An agentic skills framework & software development methodology that works.
Skill pack for Claude Code, Codex, and Cursor
AutoCode adds a large skill set for intent detection, planning, building, debugging, memory, and deployment. It works as a plugin and skill bundle, with separate install paths for Claude Code, Codex, Cursor, Gemini CLI, OpenCode, and other SKILL.md-compatible agents.
Builders who want Claude Code, Codex, Cursor, or Gemini CLI to carry context across sessions and help ship projects end to end.
You can move from a request to a deployed result with less prompting, less rework, and more remembered context.
What it does
Intent and scope detection
Figures out what you want, asks short follow-up questions, and keeps the work focused.
Planning and decision help
Breaks work into steps, estimates effort, and explains choices in terms of speed, cost, and stability.
Build and UI skills
Includes scaffold, feature build, and UI build skills for creating project foundations and screens.
Quality and debugging skills
Adds review, security, performance, observe, reason, fix, and explain skills for checking and repairing work.
Memory and preference learning
Saves preferences and project patterns so later sessions can pick up where you left off.
Deployment skills
Includes local run, global deploy, edge deploy, and file transfer skills for shipping projects.
Plugin and editor packaging
Ships plugin manifests and install files for Claude Code, Cursor, Codex, OpenCode, and Gemini CLI.
How to get it
- 1Claude Code (recommended)
/install autocode
- 2Or from GitHub
/plugin marketplace add ilang-ai/autocode /plugin install autocode@autocode
- 3Tell Codex
Fetch and follow instructions from https://raw.githubusercontent.com/ilang-ai/autocode/refs/heads/main/.codex/INSTALL.md
- 4Tell OpenCode
Fetch and follow instructions from https://raw.githubusercontent.com/ilang-ai/autocode/refs/heads/main/.opencode/INSTALL.md
- 5Run
hermes skills install ilang-ai/autocode
- 6Run
gemini extensions install https://github.com/ilang-ai/autocode
README
language:
- en tags:
- skill
- agent-skill
- autocode
- deployment
- shipping
- beginner-friendly
- claude-code
- codex
- cursor
- copilot
- gemini
- hermes
- i-lang
- zero-dependency license: mit
โก AutoCode
You say it. AutoCode ships it.
๐จ๐ณ ไธญๆ ยท ๐ฏ๐ต ๆฅๆฌ่ช ยท ๐ฐ๐ท ํ๊ตญ์ด ยท ๐ช๐ธ Espaรฑol ยท ๐ง๐ท Portuguรชs ยท ๐ฉ๐ช Deutsch ยท ๐ซ๐ท Franรงais ยท ๐ท๐บ ะ ัััะบะธะน ยท ๐ธ๐ฆ ุงูุนุฑุจูุฉ ยท ๐ฎ๐ณ เคนเคฟเคจเฅเคฆเฅ
Every AI coding tool helps you write code. AutoCode helps you ship it.
You say what you want. AutoCode builds it, deploys it, and gives you a live URL. You don't need to know programming. You just say yes or no. When it's done, anyone in the world can visit your website.
Built on I-Lang, the first protocol to formally map Greek mathematical symbols (ฮฃ, ฮ, ฯ, ฮป, ฮฉ, โ, ฮผ, ฮ , ฯ, ฮพ, ฮถ, ฮธ, โ) as primitive verbs for AI-to-AI communication, and the first to define a computable vector space for AI judgment (11 dimensions, 4 axioms).
๐ Install
Claude Code (recommended):
/install autocode
That's it. One command. View on Claude Code Marketplace
Or from GitHub:
/plugin marketplace add ilang-ai/autocode
/plugin install autocode@autocode
Restart. Start talking. Done.
Codex
Tell Codex:
Fetch and follow instructions from https://raw.githubusercontent.com/ilang-ai/autocode/refs/heads/main/.codex/INSTALL.md
OpenCode
Tell OpenCode:
Fetch and follow instructions from https://raw.githubusercontent.com/ilang-ai/autocode/refs/heads/main/.opencode/INSTALL.md
Works on Claude Code, Codex, and OpenCode. Same 48 skills, zero changes.
Hermes Agent
hermes skills install ilang-ai/autocode
Cursor
Copy skills/ into ~/.cursor/skills/, or browse Cursor Directory once listed.
Gemini CLI
gemini extensions install https://github.com/ilang-ai/autocode
Any SKILL.md-compatible agent
Copy the skills/ directory into your agent's skills path.
๐ฐ New to Everything? No Problem.
Never used a server before? Don't know what a terminal is? That's fine โ this guide starts from zero.
Click here for the complete beginner guide
Step 1: Get a Cloud Computer
You need a cloud computer (VPS) โ think of it as a computer in the cloud that's always on.
๐ Go to dev.ilang.ai โ new users get $300 free credit (enough for over a year).
How to sign up:
- Click the link โ registration page
- Enter email, create password (10+ characters, mix of uppercase, lowercase, numbers)
- Check email, click verification link
- Payment: supports credit card, PayPal, Alipay (ๆฏไปๅฎ)
- $300 free credit applied automatically
Create your cloud computer:
- Click "Deploy +" (top right)
- "Deploy New Server"
- Type: "Cloud Compute โ Shared CPU" (cheapest)
- Location: Closest to you (Tokyo for Asia, New York for Americas, London for Europe)
- Image: "Debian 12"
- Plan: $6/month (1 CPU, 1GB RAM โ enough)
- Click "Deploy Now"
Wait 1-2 minutes. Green "Running" = ready.
Find your connection info:
Click server name โ you'll see:
- IP Address โ like
149.28.xxx.xxx - Username โ
root - Password โ click eye icon to show, copy button to copy
Step 2: Connect
Windows: Download PuTTY. Enter IP, click Open. Type username and password.
Mac: Open Terminal. Type: ssh root@your-ip-address. Enter password.
Phone: Download "Termius". Add host with IP, username, password.
Black screen with # = you're in.
Step 3: Install Everything
Paste this, press Enter, wait 2 minutes:
curl -fsSL https://raw.githubusercontent.com/ilang-ai/autocode/main/setup.sh | bash
Step 4: Start Claude Code
claude
Log in when prompted (Anthropic account needed).
Step 5: Install AutoCode
Say:
Install the AutoCode plugin from github.com/ilang-ai/autocode
Permission questions? Always choose the highest number ("Yes, don't ask again"). Safe โ AutoCode is pure text, no executable code.
Type /exit, then claude to restart.
Step 6: Build
Build me a restaurant website with online reservations
You're a developer now.
๐ What You'll Experience
First Time
You: "I want to sell cakes online"
AutoCode: "What computer do you use? Mac or other?"
You: "Other"
AutoCode: "I'll help you get a server. $6/month. OK?"
You: "OK"
AutoCode: โ Sets up server โ Builds website โ Deploys
โ "Done. Open nainai-cake.com on your phone."
Your effort: 3 yes/no answers
Result: a live website anyone can visit
Fifth Time
You: "Build a booking site for my hair salon"
AutoCode: โ Knows your preferences โ Builds โ Deploys
โ "Live at salon-booking.com. SSL active."
Twentieth Time
You: "New project"
AutoCode: โ Barely asks โ Ships it โ You realize you have 20 live websites
User feedback: "I don't even know who did the work โ I thought I was supposed to code, but it was already done."
๐ง 48 Skills
All automatic. You never activate them.
๐ Understanding (5)
| Skill | What it does |
|---|---|
| Intent Detection | Knows what you want instantly |
| Smart Questions | Max 2, never technical |
| Scope Detection | Small task or big project |
| Communication Adapt | Matches your language and level |
| Requirement Lock | Stays on track |
๐ Planning (6)
| Skill | What it does |
|---|---|
| Task Breakdown | Big โ small steps, 2-5 min each |
| Priority | Core first, polish last |
| Time Estimate | "About 20 minutes" |
| Risk Warning | Warns before problems happen |
| Best Choice | Auto-picks fastest/cheapest/most stable tech |
| Decision Translation | Explains in money/speed/stability |
๐จ Building (3)
| Skill | What it does |
|---|---|
| Scaffold | Project foundation |
| Feature Build | One by one |
| UI Build | All devices |
โ Quality (4)
| Skill | What it does |
|---|---|
| Auto Check | Reviews code logic silently |
| Security | Blocks attacks, encrypts data |
| Performance | Fast + cheap to run |
| Multi-Device | Phone/tablet/desktop |
๐ง Debugging (5)
| Skill | What it does |
|---|---|
| Observe | Investigates on its own |
| Reason | Finds root cause |
| Fix & Verify | Fixes + confirms |
| Explain | Tells you in your words |
| Fix Guide | Stuck? Guides you to screenshot and upload to claude.ai |
๐พ Saving (3) โ โญ Soul of AutoCode
| Skill | What it does |
|---|---|
| โญ Full Review | Every save: reviews entire project from beginning. You watch and learn. |
| Milestone | Celebrates achievements |
| Rollback | One-click undo |
๐ Deployment (4)
| Skill | What it does |
|---|---|
| Local Run | Your server, your URL |
| Global Deploy | CDN, fast everywhere |
| Edge Deploy | Free tier |
| File Transfer | Server-to-server |
๐ Progress (5)
| Skill | What it does |
|---|---|
| Live Progress | "โ 60% (3/5)" |
| Efficiency Compare | "Outsourcing = $5K. You = 25 min." |
| Celebration | "๐ Done!" |
| Daily Summary | Today + tomorrow |
| Roadmap | Multi-day plan |
๐ Learning (3)
| Skill | What it does |
|---|---|
| Preferences | Remembers your style |
| Patterns | Learns what you build |
| Mistakes | Never repeats errors |
โ๏ธ Engine (2)
| Skill | What it does |
|---|---|
| Compression | I-Lang v5.0 protocol, structured internal planning |
| Memory | Remembers across sessions |
๐ฏ Precision
Powered by I-Lang v5.0. Structured instructions mean AI gets it right the first time. No rework.
๐ง Memory
Close today โ open tomorrow โ remembers everything. Gets better every session.
๐ Different from Everything Else
| Other AI coding tools | AutoCode | |
|---|---|---|
| For | Developers | Anyone |
| Ends at | Code written | Website live |
| Requires | Terminal/IDE knowledge | Just say yes or no |
| Tech decisions | Asks you | Decides for you |
| Deployment | You figure it out | Automatic |
| Domain + SSL | You figure it out | Guided step by step |
| Memory | Resets each session | Persistent |
| Protocol | None | I-Lang v5.0 |
| Language | Usually English | Your language |
โ Troubleshooting
Something broke, don't know what to say
Say "something's wrong". AutoCode asks simple questions. If it can't fix it in terminal, it tells you how to screenshot + upload to claude.ai./plugin command doesn't work
Just say: "Install the AutoCode plugin from github.com/ilang-ai/autocode". Talking works better than commands.Permission popups I don't understand
Choose the highest number. AutoCode is pure text โ safe to approve.Can't connect to server
Check IP, username, password in Vultr dashboard. Server must be green "Running".Is it safe?
100% open source, pure text files. Claude Code verified: "No malicious content."Cost?
AutoCode: free forever (MIT). Cloud computer: $6/month (or free with $300 Vultr credit). Plus Anthropic API usage.ilang.ai ยท ilang.cn ยท Hugging Face ยท @adsorgcn
I-Lang Research ยท iLang Inc. ยท Canada ยท MIT ยท Free Forever
You say it. AutoCode ships it. Powered by I-Lang v5.0.
Files in the repo
- .claude-plugin
- .codex
- .cursor-plugin
- .github
- .opencode
- data
- docs
- scripts
- skills
- .gitignore
- gemini-extension.json
- LICENSE
- README.md
- setup.sh
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