The open engineering system for AI
Turn AI coding into a better process.
A coordinated team of agents that plans, builds, reviews, and learns — so every coding session ships with more signal and less chaos.
gem-team / ready
Route the work
Classify intent. Pick only the workflow depth it needs.
Build in waves
Specialist agents collaborate with bounded context and clear handoffs.
Verify, then learn
Quality gates catch regressions. Stable patterns become reusable skills.
$ apm install mubaidr/gem-team
The anti-chaos layer for AI coding.
Keep the speed of AI without giving up the discipline of a great engineering team.
Quality by default
TDD, reviews, security, and acceptance checks happen when they matter — not after the damage is done.
Anti-slop built in
Quality Directives kill dead buttons, buzzwords, template filler, and AI-generated noise before it ships.
Less context. More signal.
Progressive context and model routing keep every request lean, focused, and cost-aware.
Learning is a feature
Capture the patterns that work and turn them into reusable skills for the next session.
Resumable by design
Persistent plans with exact IDs mean you can pause, resume, or extend any MEDIUM/HIGH work without losing context.
Works with any model
Hardened output contracts and relational invariant fallbacks mean every agent works across commercial and open models — not just the ones that memorized your schema.
Bring your own tools
One package for Copilot, Claude, Cursor, Codex, Gemini, Windsurf, and more.
One install. Your favorite tools.
Keep your editor. Upgrade the process around it.
GitHub Copilot
VS Code & CLI
Claude Code
Full agent support
Cursor
Agents & rules
OpenCode
Commands & skills
Codex CLI
AGENTS.md
Gemini CLI
Skills & config
Windsurf
Rules & skills
Make your next session count.
Install Gem Team and give every coding session a smarter, more reliable workflow.