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0001 # diagram4_delta_before_after
0002 
0003 The 6-month delta visualized. Same boxes, one arrow moves, one audit
0004 loop added. Makes the project feel like a bounded increment on an
0005 operational system, not a research leap.
0006 
0007 ```mermaid
0008 flowchart LR
0009     classDef llm fill:#e3f2fd,stroke:#1565c0,stroke-width:2px,color:#000
0010     classDef human fill:#fff3e0,stroke:#e65100,stroke-width:2px,color:#000
0011     classDef wfms fill:#f3e5f5,stroke:#6a1b9a,stroke-width:2px,color:#000
0012     classDef audit fill:#fffde7,stroke:#f9a825,stroke-dasharray:4 3,color:#000
0013     classDef delta fill:#fce4ec,stroke:#ad1457,color:#000
0014 
0015     subgraph TODAY["<b>Today</b> — LLM informs, human decides"]
0016         direction TB
0017         T_LLM["LLM"]:::llm
0018         T_MCP["MCP tools<br/><i>reads · analyzes</i>"]:::llm
0019         T_HUM["<b>Human decides</b>"]:::human
0020         T_WFMS["WFMS acts"]:::wfms
0021         T_LLM --> T_MCP --> T_HUM --> T_WFMS
0022     end
0023 
0024     subgraph NEXT["<b>Proposed (6 months)</b> — LLM decides on pre-defined classes"]
0025         direction TB
0026         N_LLM["LLM"]:::llm
0027         N_MCP["MCP tools<br/><i>reads · analyzes · <b>decides</b></i>"]:::llm
0028         N_WFMS["WFMS acts"]:::wfms
0029         N_AUD["HITL audit trail<br/><i>async human review</i>"]:::audit
0030         N_LLM --> N_MCP --> N_WFMS
0031         N_WFMS -.-> N_AUD
0032         N_AUD -.-> N_LLM
0033     end
0034 
0035     DELTA["<b>Delta:</b><br/>• 'human decides' → 'LLM decides'<br/>• HITL audit loop added<br/>• Scope gated by decision-class allowlist"]:::delta
0036 
0037     TODAY -.-> DELTA -.-> NEXT
0038 ```