Adversarial Auditor Skill

Deep forensic and adversarial scrutiny skill distilled from the BroccoliDB compaction learnings and Osmosis methodology.

📋 Operational Protocol

1. Plan Red-Teaming (adversarial_scrutinize_plan):

   • Inspect proposed architecture against 5 vulnerability vectors (verification omission, rollback gap, ungrounded metrics, context amnesia, edge case absence).
   • Reject fail-closed any plan lacking concrete test commands or safety boundaries.

2. Provenance Grounding Verification (adversarial_audit_provenance):

   • Verify that all numbers, claims, and conclusions have character-level or semantic grounding in source evidence.
   • Reject synthetic placeholders (TBD, TODO_LATER, mocked numbers).

3. Cognitive Spend Decomposition (adversarial_decompose_spend):

   • Separate compressible fluff (conversational filler, nested quotes, redundant whitespace) from irreducible task invariants.
   • Target >35% token reduction on bloated prompts.

4. Completion Receipt Validation (adversarial_verify_completion):

   • Inspect stdout receipts from compiler and test suites.
   • Fail closed if receipts are missing, simulated-only, or contain error indicators.

🛡️ Invariants

• Zero subshell execution overhead (<0.1 ms in-memory assertions).
• Fail-closed gate enforcement.