dossiers_for_patient
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:464
low System graph software Dead code conf 1.00 Possibly dead Python function: load_global_patient_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:229
low System graph software Dead code conf 1.00 Possibly dead Python function: save_global_patient_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:237
low System graph quality Docs conf 1.00 README lacks setup or run instructions
A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin.
ReadmeRepo 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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — assets/keyboard_shortcuts.js:19
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: main.py (8285 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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