What is the primary purpose of DuckLake Meta-Cognitive?

It provides system-level orchestration for the DuckLake ecosystem, focusing on category mapping, derivation chains, and parallel execution verification.

What is SPI compliance in this context?

Strong Parallelism Invariance (SPI) ensures that operations can be reordered or processed in parallel while reaching the same deterministic final state regardless of order.

Which other skills does this plugin integrate with?

It orchestrates the world-hopping, unworld, triad-interleave, and spi-parallel-verify skills within the DuckLake framework.

How does triadic execution scheduling work?

It organizes tasks into three concurrent streams (Red, Green, Blue) based on GF(3) balance to optimize parallel processing speedup and system utilization.

DuckLake Meta-Cognitive Orchestrator

Name: DuckLake Meta-Cognitive Orchestrator
Author: plurigrid

byplurigrid

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数据科学与机器学习

Orchestrates complex DuckLake ecosystems through meta-cognitive analysis, category mapping, and triadic execution scheduling.

This skill provides high-level system orchestration for the DuckLake ecosystem, enabling advanced meta-cognitive operations such as mapping mentions to three distinct cognitive worlds, computing deterministic derivation chains, and verifying Strong Parallelism Invariance (SPI) compliance. It is designed for developers working with topological chemputers and temporal introspection, ensuring that execution streams remain balanced across GF(3) categories and that system-level invariants are maintained during complex data transformations and pattern discovery.

主要功能

01Strong Parallelism Invariance (SPI) compliance verification

02Deterministic derivation chain computation via SplitMix64

03Triadic execution scheduling for balanced processing streams

04System-level orchestration across multiple DuckLake sub-skills

05Meta-cognitive category mapping for DuckLake mentions

068 GitHub stars

使用场景

01Verifying structural integrity and convergence of asynchronous operations

02Optimizing parallel execution streams in complex data pipelines

03Mapping temporal queries to specific topological schemas and cognitive categories

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi ducklake-meta-cognitive

For use in Claude.ai and ChatGPT

Download Skill