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
47 of your 101 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 26.19s · analysis 3.26s · 26.9 MB · GitHub API rate-limit (preflight)

Lum1104/Understand-Anything

https://github.com/Lum1104/Understand-Anything · scanned 2026-06-05 11:29 UTC (5 days, 13 hours ago) · 10 languages

267 raw signals (95 security + 172 graph) 11/13 scanners ran 89th percentile · Typescript · medium (20-100K LoC) System graph score 88 (lower by 3)

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

Complete repo analysis

Last scanned 5 days, 13 hours ago · v2 · 109 actionable findings from 2 signal sources. 47 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
85.1
/100
Security checks
82
24 findings
System graph
88
100.0% cov · 85 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 94.0 0.15 14.10
practices_score 72.0 0.15 10.80
code_quality 68.0 0.10 6.80
Overall 1.00 85.7
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 6 Medium 5 Low 66 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 24 System graph 85 Crowd 0 Layer: Quality 25 Security 2 Cicd 9 Software 54 Frontend 19

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Commented-out code 8 findings
What it is: Lines of source that were intentionally disabled but never deleted.
Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.
How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.
Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.
8 matching findings on this repo
  • info Commented-code block (5 lines) in vitest.config.ts:3
  • info Commented-code block (5 lines) in understand-anything-plugin/vitest.config.ts:3
  • info Commented-code block (5 lines) in understand-anything-plugin/packages/dashboard…
  • info Commented-code block (5 lines) in understand-anything-plugin/packages/dashboard…
  • info Commented-code block (5 lines) in understand-anything-plugin/packages/core/src/…
  • info Commented-code block (5 lines) in understand-anything-plugin/packages/core/src/…
  • info Commented-code block (5 lines) in understand-anything-plugin/skills/understand/…
  • info Commented-code block (5 lines) in tests/skill/understand/test_merge_batch_graph…
View all commented-out code findings →
Config drift 21 findings
What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.
Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.
How AI causes it: AI writes new config from memory rather than reading the existing source.
Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.
12 matching findings on this repo
  • low File has no detected symbols: vitest.config.ts
  • low File has no detected symbols: understand-anything-plugin/vitest.config.ts
  • low File has no detected symbols: understand-anything-plugin/packages/dashboard/vit…
  • low File has no detected symbols: understand-anything-plugin/packages/core/vitest.c…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
  • low File has no detected symbols: understand-anything-plugin/packages/core/src/lang…
View all config drift findings →
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/7b145f12-b457-4f39-8ff8-be3c3ef914d9/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/7b145f12-b457-4f39-8ff8-be3c3ef914d9/

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.