Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Shipping and Launch
## Overview
Ship with confidence. The goal is not just to deploy — it's to deploy safely, with monitoring in place, a rollback plan ready, and a clear understanding of what success looks like. Every launch should be reversible, observable, and incremental.
## When to Use
- Deploying a feature to production for the first time
- Releasing a significant change to users
- Migrating data or infrastructure
- Opening a beta or early access program
- Any deployment that carries risk (all of them)
## The Pre-Launch Checklist
### Code Quality
- [ ] All tests pass (unit, integration, e2e)
- [ ] Build succeeds with no warnings
- [ ] Lint and type checking pass
- [ ] Code reviewed and approved
- [ ] No TODO comments that should be resolved before launch
- [ ] No `console.log` debugging statements in production code
- [ ] Error handling covers expected failure modes
### Security
- [ ] No secrets in code or version control
- [ ] `npm audit` shows no critical or high vulnerabilities
- [ ] Input validation on all user-facing endpoints
- [ ] Authentication and authorization checks in place
- [ ] Security headers configured (CSP, HSTS, etc.)
…
The line at the top of this page pins the label git:20260627.bd6e9ea, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_nfhdg7ll2nd2qxlm
GET https://markdownregistry.com/api/v1/resolve?ref=hamza-ali-shahjahan/hamzaish/shipping-and-launch
GET https://markdownregistry.com/api/v1/blob/59f4d69f4f3b597ae790d201872dbae6c5f6d9effcf8b10a858b6922a42406eb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
hamza-ali-shahjahan/hamzaish · _archive/v0/agents/_orchestrator/SKILL.md · Top-level routing brain. Given any user request, identifies the product + stage + intent, then routes to the right…
hamza-ali-shahjahan/hamzaish · _archive/v0/agents/idea/competitor-mapper/SKILL.md · Map the competitive landscape by tier (direct/indirect/acquirer/adjacent) and argue why each could win. Antidote to…
hamza-ali-shahjahan/hamzaish · _archive/v0/agents/idea/devils-advocate/SKILL.md · Stress-test an idea or hypothesis. Build the strongest possible case AGAINST it, find disconfirming evidence, and…
hamza-ali-shahjahan/hamzaish · _archive/v0/agents/idea/idea-generator/SKILL.md · Generate startup ideas grounded in Hamza's existing patterns, current trends, and validated demand signals. Never just…
hamza-ali-shahjahan/hamzaish · _archive/v0/agents/idea/interview-synthesizer/SKILL.md · Synthesize a batch of customer interviews into evidence-for + evidence-against the hypothesis, with pattern surfacing…
hamza-ali-shahjahan/hamzaish · _archive/v0/agents/idea/problem-sharpener/SKILL.md · Turn vague problem observations into testable hypothesis statements with specific who/when/severity/current-workaround…
addyosmani/agent-skills · skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place…
shashankswe2020-ux/whoop-mcp · .github/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-codex/.agents/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/codex/.agents/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/cursor/.cursor/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-cursor/.cursor/skills/shipping-and-launch/SKILL.md · Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place…