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

sprint-planning

Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for PTO and meetings), deciding what's P0 vs. stretch, or handling carryover from the last sprint.

No credentialsDoes not send

https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management/skills/sprint-planning/SKILL.md

Install
npx skills add anthropics/knowledge-work-plugins --skill sprint-planning

Original content

Full originalApache-2.0Source

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

name: sprint-planning
description: Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for PTO and meetings), deciding what's P0 vs. stretch, or handling carryover from the last sprint.
argument-hint: "[sprint name or date range]"

/sprint-planning

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

Plan a sprint by scoping work, estimating capacity, and setting clear goals.

Usage

/sprint-planning $ARGUMENTS

How It Works

┌─────────────────────────────────────────────────────────────────┐
│                    SPRINT PLANNING                                 │
├─────────────────────────────────────────────────────────────────┤
│  STANDALONE (always works)                                       │
│  ✓ Define sprint goals and success criteria                     │
│  ✓ Estimate team capacity (accounting for PTO, meetings)        │
│  ✓ Scope and prioritize backlog items                           │
│  ✓ Identify dependencies and risks                              │
│  ✓ Generate sprint plan document                                │
├─────────────────────────────────────────────────────────────────┤
│  SUPERCHARGED (when you connect your tools)                      │
│  + Project tracker: Pull backlog, create sprint, assign items   │
│  + Calendar: Account for PTO and meetings in capacity           │
│  + Chat: Share sprint plan with the team                        │
└─────────────────────────────────────────────────────────────────┘

What I Need From You

  • Team: Who's on the team and their availability this sprint?
  • Sprint length: How many days/weeks?
  • Backlog: What's prioritized? (Pull from tracker, paste, or describe)
  • Carryover: Anything unfinished from last sprint?
  • Dependencies: Anything blocked on other teams?

Output

## Sprint Plan: [Sprint Name]
**Dates:** [Start] — [End] | **Team:** [X] engineers
**Sprint Goal:** [One clear sentence about what success looks like]

### Capacity
| Person | Available Days | Allocation | Notes |
|--------|---------------|------------|-------|
| [Name] | [X] of [Y] | [X] points/hours | [PTO, on-call, etc.] |
| **Total** | **[X]** | **[X] points** | |

### Sprint Backlog
| Priority | Item | Estimate | Owner | Dependencies |
|----------|------|----------|-------|--------------|
| P0 | [Must ship] | [X] pts | [Person] | [None / Blocked by X] |
| P1 | [Should ship] | [X] pts | [Person] | [None] |
| P2 | [Stretch] | [X] pts | [Person] | [None] |

### Planned Capacity: [X] points | Sprint Load: [X] points ([X]% of capacity)

### Risks
| Risk | Impact | Mitigation |
|------|--------|------------|
| [Risk] | [What happens] | [What to do] |

### Definition of Done
- [ ] Code reviewed and merged
- [ ] Tests passing
- [ ] Documentation updated (if applicable)
- [ ] Product sign-off

### Key Dates
| Date | Event |
|------|-------|
| [Date] | Sprint start |
| [Date] | Mid-sprint check-in |
| [Date] | Sprint end / Demo |
| [Date] | Retro |

Tips

  1. Leave buffer — Plan to 70-80% capacity. You will get interrupts.
  2. One clear sprint goal — If you can't state it in one sentence, the sprint is unfocused.
  3. Identify stretch items — Know what to cut if things take longer than expected.
  4. Carry over honestly — If something didn't ship, understand why before re-committing.

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