📋 Copy Blueprint Command { } Inspect JSON API Ground-Truth Source ↗

⚡ 1-Click Agent & Developer Install

Zero Auth · Ready for Grok Bot, Claude Code & Cursor

### 1. The Workflow Bottleneck & Problem Statement Sequential feature development bottlenecks engineering teams when boilerplate wiring and test authoring block senior reviewers. ### 2. Synthesized Agent Architecture & Connected Stack **High-Velocity Feature Branch Factory with Automated Test Gates** (`grok-ship-factory`) is a verified production blueprint curated from **@steipete**'s real-world implementation. - **Primary Capability:** Splits a product roadmap milestone into isolated feature branches, runs unit and E2E tests in parallel, and stages passing PRs for human review. - **Connected Tool Stack:** GitHub MCP, Playwright MCP, Linear MCP - **Execution Governance:** `Read-Only Discovery` → `Deterministic Policy Check` → `Ask-First Human Approval` - **Certified Builder Source:** [@steipete](https://x.com/kunchenguid/status/2044564688894320709) ### 3. Step-by-Step Implementation Blueprint 1. **Trigger & Data Ingestion:** Configure your agent routine to watch **GitHub MCP** on a scheduled cadence or event webhook. Treat all external text as untrusted data inside XML fences. 2. **Cross-System Enrichment & Verification:** Query **Playwright MCP** to validate live capacity, account status, or code state before generating recommendations. 3. **Human-in-the-Loop Action Staging:** Post a structured summary card to **Linear MCP** with 1-click approve/edit controls so your team retains full oversight. ### 4. Copy-Paste System Prompt & Routine Configuration ```text Implement the 'High-Velocity Feature Branch Factory with Automated Test Gates' workflow curated with @steipete. 1. OBJECTIVE: Splits a product roadmap milestone into isolated feature branches, runs unit and E2E tests in parallel, and stages passing PRs for human review. 2. CONNECTED TOOL STACK: GitHub MCP, Playwright MCP, Linear MCP 3. STEP-BY-STEP EXECUTION LOOP: - Step A (Ingest & Ground): Query live inputs from GitHub MCP and cross-reference state in Playwright MCP. - Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields. - Step C (Stage & Report): Prepare the structured output, draft replies/tickets in Linear MCP, and request human confirmation before executing any external send or production write. ``` ### 5. Measured ROI & Production Impact - **Verified Outcome:** Multiplies weekly merged PR throughput by 3x while maintaining strict test coverage. - **Builder Portfolio:** [Explore all capabilities by @steipete →](/u/steipete)

Tags: #grok-ship-factory#use-case#engineering#steipete#github-mcp#playwright-mcp

View All 16 Items by @steipete →

mcp · ⚡ 81

GitHub Official MCP — Repositories, Pull Requests, Actions & Code Search

Official GitHub MCP server for searching repositories, inspecting PR diffs and review comments, triaging issues, and reading GitHub Actions workflow runs.

template · ⚡ 91

Matter Smart Home & Fleet Robotics Coordinator

Coordinates Matter-compatible robotic vacuums, mowers, and home sensors around family schedules, quiet hours, and local weather forecasts.

use case · ⚡ 86

Autonomous Test-Driven Refactoring & CI Self-Healing Loop

Executes large-scale TypeScript/Swift codebase migrations in small atomic commits, running the test suite after each step and self-healing CI failures.