prompt-engineering
针对 Claude 系列优化的提示工程实践与审查流程,适合使用该模型者。
根据 Anthropic 指导编写、改写与审计 prompts 并选择合适模型。
按照 Anthropic 的最新指南来写、改和审查 prompts,并选出合适的模型和策略,确保你发出的 prompt 在 Opus/Fable(或 Mythos)上表现最佳。需要把需求变成可执行的 prompt、修正效果差的提示或在运行前做一次安全/效果审查时用。特别之处是会避开对新版模型已失效或反作用的旧套路,帮你匹配正确模型与努力级别。
▸ 展开 SKILL.md 英文原文
Writes, rewrites, reviews, and audits prompts and system prompts using Anthropic's current official guidance, and selects the right model and effort level for the task before drafting. Use when the user asks to write a prompt, improve or fix a prompt, design a system prompt, or check a prompt before running a task — including phrasings like "write me a prompt for", "make this prompt better", "design a system prompt", "check my prompt before I run this", "turn these requirements into a prompt". Applies whether the resulting prompt will be pasted into Claude Code for a coding task or run in a desktop chat or Cowork session for a non-coding task. Also use when the user pastes a prompt and asks why it is not working, when they are authoring an agent system prompt or CLAUDE.md, or when they ask which model or effort level to use. Several widely repeated prompt techniques are now obsolete or rejected by the API, so consult this skill even when prompting from memory feels sufficient.
帮我安装这个 skill:https://raw.githubusercontent.com/ZHOUCOOKIE/prompt-engineering-skill/main/skill/en/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/ZHOUCOOKIE/prompt-engineering-skill/main/skill/en/SKILL.md"# Writing prompts **Models in scope:** Claude Opus 5 and Claude Fable 5 (including Mythos 5). Guidance specific to earlier models is out of scope for this file. **Why this skill exists:** several widely repeated prompt techniques are now obsolete on these models, rejected by the API, or actively reversed in effect. Your training instincts probably still carry some of them. **When instinct conflicts with Section 3, this file wins.** **Basis:** Anthropic's official documentation and official/employee public material, snapshot 2026-07-25. For specific API parameters, confirm against the live docs — those are the only surface that tracks model updates. --- ## 0. Workflow 1. **Classify the