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166 of your 254 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 3.87s · analysis 37.5s · 29.9 MB · GitHub preflight 401ms

mukul975/Anthropic-Cybersecurity-Skills

https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git · scanned 2026-06-22 03:26 UTC (1 month, 1 week ago) · 10 languages

1265 raw signals (214 security + 1051 graph) 11/13 scanners ran 45th percentile · Python · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v1 · 970 actionable findings from 2 signal sources. 295 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 878 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	40.0	0.15	6.00
`security_score`	100.0	0.25	25.00
`testing_score`	70.0	0.20	14.00
`documentation_score`	100.0	0.15	15.00
`practices_score`	70.0	0.15	10.50
`code_quality`	54.0	0.10	5.40
Overall		1.00	75.9

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: layer: cicd × excluding tests × Reset all

Severity: Critical 33 High 425 Medium 351 Low 120 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 92 System graph 878 Crowd 0 Layer: Quality 302 Software 32 Security 629 Cicd 3 Network 4

Exclude dismissed / FP Exclude test files

Scan summary Repository scanned at 66.7/100 with 88.9% coverage. It contains 16552 nodes across 17 cross-layer flows, written primarily in mixed languages. Engine surfaced 1051 findings — concentrated in security (772), quality (247), software (26). Risk profile is high: 38 critical, 433 high, 382 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 3 of 970 actionable findings. 1265 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

.github/workflows/sync-marketplace-version.yml CI/CD securitySupply chainGithub actions

medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

.github/workflows/update-index.yml CI/CD securitySupply chainGithub actions

low Security checks cicd CI/CD security conf 0.90 ✓ Repobility 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned

[MINED115] Action `actions/checkout` pinned to mutable ref `@v4`: `uses: actions/checkout@v4` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect many repos. Treat official first-party actio…

3 files, 3 locations

.github/workflows/sync-marketplace-version.yml:14

.github/workflows/update-index.yml:17

.github/workflows/validate-skills.yml:16

CI/CD securitySupply chainGitHub Actions

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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