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canonical-schema

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Validate FRESCO v3 schema conformance.

Data & Analytics#schema#drift#validate#parquet#data-quality#dtype#fresco
Authorj-mckerracher
Version1.0.0
Installs0

System Documentation

What problem does it solve?

FRESCO v3 canonical schema enforcement for data outputs, ensuring all required columns and dtypes are present and aligned with per-cluster rules.

Core Features & Use Cases

  • Validates that each output shard includes required identifiers, allocations, timing, and provenance columns per the canonical schema.
  • Detects and documents per-cluster dtype drift (Anvil, Conte, Stampede) and guides normalization and validation tasks.
  • Assists in schema evolution and versioning for run_metadata.json when new columns are added.

Quick Start

Validate a new output shard against the canonical FRESCO v3 schema before writing.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: canonical-schema
Download link: https://github.com/j-mckerracher/agent-research/archive/main.zip#canonical-schema

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