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gptme/gptme

https://github.com/gptme/gptme.git · scanned 2026-05-16 01:47 UTC (2 weeks, 6 days ago) · 10 languages

431 findings (58 legacy + 373 scanner) 13th percentile · Python · large (100-500K LoC) Scanner says 46 (higher by 13)

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

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 47 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
45.1
/100
Repobility
44
47 legacy
9-layer
46
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 14.0 0.25 3.50
testing_score 100.0 0.20 20.00
documentation_score 73.0 0.15 10.95
practices_score 65.0 0.15 9.75
code_quality 56.6 0.10 5.66
Overall 1.00 58.9
Calibrated penalty buckets (security_score): web: 1.6 · agent: 1.1 · authz: 2.1 · docker: 15.6 · threat: 46.0 · journey: 19.7
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 26 Medium 13 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 47 9-layer 0 Crowd 0 Layer: Quality 20 Security 19 Cicd 8

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 20 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 Frontend API reference is not matched by discovered backend routes gptme/server/static/main.js:296
  • medium Frontend API reference is not matched by discovered backend routes gptme/server/static/main.js:219
  • medium Frontend API reference is not matched by discovered backend routes gptme/server/static/main.js:165
  • medium Frontend API reference is not matched by discovered backend routes gptme/server/static/main.js:5
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. webui/src/components/ConversationContent.tsx:51
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … gptme/tools/restart.py:146
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … gptme/tools/_browser_playwright.py:228
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … scripts/demo_capture.py:380
  • medium Codex session log reader may expose prompts or tool-call content gptme/hooks/workspace_agents.py:3
  • medium Duplicated implementation block across source files gptme/util/install.py:10
  • medium Duplicated implementation block across source files gptme/util/_telemetry.py:199
View all fragile runtime findings →
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