Automate Detrack tasks via Rube MCP (Composio).
Route full software-development architecture work from product intent through design, implementation, testing, release, and operations.
Browser automation with persistent page state.
Use when reviewing uncommitted or staged git changes before commit.
Use as a one-time design setup for UI, product, landing-page, or brand-heavy work.
Audit development environment (CLI tools, runtimes) before code.
Unified developer workflow for fixing bugs.
Gate 4 of frontend development cycle - ensures all components have snapshot tests covering all states, viewports, and edge cases.
Scaffold a new GPU lesson using forge_scene.h for the rendering baseline
Use when the user is taking over systems from a developer who is leaving, was let go, or is being offboarded — or when a client says "our…
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.
Guides software development through structured vertical-slice planning, confirmation gates, safe execution checkpoints, and dual-axis…
Generate dev server lifecycle scripts (start/stop/status/ports) from detected project structure
Dev.to API for articles and posts. Use when user mentions "Dev.to", "publish
Use when setting up or optimizing developer workflows in a monorepo, managing mise tasks, git hooks, CI/CD pipelines, database migrations…
Create a PR, push to GitHub, wait for Greptile review, address comments, and push final.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go…
Project start-off skill, run once per UI project after /agents-md and setup; re-run `extend` as the design grows or to fold a shipped…
Define a reusable visual identity system for AI-assisted social-media service banners.