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.

willju-wangqian/ggpaintr

https://github.com/willju-wangqian/ggpaintr · scanned 2026-06-16 00:58 UTC (2 months, 1 week ago)

57 raw signals (0 security + 57 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 57 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Severity distribution — click a segment to filter
Active filters: severity: info × excluding tests × Reset all
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 59.2/100 with 77.8% coverage. It contains 469 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 57 findings — concentrated in security (28), quality (21), hardware (4). Risk profile is high: 0 critical, 25 high, 19 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 6 of 57 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

info System graph quality Integrity conf 1.00 Commented-code block (10 lines) in .claude/workflows/understand-package-api.js:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
commented codeDead code
info System graph quality Integrity conf 1.00 Commented-code block (5 lines) in dev/scripts/audit-probe.js:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
commented codeDead code
info System graph quality Integrity conf 1.00 Commented-code block (5 lines) in inst/www/ggpaintr-layer.js:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
commented codeDead code
info System graph quality Integrity conf 1.00 Commented-code block (5 lines) in inst/www/ggpaintr-ui.js:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
commented codeDead code
info System graph frontend Coverage conf 1.00 No frontend routes/components detected
No React/Vue/Next routes were found. This is fine for backend-only repos.
info System graph quality Provenance conf 1.00 Very short observed git history
The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis.
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/60478d88-0852-440e-b5e2-76b5420390fa/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/60478d88-0852-440e-b5e2-76b5420390fa/

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.