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aria-engineer

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Engineering norms for ARIA data integrity.

Software Engineering#pydantic#audit#governance#engineering#data-integrity#risk-management#snapshots
AuthorYoshi-Dai-1
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The ARIA engineering constitution codifies strict guidelines that ensure decisions are based on verifiable facts, prevent undisciplined changes, and embed risk assessment early in the software lifecycle.

Core Features & Use Cases

  • Fact-based decision making: require empirical evidence (code, types, and logs) as the basis for changes.
  • RaW-V discipline: mandate snapshots before destructive ops and rollback on failures.
  • Data integrity enforcement: prohibit silent NaN/Null coercions and enforce strict type handling with validators.
  • Audit-ready governance: provide documented audit methodologies, self-healing hints, and CI safety guards to catch regressions.
  • Use Case: when evolving CatalogManager or snapshotting data, follow these norms to maintain reproducibility and traceability.

Quick Start

Adopt the ARIA Engineer constitution to enforce fact-based decisions and robust data integrity in your codebase.

Dependency Matrix

Required Modules

None required

Components

references

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Please help me install this Skill:
Name: aria-engineer
Download link: https://github.com/Yoshi-Dai-1/ARIA/archive/main.zip#aria-engineer

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