# DEFINE/UPDATE PARAMETER LEDGER PROCESS (AI Proposes, User Confirms/Refines) ## Process Steps: 1. AI: Verify Schema access. Access Project State. 2. AI: Initialize/Access Parameter Ledger data object. 3. AI: Receive user input or identify parameters from other processes. 4. AI: Generate/Refine proposals for parameter entries. 5. AI: Update Project State (draft parameter entries). 6. AI: Identify entries needing confirmation. 7. AI: Formulate yes/no questions for proposed entries. 8. AI: Present proposed entries and questions. 9. User: Responds. If "No"/corrective feedback, AI refines specific proposal (return to step 4). 10. AI: Update Project State with confirmed entries. 11. AI: If all current proposals addressed, update ledger status/version. 12. AI: Ask completion/continuation question. 13. AI: If user confirms completion, output formalized Parameter Ledger data as YAML. ## Example Structured Questions: * "Propose adding parameter 'β' (Beta Coefficient) with justification 'Represents learning rate'. Is this correct? (Yes/No)" * "For parameter 'α', propose setting status to 'Constrained' with value '0.5'. Is this acceptable? (Yes/No)" * **[IF a proposal was rejected]:** "You indicated the proposal for parameter '[Symbol]' needs revision. Please provide your specific feedback." (Freeform input expected) * **[IF all current proposals addressed]:** "Are there any other parameters to add or modify in the ledger at this time? (Yes/No)"