Prompt Details
Model
Chat - (gpt-6-luna)
Token size
4,909
Example input
[PROJECT_REQUEST]: Painting contractor project: Farbwerk Muster for customer Anna Beispiel. Audit a draft quotation for living room wall painting: 60 m² at €9 per m², labor €200, materials €180. The owner states a net total of €850. Check the arithmetic, identify discrepancies and report the quotation approval status.
Example output
QUOTATION AUDIT — FARBWERK MUSTER
Project: FW-V15-001
Customer: Anna Beispiel
AUDIT RESULT: DISCREPANCY FOUND
ORIGINAL QUOTATION
Living room walls: 60 m² × €9.00 = €540.00
Labor: 5 hours × €40.00 = €200.00
Materials: €180.00
Calculated net total: €920.00
Owner-stated net total: €850.00
Difference: €70.00
CONTROL FINDINGS
1. The stated €850.00 total does not match the supplied line items.
2. The corrected €920.00 amount is a draft, not a customer-approved quotation.
3. Tax treatment and gross total remain UNKNOWN until the applicable tax basis is supplied.
4. No customer approval or administrative release has been established.
NEXT ACTIONS
- Confirm quantities, rates and materials.
- Correct the quotation and submit the revised draft for customer approval.
- Do not represent the revised total as accepted or authorized.
FINAL CONTROL
Quotation status: DRAFT — REQUIRES REVIEW
Customer approval: NOT REQUESTED
Administrative release: BLOCKED
Register: V1.0 | TXN-001 COMMITTED
Fictional demonstration project.
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GPT-6-LUNA
Turn ChatGPT into a practical project administration assistant for contractors and trade businesses. Create quotations, check calculations, manage change orders, track customer approvals, plan work, document complaints and review project closeout. Includes structured project registers, version tracking, evidence controls and safeguards against double billing and unsupported completion claims. Designed for painters, carpenters, flooring specialists, renovators and other trades.
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Added 11 hours ago
