AMCS Workflow Node Template

关于

This skill serves as the foundational blueprint for developing specialized nodes in the MeatyMusic Artist Music Creation System (AMCS). It enforces rigorous standards for determinism, input/output validation, and provenance tracking through SHA-256 hashing. By providing structured guidance on workflow positioning, stochastic seeding, and policy enforcement, it enables developers to build reliable, reproducible components for generating song styles, lyrics, and artist personas, ensuring that every step of the music creation process is verifiable and consistent.

主要功能

• Integrates provenance tracking with SHA-256 hashing for data integrity
• Standardizes input/output contracts using schema-based validation
• Includes built-in testing patterns for determinism and policy enforcement
• Enforces deterministic output via run-seed and node-index management
• Provides structured implementation guidance for multi-step generation tasks
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使用场景

• Ensuring reproducibility in stochastic AI music creation workflows
• Developing new automated steps for lyric generation or artist persona crafting
• Creating verifiable and trackable data pipelines for song metadata generation