Active Interleave Skill

Interleaves context from recently active Claude/Amp threads into current activity via random walk.

bmorphism Contributions

"all is bidirectional" — @bmorphism, Play/Coplay gist

Active Inference Pattern: The interleave implements Active Inference in String Diagrams epistemic foraging — actively sampling from recent contexts to minimize uncertainty about the current task. Each random walk step is an epistemic action that gathers information.

Play/Coplay Duality: The interleave embodies bmorphism's bidirectional principle:

• Play (action): Query recent threads, walk the awareness graph
• Coplay (perception): Integrate fragments, update current context

GF(3) Balanced Exploration: The triadic structure (MINUS/ERGODIC/PLUS) ensures balanced exploration — validation filters (MINUS), random walk explores (ERGODIC), and colored emission generates (PLUS). Conservation Σ = 0 maintains coherence.

Activation