README.md

metadata

license: mit
task_categories:
  - text-generation
language:
  - en
tags:
  - openclaw
  - ai-agents
  - prompt-compression
pretty_name: I-Lang OpenClaw Skill

🦞 I-Lang (I Language) Skills for OpenClaw

Like HTTP standardized the web, I-Lang standardizes how humans talk to AI.

[PROTOCOL:human-AI|compress=40-65%,compat=all-LLM]=>[ANSWER_ALL]=>[OUT]

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🎯 One Line Summary

No CLI. No API key. No brew. No npm. No install. Copy a text block, paste into any AI, instant upgrade. Every skill is instruction-only with zero dependencies.

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📦 Skills

🟢 everything-is-ok v1.0.2 — 无所不能

Make any AI work better. Compress prompts, get complete answers, produce finished deliverables.

[SUM|sty=bullets,ton=pro,fmt=md]=>[OUT]    ← 75% fewer tokens, same result

→ Install on ClawHub

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🟢 less-token v1.0.2 — Save Tokens

Save 40-65% tokens on every summarization task. Compress verbose prompts into one-line instructions.

Verbose:    "Please summarize the key findings in professional bullet points"
Compressed: [SUM|key=findings,sty=bullets,ton=pro]=>[OUT]
Saved:      77%

→ Install on ClawHub

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🟢 no-prompt v1.0.0 — End of Prompt Engineering

Stop learning 58 prompt techniques. Tell AI what you want in plain language — AI writes the perfect structured instruction for you.

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

→ Install on ClawHub

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🟢 ilang-compress v2.3.1 — Original Compression

The original I-Lang compression skill. Translate any natural language prompt into I-Lang syntax.

→ Install on ClawHub

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⚡ Quick Start

Step 1: Pick a skill above
Step 2: Copy the protocol text from its skill page
Step 3: Paste into any AI conversation
Step 4: Done. Your AI is upgraded.

No terminal. No config. No restart. Works inside OpenClaw and outside — any AI, any platform.

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🔄 How It's Different

┌──────────────────────────────────────────────────────────────┐
│  Traditional Skills                                          │
│  brew install → config API key → restart agent → use         │
│  ❌ Single platform  ❌ Dependencies  ❌ Setup time           │
├──────────────────────────────────────────────────────────────┤
│  I-Lang Skills                                               │
│  copy text → paste into AI → use                             │
│  ✅ Every platform   ✅ Zero deps     ✅ 30 seconds           │
└──────────────────────────────────────────────────────────────┘

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🔒 Security

All skills pass ClawHub security scan with Benign — High Confidence:

• ✅ Instruction-only — no code, no scripts, no binaries
• ✅ Zero credentials — no API keys, no env vars, no tokens
• ✅ Zero network access — no URLs fetched, no external calls
• ✅ Text-to-text translator — converts natural language to structured syntax, nothing more

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✅ Compatible Platforms

Platform	Tested	Platform	Tested
ChatGPT	✅	Kimi	✅
Claude	✅	豆包	✅
Gemini	✅	元宝	✅
DeepSeek	✅	Any LLM	✅

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📊 Before & After

Task	Before	After	Saved
Summarize document	67 words	[SUM|sty=bullets,ton=pro,fmt=md]=>[OUT]	75%
Rewrite professionally	22 words	[REWRITE|ton=pro]=>[OUT]	82%
Compare & recommend	58 words	[CMP]=>[EVAL]=>[RANK]=>[OUT|fmt=md]	85%
Translate + format	38 words	[TRANSLATE|lang=zh]=>[FMT|fmt=md]=>[OUT]	68%

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🌐 Ecosystem

Resource	Link
🌐 Protocol & Tools	ilang.ai
🔬 Research & Papers	research.ilang.ai
👁 AI See — Give AI Eyes	i.ilang.ai
📖 Full Dictionary	ilang-dict — 52 verbs, 28 modifiers, 14 entities

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📜 License

MIT — Free to use, modify, share, and build on.

I-Lang Research · Eastsoft Inc. · Canada · © 2026