productivity▌

Triage GitHub issues through a label-based state machine for efficient issue management.

Patterns for automating GitHub workflows with AI assistance, inspired by Gemini CLI and modern DevOps practices.

Create native Rust plugins for Apollo Router.

Use this skill when managing beta testers, groups, and build distribution on Google Play.

You are tasked with creating git commits for the changes made during this session.

Multi-agent architectures distribute work across multiple language model instances, each with its own context window. When designed well, this distribution enables capabilities beyond single-agent limits. When designed poorly, it introduces coordination overhead that negates benefits. The critical insight is that sub-agents exist primarily to isolate context, not to anthropomorphize role division.

Complete observability stack with structured logging, error tracking, and web analytics.

Use ViewModel to hold state and business logic. It must outlive configuration changes.

When uv sync or pip install behaves unexpectedly, check the actual interpreter.

Analyze a brownfield codebase and create an initial continuity ledger.