capacity-planning▌
aj-geddes/useful-ai-prompts · updated Apr 8, 2026
Capacity planning ensures teams have sufficient resources to deliver work at sustainable pace, prevents burnout, and enables accurate commitment to stakeholders.
Capacity Planning
Table of Contents
Overview
Capacity planning ensures teams have sufficient resources to deliver work at sustainable pace, prevents burnout, and enables accurate commitment to stakeholders.
When to Use
- Annual or quarterly planning cycles
- Allocating people to projects
- Adjusting team size
- Planning for holidays and absences
- Forecasting resource needs
- Balancing multiple projects
- Identifying bottlenecks
Quick Start
Minimal working example:
# Team capacity calculation and planning
class CapacityPlanner:
# Standard work hours per week
STANDARD_WEEK_HOURS = 40
# Activities that reduce available capacity
OVERHEAD_HOURS = {
'meetings': 5, # standups, 1-on-1s, planning
'training': 2, # learning new tech
'administrative': 2, # emails, approvals
'support': 2, # helping teammates
'contingency': 2 # interruptions, emergencies
}
def __init__(self, team_size, sprint_duration_weeks=2):
self.team_size = team_size
self.sprint_duration_weeks = sprint_duration_weeks
self.members = []
def calculate_team_capacity(self):
"""Calculate available capacity hours"""
# Base capacity
base_hours = self.team_size * self.STANDARD_WEEK_HOURS * self.sprint_duration_weeks
// ... (see reference guides for full implementation)
Reference Guides
Detailed implementations in the references/ directory:
| Guide | Contents |
|---|---|
| Capacity Assessment | Capacity Assessment |
| Capacity Planning Template | Capacity Planning Template |
| Resource Leveling | Resource Leveling |
| Capacity Forecasting | Capacity Forecasting |
Best Practices
✅ DO
- Plan capacity at 85% utilization (15% buffer)
- Account for meetings, training, and overhead
- Include known absences (vacation, holidays)
- Identify skill bottlenecks early
- Balance workload fairly across team
- Review capacity monthly
- Adjust plans based on actual velocity
- Cross-train on critical skills
- Communicate realistic commitments to stakeholders
- Build contingency for emergencies
❌ DON'T
- Plan at 100% utilization
- Ignore meetings and overhead
- Assign work without checking skills
- Create overload with continuous surprises
- Forget about learning/training time
- Leave capacity planning to last minute
- Overcommit team consistently
- Burn out key people
- Ignore team feedback on workload
- Plan without considering absences
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.8★★★★★45 reviews- ★★★★★Ganesh Mohane· Dec 24, 2024
capacity-planning has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Yuki Taylor· Dec 16, 2024
Keeps context tight: capacity-planning is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★James Wang· Dec 8, 2024
capacity-planning fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Layla Abebe· Dec 4, 2024
capacity-planning has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★James Okafor· Nov 27, 2024
We added capacity-planning from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Zara Johnson· Nov 23, 2024
Keeps context tight: capacity-planning is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Rahul Santra· Nov 15, 2024
Keeps context tight: capacity-planning is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Layla Bansal· Nov 7, 2024
capacity-planning has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Daniel Srinivasan· Oct 26, 2024
capacity-planning fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Layla Okafor· Oct 18, 2024
Keeps context tight: capacity-planning is the kind of skill you can hand to a new teammate without a long onboarding doc.
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