No Prompt
Stop learning prompt engineering. You don't need 58 techniques. You don't need courses. You don't need to study.
Just tell your AI what you want in plain language. It writes the perfect structured instruction for you. Copy that instruction to any other AI. Done.
This skill is a text-to-text translator only. It does not execute commands, access files, or call external services.
The Idea
CODEBLOCK0
AI is better at writing prompts than you are. Let it.
What You Get
- 1. Zero learning curve — Say what you want in your own words. AI does the rest.
- AI-to-AI communication — AI A writes the instruction, AI B executes it. Perfect handoff.
- Cross-platform — Instruction from ChatGPT works in Claude, Gemini, DeepSeek, Kimi, 豆包, 元宝.
- Better than hand-written prompts — Structured I-Lang instructions are more precise than human prose.
- 40-65% fewer tokens — Compressed instructions cost less to execute.
How to Use
- 1. Copy the protocol text from this skill page
- Paste it into any AI conversation
- AI responds — ready to generate instructions
Three Ways to Use
Way 1: Generate instructions for yourself
Say: "I want to summarize a long article into 5 key takeaways in professional tone"
AI returns:
CODEBLOCK1
Copy this. Use it anytime you need the same task. Works on every AI.
Way 2: AI-to-AI handoff
Tell AI A: "Write me an I-Lang instruction that makes another AI compare two business strategies and recommend the better one"
AI A returns:
CODEBLOCK2
Paste into AI B. AI B executes it perfectly. Two AIs, one language.
Way 3: Build a personal instruction library
Ask AI to generate I-Lang instructions for tasks you do repeatedly. Save them. Reuse forever.
- - Weekly report: INLINECODE0
- Code review: INLINECODE1
- Email draft: INLINECODE2
- Meeting notes: INLINECODE3
- Translation: INLINECODE4
Comparison
| Feature | Prompt engineering courses | Prompt optimizer tools | No Prompt |
|---|
| Learning time | Weeks/months | Hours | Zero |
| Cost |
$50-500 | Free-$20/mo | Free |
| Install required | No | Often yes | No |
| Remembering techniques | 58+ techniques | Tool-dependent | AI remembers for you |
| Cross-platform | Depends | Usually single | Every AI |
| Token efficiency | Varies | Standard | 40-65% savings |
| Who writes the prompt | You | Tool assists you | AI writes it for you |
Before & After
Before (you writing a prompt manually):
I need you to act as an expert analyst. Please carefully read through the following two business proposals. Compare them point by point across these dimensions: cost, timeline, risk, team requirements, and expected ROI. Then provide your professional recommendation with detailed reasoning for which proposal is stronger overall.
After (AI-generated I-Lang):
CODEBLOCK3
85% fewer tokens. More precise. Works on every AI.
Tested Platforms
ChatGPT ✅ · Claude ✅ · Gemini ✅ · DeepSeek ✅ · Kimi ✅ · 豆包 ✅ · 元宝 ✅
Links
- - Protocol & tools: https://ilang.ai
- Full dictionary: https://github.com/ilang-ai/ilang-dict
- Research: https://research.ilang.ai
License
MIT — Free to use, share, and build on.
© 2026 I-Lang Research, Eastsoft Inc., Canada.
无提示
停止学习提示工程。 你不需要58种技巧。你不需要课程。你不需要学习。
只需用通俗语言告诉你的AI你想要什么。它会为你写出完美的结构化指令。将该指令复制到任何其他AI即可。完成。
此技能仅为文本到文本的转换器。 它不执行命令、访问文件或调用外部服务。
核心理念
旧方式：人类学习提示工程 → 写出优化提示 → 发送给AI
无提示：人类说出需求 → AI写出I-Lang指令 → 复制到任何AI
AI比你更擅长写提示。让它来做。
你将获得
- 1. 零学习曲线 — 用自己的话表达需求。AI完成其余工作。
- AI到AI通信 — AI A写出指令，AI B执行。完美交接。
- 跨平台 — ChatGPT生成的指令可在Claude、Gemini、DeepSeek、Kimi、豆包、元宝中使用。
- 优于手写提示 — 结构化的I-Lang指令比人类散文更精确。
- 节省40-65%的令牌 — 压缩指令执行成本更低。
使用方法
- 1. 从此技能页面复制协议文本
- 粘贴到任何AI对话中
- AI响应 — 即可生成指令
三种使用方式
方式1：为自己生成指令
说：我想用专业语气将一篇长文章总结为5个关键要点
AI返回：
[SUM|key=takeaways,cnt=5,ton=pro]=>[OUT]
复制它。在需要相同任务时随时使用。适用于每个AI。
方式2：AI到AI交接
告诉AI A：给我写一个I-Lang指令，让另一个AI比较两种商业策略并推荐更好的那个
AI A返回：
[CMP|key=strategy]=>[EVAL|ton=pro]=>[RANK]=>[OUT|fmt=md]
粘贴到AI B中。AI B完美执行。两个AI，一种语言。
方式3：建立个人指令库
让AI为你重复执行的任务生成I-Lang指令。保存它们。永久复用。
- - 周报：[SUM|sty=executive,ton=formal,fmt=md]=>[OUT]
- 代码审查：[EVAL|key=bugs,quality]=>[SUM|sty=bullets]=>[OUT]
- 邮件草稿：[DRAFT|ton=pro,len=short]=>[OUT]
- 会议记录：[SUM|key=decisions,action_items,sty=bullets]=>[OUT]
- 翻译：[TRANSLATE|lang=zh,ton=natural]=>[FMT|fmt=md]=>[OUT]
对比
| 特性 | 提示工程课程 | 提示优化工具 | 无提示 |
|---|
| 学习时间 | 数周/月 | 数小时 | 零 |
| 成本 |
50-500美元 | 免费-20美元/月 | 免费 |
| 需要安装 | 否 | 通常需要 | 否 |
| 记忆技巧 | 58+种技巧 | 依赖工具 | AI为你记忆 |
| 跨平台 | 视情况而定 | 通常单一 | 每个AI |
| 令牌效率 | 各不相同 | 标准 | 节省40-65% |
| 谁写提示 | 你 | 工具辅助你 | AI为你写 |
前后对比
之前（你手动写提示）：
我需要你扮演专家分析师。请仔细阅读以下两份商业提案。在成本、时间线、风险、团队要求和预期ROI这些维度上逐点比较它们。然后提供你的专业建议，并详细说明哪个提案整体更强。
之后（AI生成的I-Lang）：
[CMP|key=cost,timeline,risk,team,ROI]=>[EVAL|ton=pro]=>[RANK]=>[OUT|fmt=md]
减少85%的令牌。更精确。适用于每个AI。
已测试平台
ChatGPT ✅ · Claude ✅ · Gemini ✅ · DeepSeek ✅ · Kimi ✅ · 豆包 ✅ · 元宝 ✅
链接
- - 协议与工具：https://ilang.ai
- 完整词典：https://github.com/ilang-ai/ilang-dict
- 研究：https://research.ilang.ai
许可证
MIT — 免费使用、分享和在此基础上构建。
© 2026 I-Lang Research, Eastsoft Inc., 加拿大。
