Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →datadrivenconstruction/capacity-planning
Plan organizational capacity for construction projects. Forecast resource needs, identify capacity gaps, and support strategic planning for project pursuit and staffing.
Passed 22 of 22 test cases with the skill, and 12 of 22 without it.
and 14 more in the full report
10 fixed12 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
Determine the required FTE staffing headcount for Project Managers and Superintendents for a single $40M commercial project currently in active construction phase. Provide the required FTE values for both roles.
| Checked | Without skill | With skill |
|---|---|---|
| Calculates PM demand as 2.0 FTE based on $20M per PM ratio. | Missed | Passed |
| Calculates Superintendent demand as 4.0 FTE based on $10M per Superintendent ratio. | Missed | Passed |
The instructions your model reads when the skill loads.
Strategic capacity planning for construction organizations. Forecast resource requirements based on project pipeline, identify capacity constraints, optimize staffing levels, and support go/no-go decisions on new project pursuits.
┌─────────────────────────────────────────────────────────────────┐
│ CAPACITY PLANNING │
├─────────────────────────────────────────────────────────────────┤
│ │
│ DEMAND FORECAST CAPACITY ANALYSIS DECISIONS │
│ ─────────────── ───────────────── ───────── │
│ │
│ Current Projects → Available: Pursue new │
│ • Project A (Active) 👷 PM: 5 project? │
│ • Project B (Active) 👷 Supers: 12 ──────── │
│ • Project C (Starting) 📐 Engineers: 8 ✅ Capacity │
│ ⚠️ Stretch │
│ Pipeline: → Required: ❌ Decline │
│ • Bid D (60% win) 👷 PM: 7 │
│ • Bid E (40% win) 👷 Supers: 15 │
│ • Opportunity F 📐 Engineers: 10 │
│ │
│ GAP ANALYSIS: ACTIONS: │
│ • PM: -2 (deficit) • Hire 2 PMs │
│ • Supers: -3 (deficit) • Promote from within │
│ • Engineers: -2 (deficit) • Partner with firm │
│ │
└─────────────────────────────────────────────────────────────────┘
from dataclasses import dataclass, field
from typing import List, Dict, Optional, Tuple
from datetime import datetime, timedelta
test cases passed, vs 12 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.