BlackBox Labs — VS Code extension to detect provenance of AI Code!

Flag code for AI-provenance.

What it does

• Analyze file or workspace
• Analyze a commit (added lines only) from a list or an interactive commit tree.
• Code highlighting + Markdown report covering AI-Detection.
• Custom thresholds via bbx-policy.yml.

How to run it

• Shortcut: Ctrl+Alt+B opens the action menu (if unbound).

• GUI:

  • Status Bar (bottom-left): “BlackBox Policy Check” button.
  • Editor title bar (top-right): flask icon.

• Pick: Audit file, Audit whole repo, Pick commit from list, or Pick from tree.

Requirements

• Open folder/workspace; Git for commit features.
• Internet access
• Languages: Python, Java.

Policy file example

# BlackBox Labs Default Policy
rules:
  # --- AI Provenance Thresholds ---
  - id: ai_low_risk
    type: ai-threshold
    severity: low
    threshold: 0.30
    description: Minor stylistic or token-level AI influence. Logged for provenance only

  - id: ai_medium_risk
    type: ai-threshold
    severity: medium
    threshold: 0.55
    description: Mixed authorship. Light human review recommended

  - id: ai_high_risk
    type: ai-threshold
    severity: high
    threshold: 0.75
    description: Strong AI signature. Requires manual inspection

  - id: ai_critical_risk
    type: ai-threshold
    severity: critical
    threshold: 0.90
    description: Near-pure model generation. Requires audit for logic consistency, licensing, and attribution