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https://github.com/google-ai-edge/gallery.git · scanned 2026-05-17 03:24 UTC (16 hours, 59 minutes ago) · 10 languages

45 findings (21 legacy + 24 scanner) Scanner says 90 (lower by 34)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 16 hours, 59 minutes ago · v2 · 33 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON

{# ── 2026-05-17 R27 #5: score breakdown panel ────────────────────── Surfaces the score_breakdown JSON that's been silently stored on Repository for months. Turns hidden math into a trust signal. #}

Score breakdown â 2026-05-17-v4 calibration-aware

Component	Sub-score	Weight	Contribution
`structure_score`	40.0	0.15	6.00
`security_score`	94.0	0.25	23.50
`testing_score`	0.0	0.20	0.00
`documentation_score`	75.0	0.15	11.25
`practices_score`	65.0	0.15	9.75
`code_quality`	50.0	0.10	5.00
Overall		1.00	55.5

Calibrated penalty buckets (security_score): threat: 6.0

Severity distribution — click a segment to filter

Active filters: search: "commented-code" × excluding tests × Reset all

Scan summary Repository scanned at 89.7/100 with 77.8% coverage. It contains 553 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 12 findings — concentrated in cicd (6), frontend (2), quality (2). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the cicd layer findings first — that's where the highest-impact wins live.

Showing 1 of 33 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

info 9-layer quality integrity conf 1.00 Commented-code block (5 lines) in skills/featured/restaurant-roulette/scripts/index.js:23

A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.

integritycommented-codedead-code

{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

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