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charlax/professional-programming

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

JSON
Combined
86.9
/100
Security checks
77
8 findings
System graph
97
77.8% cov · 6 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 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

All 50 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
feature-flags.md software healthy feature-flags.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
glossary.md software healthy glossary.md
code-antipatterns.md software healthy antipatterns/code-antipatterns.md
README.md software healthy antipatterns/README.md
scalability-antipatterns.md software healthy antipatterns/scalability-antipatterns.md
mvcs-antipatterns.md software healthy antipatterns/mvcs-antipatterns.md
database-antipatterns.md software healthy antipatterns/database-antipatterns.md
sqlalchemy-antipatterns.md software healthy antipatterns/sqlalchemy-antipatterns.md
error-handling-antipatterns.md software healthy antipatterns/error-handling-antipatterns.md
tests-antipatterns.md software healthy antipatterns/tests-antipatterns.md
reraise_exceptions_good.py software healthy antipatterns/python-examples/reraise_exceptions_good.py
reraise_exceptions_bad.py software healthy antipatterns/python-examples/reraise_exceptions_bad.py
exists.py software healthy antipatterns/sqlalchemy-examples/exists.py
List of AI and LLM learning resources 20260104144118.md software healthy list-of-links/List of AI and LLM learning resources 2026010…
README.md software healthy training/web-dev/README.md
README.md software healthy training/learning-python/README.md
01-modern-javascript.md software healthy training/front-end/01-modern-javascript.md
README.md software healthy training/front-end/README.md
02-react.md software healthy training/front-end/02-react.md
06-front-end-development-practices.md software healthy training/front-end/06-front-end-development-practices.md
05-css-html-restart.md software healthy training/front-end/05-css-html-restart.md
04-the-browser.md software healthy training/front-end/04-the-browser.md
03-typescript.md software healthy training/front-end/03-typescript.md
hoisting.html software healthy training/front-end/examples/hoisting.html

LabelLayerStatusPath
antipatterns software healthy antipatterns
python-examples software healthy antipatterns/python-examples
sqlalchemy-examples software healthy antipatterns/sqlalchemy-examples
list-of-links software healthy list-of-links
training software healthy training
web-dev software healthy training/web-dev
learning-python software healthy training/learning-python
front-end software healthy training/front-end
examples software healthy training/front-end/examples

LabelLayerStatusPath
toast software healthy antipatterns/python-examples/reraise_exceptions_good.py:10
put_in_toaster software healthy antipatterns/python-examples/reraise_exceptions_good.py:18
toast software healthy antipatterns/python-examples/reraise_exceptions_bad.py:10
put_in_toaster software healthy antipatterns/python-examples/reraise_exceptions_bad.py:17
toaster_exists_bad software healthy antipatterns/sqlalchemy-examples/exists.py:20
toaster_exists_good software healthy antipatterns/sqlalchemy-examples/exists.py:25
main software healthy antipatterns/sqlalchemy-examples/exists.py:31

LabelLayerStatusPath
ToastException software healthy antipatterns/python-examples/reraise_exceptions_good.py:6
ToastException software healthy antipatterns/python-examples/reraise_exceptions_bad.py:6
Toaster software healthy antipatterns/sqlalchemy-examples/exists.py:12

LabelLayerStatusPath
Toaster data healthy antipatterns/sqlalchemy-examples/exists.py
toasters data healthy antipatterns/sqlalchemy-examples/exists.py

LabelLayerStatusPath
repobility-clone-r6wumkr9 software healthy /tmp/repobility-clone-r6wumkr9

LabelLayerStatusPath
sqlite data healthy antipatterns/sqlalchemy-examples/exists.py
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