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Audit Playbook

This playbook is the PRD-4 end-to-end operator path. It proves that a sample statement row, workbook projection, ontology snapshot, audit events, and visual graph all carry the same transaction identity.

fn sample_statement() -> ingest_rows
fn ingest_rows() -> classify_transactions
fn classify_transactions() -> phi4_edge_proposals
fn phi4_edge_proposals() -> operator_review
fn operator_review() -> workbook_export
fn workbook_export() -> evidence_chain
fn evidence_chain() -> visual_audit_graph
fn visual_audit_graph() -> cpa_review
flowchart TD
    sample_statement["sample_statement"]
    ingest_rows["ingest_rows"]
    classify_transactions["classify_transactions"]
    phi4_edge_proposals["phi4_edge_proposals"]
    operator_review["operator_review"]
    workbook_export["workbook_export"]
    evidence_chain["evidence_chain"]
    visual_audit_graph["visual_audit_graph"]
    cpa_review["cpa_review"]
    sample_statement --> ingest_rows
    ingest_rows --> classify_transactions
    classify_transactions --> phi4_edge_proposals
    phi4_edge_proposals --> operator_review
    operator_review --> workbook_export
    workbook_export --> evidence_chain
    evidence_chain --> visual_audit_graph
    visual_audit_graph --> cpa_review

Runnable Paths

Basic deterministic path:

just mcp-cli-basic

Blocked diagnostic path:

just mcp-cli-spinning-wheels

Host playbook path with deterministic Phi-4 fallback:

just host-playbook-window

Host playbook path with local Phi-4 model assets:

just host-playbook-window-phi4

Host playbook path with Windows AI / Foundry Local:

just windows-ai-install
just windows-ai-setup
just windows-ai-smoke
just host-playbook-window-windows-ai

The Windows AI provider is selectable in the host window. It is not auto-selected. Use the Windows AI / Foundry Local control after the smoke test passes.