cyberneticlibrary

Establish orchestration system and principles

conducty-systemskillsetup L10
Sheshiyer/skill-clusters
What it does

Establish agent orchestration system: six-phase cycle, ten engineering principles, ubiquitous language

Best for

Multi-plan projects where system-level learning (what worked, what failed, what changes) is valued over ad-hoc execution.

Inputs
  • · Goal description
  • · Project context
Outputs
  • · Orchestration framework for the team or agent session
Requires
  • · LLM/Claude API
  • · Bash/CLI
  • · Vault/Obsidian
  • · Git/GitHub
  • · Runtime (Python/Node)
Preconditions
  • · Buy-in on appetite-driven planning
  • · Vault (Obsidian or equivalent) for context storage
Failure modes
  • · Phases skipped (shape→execute without plan)
  • · Appetite redefined mid-execution
  • · No feedback loop (improve phase omitted)
Trust signals
  • · Traces back to Shape Up, Pragmatic Programmer, Toyota Kata
  • · Six-phase cycle with feedback loops