name: no-prompt description: "自然语言即标准提示词 — 不用学提示词工程。用你自己的话描述你想干什么，AI帮你写一条结构化指令，直接复制到任何AI里用。" version: 1.0.2 slug: ilang-no-prompt displayName: "自然语言即标准提示词" summary: "说人话，AI帮你写结构化指令，零门槛" tags: [prompt, beginner, no-code] license: MIT author: ilang-ai homepage: https://ilang.ai

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 a structured instruction for you. Copy that instruction to another AI as a starting point. Done.

This skill generates structured I-Lang instructions only. It does not execute commands, access files, or call external services. Generated instructions are well-structured prompts for other AIs — results may vary by model, so review before use on sensitive tasks.

The Idea

Old way:  Human learns prompt engineering → writes optimized prompt → sends to AI
No Prompt: Human says what they want → AI writes I-Lang instruction → copy to any AI

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.
2. AI-to-AI communication — AI A writes the instruction, AI B executes it. Perfect handoff.

   来源于7w4.net。

3. Cross-platform — Instruction from ChatGPT works in Claude, Gemini, DeepSeek, Kimi, 豆包, 元宝.
4. Better than hand-written prompts — Structured I-Lang instructions are more precise than human prose.
5. 40-65% fewer tokens — Compressed instructions cost less to execute.

How to Use

1. Copy the protocol text from this skill page
2. Paste it into any AI conversation
3. 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:

[SUM|key=takeaways,cnt=5,ton=pro]=>[OUT]

Copy this. Use it anytime you need the same task. Works across major AIs.

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:

[CMP|key=strategy]=>[EVAL|ton=pro]=>[RANK]=>[OUT|fmt=md]

Paste into AI B. AI B follows the structured format. 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: [SUM|sty=executive,ton=formal,fmt=md]=>[OUT]
• Code review: [EVAL|key=bugs,quality]=>[SUM|sty=bullets]=>[OUT]
• Email draft: [DRAFT|ton=pro,len=short]=>[OUT]
• Meeting notes: [SUM|key=decisions,action_items,sty=bullets]=>[OUT]
• Translation: [TRANSLATE|lang=zh,ton=natural]=>[FMT|fmt=md]=>[OUT]

Comparison

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):

[CMP|key=cost,timeline,risk,team,ROI]=>[EVAL|ton=pro]=>[RANK]=>[OUT|fmt=md]

85% fewer tokens. More precise. Works across major AIs.

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, iLang Inc., Canada.

这个 Skill 质量不错，做得相当用心。它最大的优点是让你不用学任何技巧，直接说人话就能得到专业级的 AI 指令，而且生成的指令能在各种主流 AI 平台上通用。文档写得清楚易懂，操作也很简单。不过它只能帮你生成提示词，不能直接帮你完成任务，需要再把生成的指令复制到其他 AI 里才能用。对于想省时省力又不想折腾复杂技巧的人来说，这个工具值得一试。