# No Prompt

> Stop learning prompt engineering. Tell AI what you want in plain language — AI writes a structured instruction for you in I-Lang. Copy it to other AIs as a well-structured starting point. Zero prompt skills needed. Generates text instructions only, no code, no install, no credentials. Results may vary by model.

- **Type:** Skill
- **Install:** `agentstack add skill-ilang-ai-ilang-openclaw-no-prompt`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [ilang-ai](https://agentstack.voostack.com/s/ilang-ai)
- **Installs:** 0
- **Category:** [Security](https://agentstack.voostack.com/c/security)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [ilang-ai](https://github.com/ilang-ai)
- **Source:** https://github.com/ilang-ai/ilang-openclaw/tree/main/skills/no-prompt
- **Website:** https://ilang.ai

## Install

```sh
agentstack add skill-ilang-ai-ilang-openclaw-no-prompt
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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.
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

| 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 | Major AIs |
| 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):
```
[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.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [ilang-ai](https://github.com/ilang-ai)
- **Source:** [ilang-ai/ilang-openclaw](https://github.com/ilang-ai/ilang-openclaw)
- **License:** MIT
- **Homepage:** https://ilang.ai

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-ilang-ai-ilang-openclaw-no-prompt
- Seller: https://agentstack.voostack.com/s/ilang-ai
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.