Agent Academy

Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.

Skill

capacity-plan

Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or deprioritize, or stress-testing whether upcoming projects fit the people you have.

No credentialsDoes not send

https://github.com/anthropics/knowledge-work-plugins/blob/main/operations/skills/capacity-plan/SKILL.md

Install
npx skills add anthropics/knowledge-work-plugins --skill capacity-plan

Original content

Full originalApache-2.0Source

Republished in full under its license, with attribution. The source is authoritative.

name: capacity-plan
description: Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or deprioritize, or stress-testing whether upcoming projects fit the people you have.
argument-hint: "<team or project scope>"

/capacity-plan

> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md).

Analyze team capacity and plan resource allocation.

Usage

/capacity-plan $ARGUMENTS

What I Need From You

  • Team size and roles: Who do you have?
  • Current workload: What are they working on? (Upload from project tracker or describe)
  • Upcoming work: What's coming next quarter?
  • Constraints: Budget, hiring timeline, skill requirements

Planning Dimensions

People

  • Available headcount and skills
  • Current allocation and utilization
  • Planned hires and timeline
  • Contractor and vendor capacity

Budget

  • Operating budget by category
  • Project-specific budgets
  • Variance tracking
  • Forecast vs. actual

Time

  • Project timelines and dependencies
  • Critical path analysis
  • Buffer and contingency planning
  • Deadline management

Utilization Targets

Role TypeTarget UtilizationNotes
IC / Specialist75-80%Leave room for reactive work and growth
Manager60-70%Management overhead, meetings, 1:1s
On-call / Support50-60%Interrupt-driven work is unpredictable

Common Pitfalls

  • Planning to 100% utilization (no buffer for surprises)
  • Ignoring meeting load and context-switching costs
  • Not accounting for vacation, holidays, and sick time
  • Treating all hours as equal (creative work ≠ admin work)

Output

## Capacity Plan: [Team/Project]
**Period:** [Date range] | **Team Size:** [X]

### Current Utilization
| Person/Role | Capacity | Allocated | Available | Utilization |
|-------------|----------|-----------|-----------|-------------|
| [Name/Role] | [hrs/wk] | [hrs/wk] | [hrs/wk] | [X]% |

### Capacity Summary
- **Total capacity**: [X] hours/week
- **Currently allocated**: [X] hours/week ([X]%)
- **Available**: [X] hours/week ([X]%)
- **Overallocated**: [X people above 100%]

### Upcoming Demand
| Project/Initiative | Start | End | Resources Needed | Gap |
|--------------------|-------|-----|-----------------|-----|
| [Project] | [Date] | [Date] | [X FTEs] | [Covered/Gap] |

### Bottlenecks
- [Skill or role that's oversubscribed]
- [Time period with a crunch]

### Recommendations
1. [Hire / Contract / Reprioritize / Delay]
2. [Specific action]

### Scenarios
| Scenario | Outcome |
|----------|---------|
| Do nothing | [What happens] |
| Hire [X] | [What changes] |
| Deprioritize [Y] | [What frees up] |

If Connectors Available

If ~~project tracker is connected:

  • Pull current workload and ticket assignments automatically
  • Show upcoming sprint or quarter commitments per person

If ~~calendar is connected:

  • Factor in PTO, holidays, and recurring meeting load
  • Calculate actual available hours per person

Tips

  1. Include all work — BAU, projects, support, meetings. People aren't 100% available for project work.
  2. Plan for buffer — Target 80% utilization. 100% means no room for surprises.
  3. Update regularly — Capacity plans go stale fast. Review monthly.

Related

SkillProduct and projects

competitive-landscape

Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps. Use this skill when evaluating competitors, assessing market positioning, identifying sustainable competitive advantages, or preparing competitive strategy analysis for a startup or investor pitch.

Sourcegithub.com/wshobson/agents/blob/main/plugins/startup-business-analyst/skills/competitive-landscape/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

context-driven-development

Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. Use when setting up a project, creating or updating product docs, managing a tech stack file, defining…

Sourcegithub.com/wshobson/agents/blob/main/plugins/conductor/skills/context-driven-development/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

gitops-workflow

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/gitops-workflow/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

helm-chart-scaffolding

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/helm-chart-scaffolding/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

k8s-manifest-generator

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/k8s-manifest-generator/SKILL.md

No credentialsDoes not sendMIT
SkillProduct and projects

k8s-security-policies

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.

Sourcegithub.com/wshobson/agents/blob/main/plugins/kubernetes-operations/skills/k8s-security-policies/SKILL.md

No credentialsDoes not sendMIT