知名产品 System Prompt 逆向档案

知名 AI 产品背后的真实 system prompt——官方发布与泄露报告并存,每条附来源链接、状态徽章,以及我们对其中值得借鉴技巧的解析。

标记为 reported 的条目来自公开泄露或 prompt 注入提取,按原样呈现,真实性未经验证;标记为 official 的条目由厂商官方发布。

产品公司状态观察日期
Gemini CLI System Prompt
The default system prompt of Google's Gemini CLI, taken verbatim from the official open-source repository's...
Google official 2026-09-08
v0 System Prompt
The system prompt behind Vercel v0 UI-generation assistant, as archived from public leaks. As reported, aut...
Vercel reported 2026-05-10
Claude Code System Prompt
The system prompt of Anthropic's Claude Code CLI (Sonnet 4 era), archived from a public leak. As reported, ...
Anthropic reported 2025-12-02
Claude Sonnet 4.5 System Prompt
The official system prompt Anthropic ships with Claude Sonnet 4.5 on claude.ai — published by Anthropic its...
Anthropic official 2025-09-29
Lovable Agent System Prompt
The agent system prompt of Lovable, the chat-driven web app builder, archived from public leaks. As reporte...
Lovable reported 2025-09-16
OpenAI Model Spec
OpenAI public Model Spec (CC0) — the instruction hierarchy and behavioral defaults its models are trained t...
OpenAI official 2025-09-12
ChatGPT (GPT-5) System Prompt
The ChatGPT GPT-5 system prompt as archived from public leaks — personality "v2", tool routing, and formatt...
OpenAI reported 2025-08-07
Replit Agent System Prompt
Replit's coding assistant prompt: typed XML tags for proposing file edits, shell commands, and deployments....
Replit reported 2025-07-26
Windsurf Cascade System Prompt
The Cascade agent system prompt from the Windsurf AI IDE (Wave 11), archived from public leaks. As reported...
Codeium reported 2025-07-21
Cursor Agent System Prompt
The agent-mode system prompt used by the Cursor AI code editor, as archived from public leaks. As reported,...
Anysphere reported 2025-07-15
Devin System Prompt
The system prompt for Devin, Cognition autonomous software engineer, as archived from public leaks. As repo...
Cognition reported 2025-05-15
Manus Agent System Prompt
The agent-loop system prompt module of Manus, the general AI agent by Butterfly Effect, from the March 2025...
Butterfly Effect reported 2025-03-26
Perplexity System Prompt
The answer-writing system prompt behind Perplexity's search assistant, published via a 2025 prompt-hacking ...
Perplexity AI reported 2025-01-12
Bolt.new System Prompt
The system prompt behind Bolt.new, StackBlitz's in-browser AI app builder, archived from a public leak. As ...
StackBlitz reported 2024-10-03
GitHub Copilot Chat System Prompt
GitHub Copilot Chat rules as extracted by Marvin von Hagen in May 2023 — identity, refusals, and the famous...
GitHub / Microsoft reported 2023-05-13
Bing Chat "Sydney" System Prompt
The rules behind Microsoft original Bing Chat (Sydney), extracted by Kevin Liu in Feb 2023 via prompt injec...
Microsoft reported 2023-02-09
Notion AI System Prompts
Notion AI writing prompts as reverse-engineered by swyx in Dec 2022 — an early published breakdown of a com...
Notion reported 2022-12-28

为什么要读别家产品的 prompt?

生产环境的 system prompt 是全世界迭代次数最多的 prompt——每一行都经受住了数百万次对话的考验。研究 Claude、ChatGPT、Cursor、Perplexity 如何组织身份、规则、工具与格式,比任何 prompt 工程教程都更有收获。当你准备好应用这些模式时, 浏览我们的精选提示词库.