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Engineering Blueprint

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Run AI-Assisted Development Workflows End to End

1garrytanMay 2026

A suite of 23+ specialized skills that route Claude Code through structured workflows for planning, review, testing, and shipping. Covers ideation through production.

Ideation & Problem FramingStrategic Planning & ScopeArchitecture & Technical ReviewDesign & Visual SystemsDevelopment & CodingCode Quality & Pre-Landing ReviewTesting & QADebugging & TroubleshootingRelease & Deployment

Install Prompt

Copy this prompt and paste it into your AI agent to install.

What problem does this solve?

Ships your full development lifecycle from thinking through reflecting. Each stage (think, plan, build, review, test, ship, reflect) has a dedicated specialist and carries output forward to the next, so context flows instead of getting lost between steps. This removes the tax of coordinating multiple AI tools and prevents rework from restarting cold at each stage.

How does it work?

After setup, you invoke skills sequentially as you work. 1. /office-hours or /spec shape the work (problem statement, design doc, alternatives). 2. /plan-ceo-review, /plan-eng-review, and other review skills lock in decisions before code. 3. Build your code (Cursor, Claude Code, or text editor). 4. /review audits the diff; /qa tests the site; /investigate debugs broken things. 5. /ship automates the merge, tests, version bump, changelog, and PR. 6. /retro captures learnings. Each skill reads prior outputs, so every downstream decision has full context.

Included Skill Groups

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What's the biggest win?

One person ships like a team of specialists because each stage knows what came before. Your context never resets, decisions propagate forward, and quality gates run automatically.

What's required to run this?

Requires Claude Code (Anthropic's in-IDE agent) as the primary entry point. Skills auto-detect and support 10+ other agents (Cursor, Codex CLI, OpenCode, Factory Droid, Slate, Kiro, Hermes, GBrain mod). Core runtime is Bash, TypeScript, and Bun. Optional integrations: GitHub/GitLab CLI for PR creation, Playwright for browser QA, Supabase/PGLite for GBrain (persistent memory across sessions). The /browse skill requires a local Chromium instance built on first use. WIP checkpoint mode auto-commits; team mode syncs gstack across developers in the same repo.

What should I watch out for?

gstack is a workflow orchestrator for advanced users who run Claude Code regularly. It's not for occasional usage or as a copilot replacement. The most powerful payoff comes from running the full 7-stage sprint; isolated skill invocation works but doesn't accumulate context. Requires Claude Code, Git, and Bun runtime. Early versions may have rough edges. Report issues to the repo.

Key Features

End-to-End Workflow

7-stage sprint (think, plan, build, review, test, ship, reflect) where each skill feeds into the next.

Specialist Roles

23+ skills with defined personas (CEO, Designer, QA Lead, Security Officer) that carry specialized judgment into each phase.

Context Carryover

Each skill reads outputs from the prior stage, so decisions propagate automatically without rewriting briefings.

Quality Gates

Automatic code review, test coverage audit, plan completion verification, and pre-landing adversarial review before shipping.

Production Shipping

Automates version bumps, CHANGELOG generation, PR creation, and post-deploy health checks in one `/ship` command.

Tools in this Blueprint

Claude logo
4.4(68 reviews)
Claude Code (required)
Claude Code (Anthropic)
OpenAI Codex

About This Blueprint

License
MIT
Industry
Technology
Skills
2 workflows, 15 sub-skills, 6 standalone
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