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alvinreal/awesome-opensource-ai

https://github.com/alvinreal/awesome-opensource-ai.git · scanned 2026-05-16 18:03 UTC (1 day, 3 hours ago) · 10 languages

19 findings (3 legacy + 16 scanner) 59th percentile · Python · tiny (<2K LoC) Scanner says 89 (lower by 17)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 day, 3 hours ago · v2 · 11 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
79.8
/100
Repobility
71
3 legacy
9-layer
89
66.7% cov · 8 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
{# ── 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. #}
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 2 Medium 3 Low 4 Source: Legacy 3 9-layer 8 Crowd 0 Layer: Quality 2 Software 1 Security 2 Api 1 Frontend 1 Cicd 4

Top 8 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
Very low test-to-source ratio
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#3
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/validate-awesome.yml:27
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/validate-awesome.yml:30
#5
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/validate-awesome.yml:44
#6
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/validate-awesome.yml:47
#7
No API endpoints detected
GapSeverity.INFO Layer.API score 0.025
Why: info severity
#8
No frontend routes/components detected
GapSeverity.INFO Layer.FRONTEND score 0.025
Why: info severity

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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