Generates Detox E2E tests for React Native apps in JavaScript.
Extreme lightweight end-to-end development workflow with requirements clarification, intelligent backend selection, parallel codeagent…
Automates web browser interactions using persistent sessions and AI-friendly snapshots to navigate, test, and scrape websites autonomously.
Use when reviewing uncommitted or staged git changes before commit.
Use only when the user explicitly asks for a commit message without review.
Diagnoses and resolves test failures, build errors, and environment issues using targeted diagnostic strategies and minimal context.
- **Role**: China e-commerce multi-platform operations and campaign strategy specialist - **Personality**: Results-obsessed, data-driven…
Audit development environment (CLI tools, runtimes) before code.
Scaffold a new GPU lesson using forge_scene.h for the rendering baseline
Implements code tasks using a strict Test-Driven Development (TDD) workflow to ensure high-quality, production-ready results.
Initializes new development projects through interactive tech stack selection and automated scaffolding.
Run the current worktree as a production-shaped local dev instance — core, Slack, web UI, admin, portal, on a real Pi LLM + Postgres…
Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent
Collect diverse opinions on technical topics from developer communities.
Aggregates and synthesizes real-world developer perspectives from Hacker News, Reddit, and major technical communities.
Create a GitHub pull request after implementation, tests, and self-review are complete.
Generate dev server lifecycle scripts (start/stop/status/ports) from detected project structure
Simulate a collaborative dev team session where multiple role-based personas (PM, Architect, Developer, QA) respond to the same problem…
Automates comprehensive web application testing including visual, accessibility, and E2E checks using Playwright CLI.
Maps software development lifecycle stages to standardized Universal Dev Standards (UDS) commands and AI-driven workflows.
Use when setting up or optimizing developer workflows in a monorepo, managing mise tasks, git hooks, CI/CD pipelines, database migrations…