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ZSeven-W/openpencil

https://github.com/ZSeven-W/openpencil.git · scanned 2026-05-16 02:06 UTC (2 weeks, 6 days ago) · 10 languages

275 findings (32 legacy + 243 scanner) 38th percentile · Typescript · large (100-500K LoC) Scanner says 61 (higher by 12)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 28 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
67.6
/100
Repobility
74
28 legacy
9-layer
61
100.0% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 89.8 0.25 22.45
testing_score 76.0 0.20 15.20
documentation_score 58.7 0.15 8.80
practices_score 85.0 0.15 12.75
code_quality 47.8 0.10 4.78
Overall 1.00 73.0
Calibrated penalty buckets (security_score): web: 3.0 · agent: 2.3 · authz: 1.2 · docker: 3.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 16 Medium 7 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 28 9-layer 0 Crowd 0 Layer: Quality 23 Security 1 Cicd 3 Software 1

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Fragile runtime 23 findings
What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.
Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.
How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.
Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).
12 matching findings on this repo
  • medium Public web service has no security.txt .well-known/security.txt
  • medium Public web app has no Content Security Policy index.html
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. apps/web/server/api/ai/connect-agent.ts:790
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. apps/web/server/utils/codex-client.ts:152
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. apps/desktop/main.ts:696
  • medium localStorage write failures are swallowed silently apps/web/src/utils/app-storage.ts:67
  • medium Duplicated implementation block across source files apps/web/src/components/shared/builtin-provider-s…:341
  • medium Duplicated implementation block across source files apps/web/src/components/panels/variables-panel.tsx:28
  • medium Duplicated implementation block across source files apps/web/src/components/panels/text-layout-sectio…:28
  • medium Duplicated implementation block across source files apps/web/src/components/panels/image-section.tsx:25
  • medium Duplicated implementation block across source files apps/web/src/components/panels/git-panel/git-pane…:8
  • medium Duplicated implementation block across source files apps/web/server/utils/resolve-gemini-cli.ts:5
View all fragile runtime findings →
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