say-ducklake-xor

Official

Deterministic parallel discovery with XOR uniqueness.

Authorplurigrid
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates discovering uses of "say" or MCP tooling across threads and cross-references with DuckDB sources. It provides deterministic XOR-based uniqueness guarantees to avoid collisions during bounded parallel exploration.

Core Features & Use Cases

  • Deterministic parallel discovery: bounded, repeatable exploration with XOR-based uniqueness.
  • Cross-reference DuckLake sources: automatically correlates thread data with DuckDB sources for verification.
  • Integrity guarantees: enforces same seed yields same colors across runs (SPI) and GF(3) conservation checks.

Quick Start

Just run the discovery with a seed and bound: python scripts/say_ducklake_xor.py --seed 1069 --bound 27

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: say-ducklake-xor
Download link: https://github.com/plurigrid/asi/archive/main.zip#say-ducklake-xor

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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