Coordinate agent teams to execute independent DAG phases in parallel.
npx skills add https://github.com/murillodutt/cellm --skill orchestrate-teams
Please help me install this Agent Skill. Skill: orchestrate-teams Source: https://github.com/murillodutt/cellm/tree/main/cellm/skills/orchestrate-teams Command: npx skills add https://github.com/murillodutt/cellm --skill orchestrate-teams
Orchestrate Teams enables parallel, dependency-safe execution of CellmOS specs by coordinating a coordinated team of specialized agents to run multiple DAG phases in isolation, dramatically improving throughput for complex checks.
Plan a spec and spawn agent teams to execute independent phases in parallel across isolated worktrees.
High-intent search queries and answers about installing and using this skill.
You can run independent DAG phases in parallel by using agent teams to execute isolated worktrees concurrently. This coordinates specialized agents to handle distinct phases while respecting dependencies and preventing cross-phase contamination.
Parallel spec execution uses a coordinated trio of implementer, reviewer, and auditor agents to run multiple spec phases concurrently. You need it for complex spec DAGs with 3+ independent phases or high-throughput processing requirements.
You isolate work environments by using isolated worktrees for each parallel phase. This prevents cross-phase contamination during agent team execution and enables safe rollbacks if a phase fails or produces unexpected results.
Yes, you can use it for specs with complex dependencies because it executes independent DAG phases concurrently while strictly honoring dependency boundaries. It is best applied to specs with 3+ independent phases to maximize throughput.
The best way to consolidate results is through the built-in team monitoring and result consolidation workflows. The agent teams process distinct phases in isolation, and the system aggregates outcomes while satisfying context_record_outcome requirements.
You should not use parallel execution for specs with fewer than 3 independent phases or low throughput needs. If your spec DAG lacks independent phases, the overhead of coordinating agent teams and worktrees outweighs the benefits.
murilloduttRun preflight, execution, and outcome write-back for CellmOS checks.
jankneumannConvert OpenSpec proposals into coordinator issues and isolated git worktrees.
gonzalezpazmonicaOrchestrate parallel SDD agents using Directed Acyclic Graphs with critical path analysis.
gooftroopEnforce isolated git worktree workflows for agent code modifications.
