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Beneficial-AI-Foundation/probe-aeneas

https://github.com/Beneficial-AI-Foundation/probe-aeneas · scanned 2026-06-17 01:20 UTC (1 month, 2 weeks ago)

22 raw signals (0 security + 22 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -18.0 (diff) · 8 actionable findings from 1 signal source. 14 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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44.4% cov · 8 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 0 Medium 5 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 8 Crowd 0 Layer: Security 1 Cicd 3 Quality 4

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 58.7/100 with 44.4% coverage. It contains 61 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 22 findings — concentrated in cicd (17), quality (4), security (1). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the cicd layer findings first — that's where the highest-impact wins live.

Showing 8 of 8 actionable findings. 22 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 quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing license. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

medium System graph cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned

dtolnay/rust-toolchain@stable can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

lines 20, 34, 60

.github/workflows/ci.yml:20, 34, 60 (3 hits)

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/ci.yml CI/CD securitySupply chainGithub actions

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

medium System graph quality Tests conf 1.00 Very low test-to-source ratio

1 test file(s) for 11 source file(s) (ratio 0.09). Consider adding integration or unit tests for critical paths.

Coverage

low System graph cicd CI/CD security conf 1.00 13 occurrences GitHub Action is tag-pinned rather than SHA-pinned

actions/cache@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

2 files, 13 locations

.github/workflows/release.yml:69, 85, 134, 161, 183, 190, 208, 233, +3 more (11 hits)

.github/workflows/ci.yml:39, 63 (2 hits)

CI/CD securitySupply chainGithub actions

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph quality Complexity conf 1.00 Very large file: src/extract.rs (1850 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

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