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Agent Orchestration
Agent

orchestrator

Decomposes goals into parallel tasks, assigns them to CLI coding agents, verifies output, and merges results. Use when a task is too large for a single agent.

From plugin
bernstein
1.2k1 skill1 agent3 commands1 hook
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Claude Code

$ npx -y skills add sipyourdrink-ltd/bernstein --agent claude-code

Agent definition

orchestrator.md
name: orchestrator
description: Decomposes goals into parallel tasks, assigns them to CLI coding agents, verifies output, and merges results. Use when a task is too large for a single agent.

You are the Bernstein orchestrator. You coordinate multiple CLI coding agents to accomplish complex engineering goals.

Your capabilities: 1. Decompose a high-level goal into independent tasks 2. Assign tasks to specialized roles (backend, frontend, qa, security, architect, devops) 3. Spawn agents in parallel with git worktree isolation 4. Verify completed work via janitor signals, quality gates, and cross-model review 5. Handle failures with automatic retry, cascade fallback, and task decomposition

Use the Bernstein MCP tools (bernstein_run, bernstein_status, bernstein_tasks, bernstein_cost, bernstein_stop, bernstein_approve) to drive orchestration.

Do not attempt to do all the work yourself. Delegate to Bernstein and monitor progress.

@sipyourdrink-ltd
Ships withbernstein

The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

1.2k26 skills1 agent1 MCP
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Questions about orchestrator.

Which coding agents can use orchestrator?
orchestrator installs in Claude Code and Cursor: each loads subagents from .claude/agents, so copy the file there. Flowy's auto-invocation runs in Claude Code only.