alvinreal/awesome-opensource-ai

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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) 65th 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

{# ── 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

Scan summary Repository scanned at 88.7/100 with 66.7% coverage. It contains 32 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 8 findings — concentrated in cicd (4), api (1), frontend (1). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the cicd layer findings first — that's where the highest-impact wins live.

Showing 11 of 11 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy security path_traversal conf 0.80 [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.

Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.

tools/validate_awesome.py:358 path_traversallegacy

high Legacy software ssrf conf 1.00 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches.

Validate the URL against an allowlist BEFORE fetching: ALLOWED = {'images.example.com', 'cdn.example.com'} host = urlparse(url).hostname if host not in ALLOWED: abort(400) Or use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request h…

tools/validate_awesome.py:358 ssrflegacy

medium Legacy quality quality Average file size is 567 lines (recommend <300)

Refactor large files by extracting related functions into separate modules. Target files with 300+ lines first. Use the Single Responsibility Principle — each module should have one clear purpose.

qualitylegacy

medium 9-layer security coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.

coverageauth

medium 9-layer quality tests conf 1.00 Very low test-to-source ratio

0 test file(s) for 1 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.

testscoverage

low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned

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

.github/workflows/validate-awesome.yml:27 supply-chaingithub-actionspinned-dependencies

low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned

actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

.github/workflows/validate-awesome.yml:30 supply-chaingithub-actionspinned-dependencies

low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned

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

.github/workflows/validate-awesome.yml:44 supply-chaingithub-actionspinned-dependencies

low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned

actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

.github/workflows/validate-awesome.yml:47 supply-chaingithub-actionspinned-dependencies

info 9-layer api coverage conf 1.00 No API endpoints detected

The scanner did not find FastAPI/Flask/Express/NestJS/GraphQL/gRPC routes. If this repo exposes APIs, the framework may be unsupported.

coverage

info 9-layer frontend coverage conf 1.00 No frontend routes/components detected

No React/Vue/Next routes were found. This is fine for backend-only repos.

coverage

{# ── 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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