Universal coding patterns, constraints, TDD workflow, atomic todos
Multi-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing
Task-scoped memory lifecycle — typed MnemoGraph prevents lossy context compaction by treating facts/decisions/code-refs/handoffs as distinct node types with per-type eviction policies
Mandatory code reviews via /code-review before commits and deploys
Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
Maggy is a local AI engineering command center. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.
Dynamic multi-repo and monorepo awareness for Claude Code. Analyze workspace topology, track API contracts, and maintain cross-repo context.
Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches