protocol

npx skills add majiayu000/claude-skill-registry --skill protocol-simhacker-moollm --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

# PROTOCOL > **"The name activates the tradition."** K-lines as semantic activation. When you invoke a protocol by name, you activate an entire constellation of knowledge and behavior. --- ## Core Concept A **protocol** is a named pattern that the LLM already knows. Invoking it by name activates that knowledge without needing to repeat it. ### Why This Works ```yaml # Traditional approach: Explain everything "When writing YAML, use natural keys, add comments for humans and LLMs, keep structure flexible, use semantic naming, allow improvisation..." # [500 tokens of explanation] # K-line approach: Name activates pattern > Apply YAML-JAZZ # The LLM already knows. One name = 500 tokens compressed. ``` ### Minsky's Insight > "A K-line is a wirelike structure that attaches itself to whichever mental agents are active when you solve a problem. When activated later, those agents are partially activated, creating a similar mental state." > — Marvin Minsky, *Society of Mind* (1986) **MOOLLM protocols ARE K-lines.** The name IS the activation vector. --- ## Methods ### INVOKE Activate a protocol by name. ```yaml > INVOKE POSTEL # Activates: "Be liberal in what you accept, conservative in what