Capacity Planning

aj-geddes/useful-ai-prompts/skills/capacity-planning

作者 aj-geddes3f5182cfd739無授權條款355 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫7 個月前更新

Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintaining sustainable pace.

AI 產生的概覽

指導團隊產能分析、資源分配以及跨專案的工作量平衡。

功能
此技能提供團隊產能分析、人員專案分配與工作量平衡的指引。內容涵蓋產能評估、人力需求預測、資源平衡以及永續利用率目標,並附有參考指南與流程範本。它產出的是規劃指引與範本,而非可執行的工具。
適用情境
適用於年度或季度規劃週期、為專案分配人員、調整團隊規模、規劃假期與缺勤、預測資源需求,或找出多專案瓶頸等情境。
執行需求
不含指令碼,僅為說明文件與參考文件。無需特殊工具、套件、憑證或網路存取。

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:

python
# 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:

GuideContents
Capacity Assessment [blocked]Capacity Assessment
Capacity Planning Template [blocked]Capacity Planning Template
Resource Leveling [blocked]Resource Leveling
Capacity Forecasting [blocked]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

來源與署名

來源:aj-geddes/useful-ai-prompts位於skills/capacity-planning提交3f5182c

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