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Top 5 patterns to fix first

Sorted by anomaly — patterns where this repo ranks worst against the corpus, weighted by severity. Fixing these brings the biggest improvement to your corpus percentile.

high 90th percentile (worse) self.attribute used but never assigned in __init__
25 instances in this repo · corpus median for python repos: 4 · seen in src/flask/config.py:124, src/flask/wrappers.py:206, src/flask/wrappers.py:205, …
high 75th percentile (worse) Phantom test coverage (assertion-free test)
25 instances in this repo · corpus median for python repos: 8 · seen in tests/test_cli.py:217, tests/test_config.py:132, tests/test_config.py:110, …
medium below median Bare except continues silently
4 instances in this repo · corpus median for python repos: 2 · seen in src/flask/cli.py:650, src/flask/cli.py:956, src/flask/app.py:1598, …
high top 10% FastAPI POST/PUT/DELETE/PATCH endpoint without auth
6 instances in this repo · corpus median for python repos: 63 · seen in examples/celery/src/task_app/views.py:30, examples/celery/src/task_app/views.py:36, examples/celery/src/task_app/views.py:22, …
high top 10% Weak Crypto
1 instance in this repo · corpus median for python repos: 4 · seen in src/flask/sessions.py:277
70 of your 88 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.89s · analysis 2.23s · 1.8 MB · GitHub preflight 425ms

pallets/flask

https://github.com/pallets/flask.git · scanned 2026-05-19 19:33 UTC (2 weeks, 2 days ago) · 10 languages

640 findings (88 legacy + 552 scanner) 94th percentile · Python · small (2-20K LoC) Scanner says 68 (higher by 20)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 2 days ago · v8 · 157 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
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 90.4 0.25 22.60
testing_score 100.0 0.20 20.00
documentation_score 73.0 0.15 10.95
practices_score 82.0 0.15 12.30
code_quality 64.0 0.10 6.40
Overall 1.00 87.2
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
Flask mutation route `<anonymous>` without `@login_required` — src/flask/sansio/app.py:626
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in src/flask/sansio/app.py:626.
src/flask/sansio/app.py:626
#2
Insecure pattern 'exec_used' in src/flask/config.py:209
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
src/flask/config.py:209
#3
Insecure pattern 'eval_used' in src/flask/cli.py:1023
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
src/flask/cli.py:1023
#4
Django CBV `MethodView` lacks `LoginRequiredMixin` — src/flask/views.py:138
GapSeverity.MEDIUM Layer.SECURITY score 0.349
Why: medium severity
Fix: Add `@login_required` (function view) or `LoginRequiredMixin` (CBV) in src/flask/views.py:138.
src/flask/views.py:138
#5
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#6
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/publish.yaml
#7
Possibly dead Python function: github_link
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in docs/conf.py:72; if framework-registered, add a docstring.
docs/conf.py:72
#8
Possibly dead Python function: setup
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in docs/conf.py:100; if framework-registered, add a docstring.
docs/conf.py:100
#9
Possibly dead Python function: close_db
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in examples/tutorial/flaskr/db.py:23; if framework-registered, add a docstring.
examples/tutorial/flaskr/db.py:23
#10
Possibly dead Python function: wrapper
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in src/flask/ctx.py:201; if framework-registered, add a docstring.
src/flask/ctx.py:201

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