Generate and edit Draw.io, Mermaid, and Excalidraw diagrams from natural language using a structured JSON spec.
by nssa.io1.0k installs47 stars
Coding
everything-is-ok
Try it无所不能 — Universal prompt compression protocol. Translate natural language into compressed I-Lang syntax. Text-to-text translator only — does not access files, URLs, or external resources. I-Lang has been tested across ChatGPT, Claude, Gemini, DeepSeek, Kimi, Qwen and GLM. Instruction-only, no code, no credentials.
What it does
Universal prompt compression protocol. Translate any natural language prompt into compressed I-Lang syntax. Save 40-65% tokens, same meaning.
The skill document
Everything is OK（无所不能）
Universal prompt compression protocol. Translate any natural language prompt into compressed I-Lang syntax. Save 40-65% tokens, same meaning.
This skill is a text-to-text translator only. It does not access files, fetch URLs, or execute commands. It only converts your text into compressed syntax.
What You Get
- Save 40-65% tokens — Compress long prompts into structured instructions. Same meaning, lower cost.
- Cross-platform — Compressed output works on ChatGPT, Claude, Gemini, DeepSeek, Kimi, 豆包, 元宝.
- Complete answers — AI provides full details with clear structure.
- Privacy friendly — Compressed text is shorter, sending less data.
How to Use
You don't need to install anything.
- Open the
prompt.mdfile - Copy the full text
- Paste it into any AI conversation
- AI responds — ready to compress
Quick Test
After pasting, try:
- "Compress this: Summarize the key points in 3 professional bullet points"
- AI returns:
[SUM|sty=bullets,cnt=3,ton=pro]=>[OUT] - Shorter, same meaning.
Before & After
Before (12 words):
Rewrite this paragraph in a more casual and friendly tone
After (4 words):
[REWRITE|ton=casual]=>[OUT]
67% fewer tokens. Same result.
Before (10 words):
Compare these two options and show me the differences
After (4 words):
[CMP]=>[DIFF]=>[OUT|fmt=md]
60% fewer tokens. Same result.
Tested Platforms
ChatGPT ✅ · Claude ✅ · Gemini ✅ · DeepSeek ✅ · Kimi ✅ · 豆包 ✅ · 元宝 ✅
Links
- Website: https://ilang.ai
- Dictionary: https://github.com/ilang-ai/ilang-dict
- Research: https://research.ilang.ai
- AI See: https://i.ilang.ai
License
MIT — Free to use, share, and build on.
© 2026 I-Lang Research, iLang Inc., Canada.
Related skills
Join a video meeting as an AI bot with voice, avatar, and screenshare across four operating modes.
by johnpatternai21 installs8 stars
Stores durable facts in a categorized, plain-markdown vault on disk, alongside your agent's built-in memory.
by Iván555 installs18 stars
Find why your productivity system keeps failing, then apply the smallest fix — capacity math, bottleneck routing, durable local notes.
by Iván854 installs69 stars
Save, search, and manage personal notes and knowledge bases in Get笔记 on explicit request.
by iswalle763 installs66 stars
Fetch raw ad creative, app, ranking, and revenue data from AdMapix as structured JSON.
by fly0pants4.3k installs296 stars
More from adsorgcn
Browse all skillsCompress natural language prompts into I-Lang — AI-native structured instructions. Output is text notation only — review before passing to execution agents.
by adsorgcn35 installs2 stars
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.
by adsorgcn24 installs
Lazarus v2 — Bring dead websites back to life. Keyword-in: hunt candidate dead domains with evidence. Domain-in: recover only pages with heuristic indexing evidence, pass a hard review gate, ship a machine-readable Recovery Bundle. 捡尸复活死站：热词挖坟、启发式收录分层、强制审查闸门、标准化产物包。默认改写素材不复制表达。
by adsorgcn8 installs2 stars
DeAI — Improve AI-drafted text to sound naturally human. Three-layer editing: remove overused filler phrases, restructure for natural rhythm, mark positions for authentic personal voice. Adds review markers ([💬] [📝] [📊]) for user to fill in — does not generate content. Supports Chinese, English, Japanese, Korean.
by adsorgcn10 installs2 stars
利用Google官方API实现全链路出海SEO自动化，批量生成PSEO页面，自动发布和GA4数据驱动复盘。
by adsorgcn8 installs2 stars
Compress verbose summary prompts into structured one-line instructions. Text-to-text translator only — no CLI, no API key, no install, no external dependencies. I-Lang has been tested across ChatGPT, Claude, Gemini, DeepSeek, Kimi, Qwen and GLM. Instruction-only, zero dependencies.
by adsorgcn30 installs