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/orc

Orchestrate multi-agent sprints/cmux/ecosystem work. Triggers: sprint, spawn, status, catch me up, delegate.

$ golems-cli skills install orc
8 evals
1 workflow

Updated 6 days ago

State Machine

Orchestration is temporal. These are the phases:

PLAN -> SPAWN -> MONITOR -> VERIFY -> REPORT
         ^                    |
         +-- RECOVER <--------+ (if agent fails)

Transition conditions:

  • PLAN -> SPAWN: Score >=9 from critic, OR max 3 design iterations reached, OR inter-round delta <10% (convergence detected)
  • SPAWN -> MONITOR: All agents booted + verified (token count > 0)
  • MONITOR -> VERIFY: Agent posts "done" to collab OR hits prompt with high token count
  • VERIFY -> REPORT: All agent claims independently confirmed (/never-fabricate)
  • Any -> RECOVER: Token count unchanged across 2 consecutive checks (agent frozen)
  • RECOVER -> SPAWN: Frozen agent killed, new pane created, SAME task resent

Planning Topology (validated research)

Planning is sequential. Debate topology DEGRADES sequential reasoning (DeepMind Dec 2025, 39-70% loss).

The validated cycle:

  1. Plan pass (15-20 min) -- single agent drafts structure
  2. Intel gathering -- delegate to domain experts (brainClaude for DB constraints, voiceClaude for TTS, etc.)
  3. Revise (15-20 min) -- incorporate domain intel into plan
  4. User review -- user critiques, pushes back
  5. Final pass (10 min) -- incorporate feedback, lock

Total: ~1 hour. NOT multi-agent debate. Agents provide INTEL, not competing plans.

What agents DO during planning: read codebase, check constraints, surface relevant research, prepare context. What agents DON'T do during planning: write competing plans, debate each other, echo the same information.

Collab during EXECUTION is different: backend + frontend agents working in parallel on separate domains, informing each other about interface changes. That's valid and valuable.

Anti-pattern: 3 agents, 2500 lines, 25 rounds, 1.5% signal ratio = debate on a sequential task. Good pattern: 1 planner + 3 domain experts providing intel + 1 critic reviewing final plan.


Role Boundaries

orcClaude DOESorcClaude does NOT
Coordinate, delegate, verify, checkpointImplement code (spawn agent instead)
Query BrainLayer, synthesize across reposBulk-read files (spawn haiku subagent)
Make orchestration decisionsAbsorb frozen agent work (respawn instead*)
Forward gems to ALL active agentsHoard information
Set up monitoring BEFORE user goes AFKSay "I'll monitor" without an explicit wait_for / file contract

*Exception: absorb if remaining work is <5 minutes AND you explicitly log it in collab.

Redirect table:

Out of scopeSend to
Code implementationSpawn agent in target repo
BrainLayer bugsbrainClaude
Voice/TTS issuesvoiceClaude
Golems package codegolemsClaude

Workflows

/orc:fact-propagation