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Get Started Free →datadrivenconstruction/payment-application-processor
Process construction payment applications. Validate schedule of values, calculate retainage, track billing status, and generate G702/G703 forms.
Passed 21 of 22 test cases with the skill, and 18 of 22 without it.
and 1 more in the full report
3 fixed18 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Write a Python snippet to record a payment of $8,000 received against a payment application where approved_amount is $10,000. What status enum value should the payment application receive?
| Checked | Without skill | With skill |
|---|---|---|
| The payment application status is updated to PayAppStatus.PARTIAL_PAID. | Missed | Passed |
The instructions your model reads when the skill loads.
Process construction payment applications from creation through approval. Validate against schedule of values, calculate retainage, generate AIA G702/G703 forms, and track payment status.
┌─────────────────────────────────────────────────────────────────┐
│ PAYMENT APPLICATION FLOW │
├─────────────────────────────────────────────────────────────────┤
│ │
│ Schedule of → Draft → Review → Approve │
│ Values Pay App & Verify & Pay │
│ ────────── ─────── ──────── ──────── │
│ 📋 SOV items 📝 Enter % ✓ Verify ✅ Approve │
│ 💰 Line values 📊 Calculate 📸 Field 💵 Release │
│ 📅 Billing plan 📄 G702/703 📧 Submit 📄 Record │
│ │
└─────────────────────────────────────────────────────────────────┘
from dataclasses import dataclass, field
from typing import List, Dict, Optional
from datetime import datetime, timedelta
from enum import Enum
class PayAppStatus(Enum):
DRAFT = "draft"
SUBMITTED = "submitted"
UNDER_REVIEW = "under_review"
APPROVED = "approved"
REJECTED = "rejected"
PAID = "paid"
PARTIAL_PAID = "partial_paid"
test cases passed, vs 18 / 22 without
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