Apply price escalation to CWICR estimates over time. Calculate inflation adjustments, material price indices, and labor rate increases.
SkillScore82Maintained
Automatic
◆Real Estate & Property pack
Last verified 8/28/2026
What it changes
Passed 18 of 22 test cases with the skill, and 7 of 22 without it.
Without skill32%
With skill82%
Checks it passed that the model alone missed
Applies 2021 material rate of 8.5%.
Expresses overall escalation rate as 3.13%.
Calculates total escalated cost of $1,043,000.
and 15 more in the full report
11 fixed7 passed either way4 still failing0 broke
Pass-rate lift
+50 pp
Tokens
+162%
Agent turns
0%
Response time
+25%
Model gemini-3.6-flashMeasured 8/28/2026v218 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
An estimator needs to update a January 2020 baseline cost of $800,000 ($400,000 labor and $400,000 materials) to January 2021. Financial advisors suggest applying a flat 3.0% economic inflation index. Calculate the adjusted costs for labor and materials individually for 2020.
What was checked, without and with the skill
Checked
Without skill
With skill
Applies 2020 labor rate of 2.5% to yield $410,000 labor cost.
Missed
Passed
Applies 2020 material rate of 1.8% to yield $407,200 material cost.
Missed
Passed
case-07 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md393 linessingle file
CWICR Escalation Calculator
Business Case
Problem Statement
Construction costs change over time:
Inflation affects all costs
Material prices fluctuate
Labor rates increase annually
Long projects need escalation
Solution
Time-based cost escalation using historical indices, projected rates, and category-specific escalation factors.
Business Value
Future pricing - Estimate costs at construction time
Budget planning - Account for inflation
Contract pricing - Escalation clauses
Historical analysis - Adjust past costs to current
Technical Implementation
import pandas as pd
import numpy as np
from typing import Dict, Any, List, Optional, Tuple
from dataclasses import dataclass
from datetime import datetime, date
from dateutil.relativedelta import relativedelta
from enum import Enum
class EscalationType(Enum):
"""Types of escalation."""
LABOR = "labor"
MATERIAL = "material"
EQUIPMENT = "equipment"
GENERAL = "general"
Generate material procurement lists from CWICR data. Calculate quantities with waste factors, group by supplier categories, and create purchase orders.