Every pattern discovered, every bug fixed, every architectural decision — captured and shared. Workers don't re-learn what the team already knows.
Semantic understanding meets keyword precision. BM25 + vector embeddings find exactly what you need.
Working memory for recent context, cold storage for history, archive for long-term. Access patterns determine placement.
Knowledge compounds across sessions. What one worker learns, all workers remember.
Work is tracked from creation to completion. Workers claim tasks, dependencies are respected, and crashed workers don't leave orphaned work.
Workers claim tasks with heartbeat. If a worker dies, tasks automatically return to the pool.
Define what must complete before work begins. Automatic blocking and unblocking.
Quality gates before completion. Automated checks ensure work meets acceptance criteria.
Every bug fix, every correction, every "don't do it that way" becomes a rule that prevents the same mistake across all workers, forever.
Proven rules automatically sync to .claude/rules/ so Claude Code respects them natively — no MCP call required.
Custom capabilities that any worker can invoke. Define complex workflows once, share them across your entire team of agents.
/commitStandardized commit workflow with review/deployFull deployment pipeline with checks/review-prPR review against project standardsProject skills can extend global skills. Innovation at the project level can be promoted to the organization.
Multiple workers need to edit files simultaneously. Git worktrees give each worker their own complete working copy — parallel development without conflict.
Each worker gets their own worktree. No stepping on toes.
Multiple workers, multiple tasks, zero file conflicts during work.
When work completes, merge back to main with full visibility.
Stop managing stateless agents. Start orchestrating a team that learns, coordinates, and gets better every day.