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

deploy-checklist

Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before going to production, or documenting rollback triggers ahead of time.

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https://github.com/anthropics/knowledge-work-plugins/blob/main/engineering/skills/deploy-checklist/SKILL.md

Install
npx skills add anthropics/knowledge-work-plugins --skill deploy-checklist

Original content

Full originalApache-2.0Source

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

name: deploy-checklist
description: Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before going to production, or documenting rollback triggers ahead of time.
argument-hint: "[service or release name]"

/deploy-checklist

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

Generate a pre-deployment checklist to verify readiness before shipping.

Usage

/deploy-checklist $ARGUMENTS

Output

## Deploy Checklist: [Service/Release]
**Date:** [Date] | **Deployer:** [Name]

### Pre-Deploy
- [ ] All tests passing in CI
- [ ] Code reviewed and approved
- [ ] No known critical bugs in release
- [ ] Database migrations tested (if applicable)
- [ ] Feature flags configured (if applicable)
- [ ] Rollback plan documented
- [ ] On-call team notified

### Deploy
- [ ] Deploy to staging and verify
- [ ] Run smoke tests
- [ ] Deploy to production (canary if available)
- [ ] Monitor error rates and latency for 15 min
- [ ] Verify key user flows

### Post-Deploy
- [ ] Confirm metrics are nominal
- [ ] Update release notes / changelog
- [ ] Notify stakeholders
- [ ] Close related tickets

### Rollback Triggers
- Error rate exceeds [X]%
- P50 latency exceeds [X]ms
- [Critical user flow] fails

Customization

Tell me about your deploy and I'll customize the checklist:

  • "We use feature flags" → adds flag verification steps
  • "This includes a database migration" → adds migration-specific checks
  • "This is a breaking API change" → adds consumer notification steps

If Connectors Available

If ~~source control is connected:

  • Pull the release diff and list of changes
  • Verify all PRs are approved and merged

If ~~CI/CD is connected:

  • Check build and test status automatically
  • Verify pipeline is green before deploy

If ~~monitoring is connected:

  • Pre-fill rollback trigger thresholds from current baselines
  • Set up post-deploy metric watch

Tips

  1. Run before every deploy — Even routine ones. Checklists prevent "I forgot to..."
  2. Customize once, reuse — Tell me your stack and I'll remember your deploy process.
  3. Include rollback criteria — Decide when to roll back before you deploy, not during.

Related

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Sourcegithub.com/anthropics/skills/blob/main/skills/claude-api/SKILL.md

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doc-coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar…

Sourcegithub.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md

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SkillSoftware engineering

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Sourcegithub.com/anthropics/skills/blob/main/skills/mcp-builder/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

skill-creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Sourcegithub.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

webapp-testing

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Sourcegithub.com/anthropics/skills/blob/main/skills/webapp-testing/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

ai-debt-detector

Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist. Catches the specific failure patterns AI agents produce that humans would not.

Sourcegithub.com/wshobson/agents/blob/main/plugins/skill-forge-essentials/skills/ai-debt-detector/SKILL.md

No credentialsDoes not sendMIT