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21 of your 30 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.81s · analysis 4.68s · 2.3 MB · GitHub preflight 485ms

free-programming-books

https://github.com/EbookFoundation/free-programming-books.git · scanned 2026-06-05 04:09 UTC (11 hours, 50 minutes ago) · 10 languages

127 findings (22 legacy + 105 scanner) 80th percentile · Python · tiny (<2K LoC) Scanner says 92 (lower by 18)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 11 hours, 50 minutes ago · v5 · 43 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
82.4
/100
Repobility
73
22 legacy
9-layer
92
100.0% cov · 21 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 45.0 0.15 6.75
security_score 100.0 0.25 25.00
testing_score 70.0 0.20 14.00
documentation_score 75.0 0.15 11.25
practices_score 81.0 0.15 12.15
code_quality 47.0 0.10 4.70
Overall 1.00 73.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 23 Medium 7 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 22 9-layer 21 Crowd 0 Layer: Quality 5 Software 19 Api 1 Frontend 1 Security 1 Cicd 16

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

#1
tj-actions/changed-files is tag-pinned instead of SHA-pinned
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/check-urls.yml:45
#2
tj-actions/changed-files is tag-pinned instead of SHA-pinned
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/rtl-ltr-linter.yml:43
#3
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/detect-conflicting-prs.yml:32
#5
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/check-urls.yml:83
#6
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/issues-pinner.yml:38
#7
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/issues-pinner.yml:48
#8
Very low test-to-source ratio
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#9
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/comment-pr.yml:18
#10
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.LOW Layer.CICD score 0.100
Why: low severity
.github/workflows/check-urls.yml:40

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