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Implement VCS Layer 3 and Neuro-Symbolic Verification - #104

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jules-10018238225337101032-5553cfa6
Sep 21, 2026
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projectedanx merged 1 commit into
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jules-10018238225337101032-5553cfa6

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This PR implements the theoretical framework for the Verifiable Cognition Stack (VCS) Layer 3.

Changes include:

  • Architectural specifications mapping Semantic Integrity Constraints (SICs) to Verification Mandates (ADR 35, 36, 37).
  • Glossary and Lexicon updates for F-IPI, SEPAO, VSC, SCTS, etc.
  • gudhi_topological_monitor.py: Computes Persistent Homology (Betti-1/Betti-2) using GUDHI to detect Manifold Tearing (with fallback logic).
  • sepao_scanner.py: AST parser that maps semantic drift deltas and triggers Failure-Informed Prompt Inversion.
  • Detailed markdown research papers corresponding to the theoretical prompts.

PR created automatically by Jules for task 10018238225337101032 started by @projectedanx

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👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

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projectedanx merged commit 21f8964 into main Sep 21, 2026
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projectedanx deleted the jules-10018238225337101032-5553cfa6 branch September 21, 2026 15:06
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