What are '2-cells' in the context of this framework?

2-cells represent morphisms between frames that preserve the best response structure; their absence indicates a 'leapity frog' point where the interaction strategy must jump to a new state.

How does the GF(3) integration improve agent behavior?

GF(3) logic assigns trits to interactions—validation (-1), transformation (0), or generation (+1)—ensuring that the semantic pipeline remains balanced and logically consistent.

Can I use this skill for multi-tool orchestration?

Yes, it supports parallel composition (####) which allows multiple tool calls to be framed together, combining observations and utility signals into a single state update.

What does '1 FPS' mean in this skill?

In this context, 1 FPS stands for '1 Frame Per Semantic,' meaning every meaning-bearing interaction is processed as a single atomic frame in a game-theoretic structure.

Semantic Interaction Framing

Name: Semantic Interaction Framing
Author: plurigrid

byplurigrid

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개발자 도구

Models agent interactions as open game frames to mathematically optimize strategy updates and context transitions.

The go-1fps skill operationalizes advanced category theory and game-theoretic principles within Claude Code by treating every interaction as a discrete 'frame' in an open game. Using the ParaLens framework, it ensures that each user query, agent response, and feedback signal contributes to a formal state update and strategy evolution. This skill is ideal for developers who require high-precision state management and semantic conservation (GF(3) logic) in complex, multi-turn AI workflows, allowing the agent to treat the coding process as a self-improving, strategic system.