666ghj/MiroFish

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.

64 of your 215 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 6.49s · analysis 12.54s · 8.6 MB · GitHub preflight 141ms

https://github.com/666ghj/MiroFish · scanned 2026-06-05 09:00 UTC (5 days, 19 hours ago) · 10 languages

449 raw signals (199 security + 250 graph) 41st percentile · Python · medium (20-100K LoC) System graph score 63 (lower by 12)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 19 hours ago · v2 · 236 actionable findings from 2 signal sources. 88 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

100.0% cov · 100 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	75.0	0.15	11.25
`security_score`	45.5	0.25	11.38
`testing_score`	7.0	0.20	1.40
`documentation_score`	88.0	0.15	13.20
`practices_score`	77.0	0.15	11.55
`code_quality`	18.6	0.10	1.86
Overall		1.00	50.6

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 2 High 52 Medium 59 Low 107 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 136 System graph 100 Crowd 0 Layer: Software 138 Cicd 9 Quality 27 Frontend 8 Hardware 3 Security 1 Api 50

Exclude dismissed / FP Exclude test files

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.

Duplicates & near-duplicates 2 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

2 matching findings on this repo

low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 2 places repo-level

View all duplicates & near-duplicates findings →

Commented-out code 1 finding

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/`.

1 matching finding on this repo

info Commented-code block (8 lines) in backend/app/api/simulation.py:303

View all commented-out code findings →

Config drift 4 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.

4 matching findings on this repo

low File has no detected symbols: frontend/vite.config.js
low Unused endpoint: ANY /<simulation_id>/config/realtime
low Unused endpoint: ANY /<simulation_id>/config
low Unused endpoint: ANY /<simulation_id>/config/download

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/4add78d0-7bff-4c0e-a52c-ccae6cb92627/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/4add78d0-7bff-4c0e-a52c-ccae6cb92627/

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.