charlax/professional-programming

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9 of your 12 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 4.7s · analysis 0.45s · 4.9 MB · GitHub API rate-limit (preflight)

https://github.com/charlax/professional-programming · scanned 2026-06-05 11:42 UTC (5 days, 10 hours ago) · 10 languages

22 raw signals (10 security + 12 graph) 95th percentile · Python · tiny (<2K LoC) System graph score 96 (lower by 20)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 10 hours ago · v2 · 14 actionable findings from 2 signal sources. 2 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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77.8% cov · 6 findings

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`	70.0	0.20	14.00
`documentation_score`	75.0	0.15	11.25
`practices_score`	70.0	0.15	10.50
`code_quality`	80.0	0.10	8.00
Overall		1.00	77.0

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 1 Medium 4 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 6 Crowd 0 Layer: Quality 9 Software 1 Api 1 Frontend 1 Security 1 Cicd 1

Exclude dismissed / FP Exclude test files

Scan summary Quality grade B+ (77/100). Dimensions: security 100, maintainability 55. 10 findings (3 security). 82 lines analyzed.

Showing 6 of 14 actionable findings. 16 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 software dependencies conf 0.90 ✓ Repobility 3 occurrences pre-commit hook `https://github.com/pre-commit/pre-commit-hooks` pinned to mutable rev `v6.0.0`

`.pre-commit-config.yaml` references `https://github.com/pre-commit/pre-commit-hooks` at `rev: v6.0.0`. If `{rev}` is a branch or version tag, the repo owner can push new code there and `pre-commit install --install-hooks` will fetch it on every developer's machine.

lines 2, 8, 12

.pre-commit-config.yaml:2, 8, 12 (3 hits)

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.

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

medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected

No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.

CI/CD securityCoverage

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

0 test file(s) for 3 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: antipatterns/python-examples/reraise_exceptions_good.py:put_in_toaster, antipatterns/python-examples/reraise_exceptions_bad.py:put_in_toaster This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hyg…

duplicatesduplication

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