原始提示词地址：delip.github.io/mini-apps/anno…

auto-{task-name}

前置条件

• ✅ 有明确的优化目标

• ✅ 有可量化的评估指标

• ✅ 评估可以自动化（或半自动化）

• ✅ 迭代成本可接受

设置

• 任务：{具体任务描述}

• 评估指标：{指标1, 指标2, ...}

• 测试集：{用于评估的样本}

• 基准线：{初始版本}

约束

• 可修改：{允许修改的部分}

• 不可修改：{固定的部分}

• 简洁性准则：{复杂度 vs 收益的权衡}

循环

• 提出改进想法

• 实施改动

• 在测试集上评估

• 记录结果

• 保留/丢弃

• 重复

停止条件

• 人工中断

• 达到目标阈值

• 连续N次无改进

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One Sentence Summary

Provides a detailed prompt framework for achieving autonomous AI iteration, along with a link to the original resource.

Summary

As a follow-up to the previous tweet, this one presents a specific structural template for "auto-{task-name}." It covers prerequisites (goals, metrics, automated evaluation), settings, constraints, loop logic (propose ideas - implement changes - evaluate - record results - iterate), and stopping conditions. This offers developers a practical scaffolding for building self-optimizing AI skills.

AI Score

86

Influence Score 7

Published At Today

Language

Chinese

Tags

Prompt Template

Automated Iteration

AI Development

Structured Prompt