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LearnPrompt/ai-news-radar

https://github.com/LearnPrompt/ai-news-radar · scanned 2026-06-05 19:27 UTC (4 days, 15 hours ago) · 10 languages

124 raw signals (58 security + 66 graph) 11/13 scanners ran 71st percentile · Python · small (2-20K LoC) System graph score 92 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 15 hours ago · v2 · 37 actionable findings from 2 signal sources. 29 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
84.8
/100
Security checks
77
8 findings
System graph
92
88.9% cov · 29 findings
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 55.0 0.15 8.25
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 52.0 0.15 7.80
practices_score 72.0 0.15 10.80
code_quality 53.0 0.10 5.30
Overall 1.00 77.1
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 4 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 29 Crowd 0 Layer: Quality 10 Cicd 2 Software 22 Api 1 Frontend 1 Security 1
Scan summary Quality grade B+ (77/100). Dimensions: security 100, maintainability 55. 58 findings (2 security). 7,024 lines analyzed.

Showing 32 of 37 actionable findings. 66 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.

high Security checks quality Quality conf 1.00 ✓ Repobility [MINED107] Missing import: `html` used but not imported: The file uses `html.something(...)` but never imports `html`. This raises NameError at runtime the first time the line executes.
Add `import html` at the top of the file.
scripts/update_news.py:1974
low Security checks cicd CI/CD security conf 0.90 ✓ Repobility 4 occurrences GitHub Action is tag-pinned rather than SHA-pinned
[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` 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 ~23K repos. Pin to a 40-char commit SHA + lo…
lines 21, 24
.github/workflows/update-news.yml:21, 24 (4 hits)
CI/CD securitySupply chainGitHub Actions
medium Security checks quality Practices conf 1.00 [CFG006] Missing .gitignore: No .gitignore file. Risk of committing secrets and build artifacts.
Add a .gitignore appropriate for your language/framework.
low Security checks quality Error handling conf 0.55 ✓ Repobility 25 occurrences Broad exception handler needs review
This handler catches Exception/BaseException. It is actionable when it swallows errors without logging, re-raising, or returning a structured error. Handlers that intentionally convert exceptions into typed error results should not be treated as high risk.
lines 163, 202, 209, 235, 259, 311, 317, 369, +17 more
scripts/update_news.py:163, 202, 209, 235, 259, 311, 317, 369, +17 more (25 hits)
Error handlingquality
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — assets/app.js:1059
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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-news.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.). Either auth lives in custom code, in a separate service, or is missing.
auth
low Security checks quality Documentation No LICENSE file
Add a LICENSE file to your repository. Use choosealicense.com to pick the right license (MIT for permissive, Apache 2.0 for patent protection, GPL for copyleft).
low System graph software Dead code candidate conf 1.00 File has no detected symbols: assets/motion.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: tests/conftest.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/ai_relevance.py:contains_meaningful_ai_signal, scripts/update_news.py:contains_meaningful_ai_signal This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: env_float
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:2701
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_balanced_json
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:703
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_next_data_payload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:750
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_next_f_merged
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:692
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_ai_breakfast
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1327
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_ai_hubtoday
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1490
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_aibase
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1586
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_bestblogs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:920
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_buzzing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:813
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_follow_builders
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1417
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_iris
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:850
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_newsnow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1764
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_official_ai_updates
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1260
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_single_feed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:2126
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_techurls
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:764
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_tophub
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1010
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_zeli
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:1071
low System graph software Dead code conf 1.00 Possibly dead Python function: item_time
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/audit_ai_relevance.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:3186
low System graph software Dead code conf 1.00 Possibly dead Python function: source_tier_sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/update_news.py:2400
low System graph quality Complexity conf 1.00 Very large file: scripts/update_news.py (3732 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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