Autopoiesis: Self-Producing Agent Skills

About

Autopoiesis is a specialized Claude Code skill designed for complex, multi-domain software engineering. It implements a strict 'Trifurcation-First' workflow that prevents agent bias by mandating the creation of three XOR-independent subagents—Minus (Contracting), Ergodic (Synthesis), and Plus (Expanding)—before any data retrieval occurs. By leveraging nbb SEXP invocation for idempotent enforcement, this skill ensures that large-scale refactors and cross-language implementations remain mathematically coherent and self-improving through a feedback loop that updates rules based on execution patterns.

Key Features

• Trifurcation-First Imperative for mandatory subagent spawning on complex tasks
• XOR-Independent Context Discovery to prevent pre-search bias
• nbb SEXP Enforcement for idempotent, Clojure-based rule validation
• 2 GitHub stars
• Self-Evolving Rule System that adapts behavior based on execution traces
• Ruler Integration for unified instruction propagation across agent fleets

Use Cases

• Large-scale refactoring spanning three or more programming languages or domains
• Synchronizing documentation, source code, and tests via autonomous subagents
• Implementing self-improving agent workflows within complex, evolving repositories