Show HN: AI-Native Boilerplate – 170+ rules that stop LLMs from drifting.

说明与用途

AI‑Native Boilerplate 是一套 170+ 条规则，防止大型语言模型偏离预期，帮助团队快速使用现成工作流和标准化生产配方。采用时先复制模板，验证与依赖的兼容性，并在正式使用前进行人工检查。适用于原型和内部流程，但生产环境需确认维护和更新情况。

实际用途

Show HN: AI-Native Boilerplate – 170+ rules that stop LLMs from drifting. helps teams reuse working workflows and production presets instead of rebuilding them.

• start from reusable workflows
• standardize production recipes
• share repeatable setups with a team

限制与审查说明

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.