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jsiek/deduce

https://github.com/jsiek/deduce · scanned 2026-06-05 14:50 UTC (5 days, 4 hours ago) · 10 languages

428 raw signals (138 security + 290 graph) 88th percentile · Python · medium (20-100K LoC) System graph score 79 (higher by 4)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 4 hours ago · v2 · 188 actionable findings from 2 signal sources. 95 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
83.8
/100
Security checks
89
69 findings
System graph
79
88.9% cov · 119 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 100.0 0.15 15.00
security_score 83.1 0.25 20.77
testing_score 100.0 0.20 20.00
documentation_score 83.0 0.15 12.45
practices_score 72.0 0.15 10.80
code_quality 42.4 0.10 4.24
Overall 1.00 83.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 10 Medium 21 Low 64 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 69 System graph 119 Crowd 0 Layer: Security 8 Cicd 7 Quality 119 Software 48 Frontend 2 Hardware 3 Api 1

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

#1
Flask mutation route `deduce_req` without `@login_required` — live_code_vercel_api/api.py:19
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in live_code_vercel_api/api.py:19.
live_code_vercel_api/api.py:19
#2
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#3
Docker base image uses a mutable or implicit tag: eecsautograder/ubuntu24:latest
GapSeverity.MEDIUM Layer.HARDWARE score 0.225
Why: medium severity
autograder_docker/Dockerfile:1
#4
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/static.yml
#5
Dockerfile runs as root: autograder_docker/Dockerfile
GapSeverity.MEDIUM Layer.HARDWARE score 0.225
Why: medium severity
#6
Network/subprocess call without timeout or try/except — test-deduce.py:543
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in test-deduce.py:543 to prevent hung calls.
#7
Network/subprocess call without timeout or try/except — compiler/compile_prelude.py:86
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in compiler/compile_prelude.py:86 to prevent hung calls.
#8
`fetch()` without try/.catch or AbortSignal — gh_pages/js/codeUtils.js:132
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Wrap the `fetch(...)` in `try { ... } catch` in gh_pages/js/codeUtils.js:132, OR pass `{ signal: AbortSignal.timeout(N) }` so the call cancels deterministically.
#9
Network/subprocess call without timeout or try/except — gh_pages/scripts/lib_generate.py:375
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in gh_pages/scripts/lib_generate.py:375 to prevent hung calls.
#10
Network/subprocess call without timeout or try/except — lsp/benchmark.py:90
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in lsp/benchmark.py:90 to prevent hung calls.

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