Please let your fancy AIs scan my Qubes-Snitch code to find bugs

Done! Here’s the result:
MD files can’t be uploaded here on the forum, so I added “.log” to the filename.
audit-results-opus-4.8-max.md.log (15.6 KB)

I requested Claude Opus 4.8 Max to re-examine the audit report using this prompt:

Check @audit-results-opus-4.8-max.md against the source code.
Are these issues real or false positives?

To prevent data loss from token limits or timeouts, you must stream your findings into a file named `review-by-opus-4.8-max_audit-results-opus-4.8-max.md` in the current directory.

review-by-opus-4.8-max_audit-results-opus-4.8-max.md.log (13.2 KB)

:face_with_monocle:
PS: Some statistics:
Audit

✻ Cooked for 25m 11s

❯ /context 
  ⎿  Context Usage
     ⛀ ⛁ ⛀ ⛀ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁   Opus 4.8
     ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁   claude-opus-4-8
     ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁   213.7k/500k tokens (43%)
     ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ 
     ⛁ ⛁ ⛁ ⛁ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   Estimated usage by category
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ System prompt: 2.5k tokens (0.5%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ System tools: 8.3k tokens (1.7%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ Skills: 1.9k tokens (0.4%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ Messages: 201.5k tokens (40.3%)
     ⛶ ⛶ ⛶ ⛝ ⛝ ⛝ ⛝ ⛝ ⛝ ⛝   ⛶ Free space: 252.7k (50.5%)
                           ⛝ Autocompact buffer: 33k tokens (6.6%)
      Suggestions
      ℹ File reads using 42.7k tokens (9%) → save ~12.8k

Audit Verification:

✻ Cooked for 8m 59s

❯ /context 
  ⎿  Context Usage
     ⛀ ⛁ ⛀ ⛀ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁   Opus 4.8
     ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁   claude-opus-4-8
     ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛁ ⛶ ⛶   132.7k/500k tokens (27%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ 
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   Estimated usage by category
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ System prompt: 2.5k tokens (0.5%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ System tools: 8.3k tokens (1.7%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ Skills: 1.9k tokens (0.4%)
     ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶ ⛶   ⛁ Messages: 121.1k tokens (24.2%)
     ⛶ ⛶ ⛶ ⛝ ⛝ ⛝ ⛝ ⛝ ⛝ ⛝   ⛶ Free space: 333.2k (66.6%)
                           ⛝ Autocompact buffer: 33k tokens (6.6%)
      Suggestions
      ℹ File reads using 42.8k tokens (9%) → save ~12.8k

Total Consumption (Pro Account)
6% of weekly limit
56% of 5-hour limit

PPS: Original Prompt:

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