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https://github.com/google-ai-edge/gallery.git · scanned 2026-05-17 03:24 UTC (12 hours, 57 minutes ago) · 10 languages

45 findings (21 legacy + 24 scanner) Scanner says 90 (lower by 33)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 12 hours, 57 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
Combined
76.6
/100
Repobility
64
21 legacy
9-layer
90
77.8% cov · 12 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 5 Medium 4 Low 21 Source: Legacy 21 9-layer 12 Crowd 0 Layer: Security 3 Quality 18 Software 3 Api 1 Frontend 2 Cicd 6

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#2
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/static.yml
#3
Very low test-to-source ratio
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#4
Stray `console.log` in TS/JS — Android/src/app/src/main/assets/tinygarden/main-K5DSW5YL.js:19
GapSeverity.LOW Layer.FRONTEND score 0.170
Why: low severity · fix is short / mechanical
Fix: Delete or guard the `console.log` in Android/src/app/src/main/assets/tinygarden/main-K5DSW5YL.js:19.
#5
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/build_android.yaml:23
#6
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/static.yml:35
#7
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/static.yml:43
#8
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/static.yml:45
#9
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/static.yml:51
#10
Commented-code block (5 lines) in skills/featured/restaurant-roulette/scripts/index.js:23
GapSeverity.INFO Layer.QUALITY score 0.034
Why: info severity · crashes are likely without this
Fix: If genuinely unused, remove the function; if framework-registered, add a docstring.

Click "Find this gap" on any action above to jump to it on the Findings tab. Adjust the chip bar to filter by impact (severity), layer, or source.

{# ── 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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