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agentsop-per-model-artifacts

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Version prompts per model for safe swaps.

Software Engineering#DSPy#LlamaIndex#artifact registry#prompt versioning#model snapshot#CI regression gate#swap testing
Authoragentsope
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It solves the risk of shipping degraded behavior when compiled prompts, edit-format settings, or embedding-bound indices silently break after a model snapshot change or a framework/provider deprecation.

Core Features & Use Cases

  • Per-(program × LM snapshot × dataset) artifact lifecycle: encode the identity of compiled prompts and model-specific configuration so behavior is auditable and reproducible.
  • Regression gate + swap-test workflow: require held-out-eval comparisons before approving artifact replacements and before tagging production-ready upgrades.
  • Deprecation-aware maintenance: run deprecation scans and enforce rules that prevent alias pinning and prompt/config drift without verification.

Quick Start

Activate this SOP by telling an AI assistant to help you structure your compiled prompt artifacts with dated model snapshots and dataset hashes, then add a regression gate that fails PRs when held-out scores drop beyond your threshold.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: agentsop-per-model-artifacts
Download link: https://github.com/agentsope/SkillAlchemy/archive/main.zip#agentsop-per-model-artifacts

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