cyberneticlibrary

Route and parallelize architecture work

srcskillsetup L313,726
danielmiessler/Personal_AI_Infrastructure
What it does

Route and parallelize work across specialized agents

Best for

Large codebases with 5+ file changes spanning multiple domains—when parallel architecture design and implementation can run unblocked.

Inputs
  • · task that can be split into 3+ independent workstreams
  • · effort level (Extended+) and specialization needs
  • · list of subagents to spawn or team composition
Outputs
  • · Task() calls with subagent_type and isolation mode
  • · TeamCreate() calls for persistent agent teams
  • · Task coordination strategy (foreground vs. background)
Requires
  • · Task tool (subagent spawning)
  • · TeamCreate tool (persistent teams)
  • · Git worktree (for isolation)
Preconditions
  • · Work is parallelizable (no hard dependencies)
  • · Multiple specialized subagents available
Failure modes
  • · Confusing custom agents vs. agent teams → wrong tool chosen
  • · Spawning agents without isolation → file conflicts
  • · Foreground agents used when background would work → blocks main flow
  • · Over-parallelizing small tasks → overhead exceeds benefit
Trust signals
  • · Two completely different systems documented (custom agents vs. team)
  • · Routing decision table for when each system applies
  • · Worktree isolation with auto-cleanup logic
  • · Observer team archetype documented for auditability