Skillget

autocode

agent
Security Audit
Pass
Health Pass
  • License — License: MIT
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Community trust — 69 GitHub stars
Code Pass
  • Code scan — Scanned 12 files during light audit, no dangerous patterns found
Permissions Pass
  • Permissions — No dangerous permissions requested
Purpose
AutoCode provides 39 automated skills (coding, testing, deployment, etc.) for AI coding agents like Claude Code, Codex, and Cursor. It allows users to trigger complex, multi-step development workflows using natural language prompts.

Security Assessment
Risk: Medium. The tool requires running a remote setup script directly via `curl | bash`, which is inherently risky. Once installed, the nature of the tool dictates that it will execute shell commands and interact with your local file system to build, test, and deploy code. It also instructs the host AI agent to fetch external instructions via GitHub URLs, opening the door to potential supply chain attacks if the repository is compromised. The automated light audit found no immediate dangerous patterns or hardcoded secrets within the 12 scanned files, and no dangerous permissions are explicitly requested. However, users are inherently granting deep system access to automated scripts.

Quality Assessment
The project is actively maintained, with its latest push occurring today. It is protected under the permissive MIT license and boasts 69 GitHub stars, indicating a baseline of community trust. The documentation is highly comprehensive, detailing setup instructions for a wide variety of platforms and offering multiple localizations. The claim of "zero dependencies" and the Shell-based architecture keep the footprint relatively light, though the integration relies heavily on the host agent's execution environment.

Verdict
Use with caution: The automated codebase is clean and actively maintained, but granting any agent the ability to fetch remote instructions and automatically execute shell commands requires strict local oversight.
SUMMARY

You say it. AutoCode builds it. 38 professional skills, persistent memory, 60%+ dev cost savings. Zero dependencies. Free forever.

README.md

language:

  • en
    tags:
  • skill
  • agent-skill
  • autocode
  • claude-code
  • codex
  • cursor
  • copilot
  • gemini
  • hermes
  • hermes-agent
  • opencode
  • ai-coding
  • i-lang
  • zero-dependency
    license: mit

⚡ AutoCode

You say it. All coding is automatic.

MIT
v4.2.0
Skills
Zero Deps
Cost
Memory
Platforms

🇨🇳 中文 · 🇯🇵 日本語 · 🇰🇷 한국어 · 🇪🇸 Español · 🇧🇷 Português · 🇩🇪 Deutsch · 🇫🇷 Français · 🇷🇺 Русский · 🇸🇦 العربية · 🇮🇳 हिन्दी

AutoCode = Automatic Coding.

You say what you want. AutoCode builds it.
Technology, coding, testing, deployment — all automatic.
You don't need to know programming.

🚀 Install

Environment setup (one command):

curl -fsSL https://raw.githubusercontent.com/ilang-ai/autocode/main/setup.sh | bash

Start Claude Code and install AutoCode:

claude

After login, say:

Install the AutoCode plugin from github.com/ilang-ai/autocode

Or use the command:

/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 39 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.

🔰 New to Everything? No Problem.

Never used a server before? Don't know what a terminal is? That's fine — this guide starts from zero.

Click here for the complete beginner guide

Step 1: Get a Cloud Computer

You need a cloud computer (VPS) — think of it as a computer in the cloud that's always on.

👉 Go to dev.ilang.ai — new users get $300 free credit (enough for over a year).

How to sign up:

  1. Click the link → registration page
  2. Enter email, create password (10+ characters, mix of uppercase, lowercase, numbers)
  3. Check email, click verification link
  4. Payment: supports credit card, PayPal, Alipay (支付宝)
  5. $300 free credit applied automatically

Create your cloud computer:

  1. Click "Deploy +" (top right)
  2. "Deploy New Server"
  3. Type: "Cloud Compute — Shared CPU" (cheapest)
  4. Location: Closest to you (Tokyo for Asia, New York for Americas, London for Europe)
  5. Image: "Debian 12"
  6. Plan: $6/month (1 CPU, 1GB RAM — enough)
  7. Click "Deploy Now"

Wait 1-2 minutes. Green "Running" = ready.

Find your connection info:

Click server name → you'll see:

  • IP Address — like 149.28.xxx.xxx
  • Username — root
  • Password — 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 — 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.

📖 What You'll Experience

First Time

You:     "Build me a restaurant website with online reservations"
AutoCode: → Asks 2 simple questions → Builds in 25 min → "Done. Open this URL."

Your effort: 1 sentence + 2 answers
Outsourcing: $5,000-$15,000, weeks
AutoCode: 25 minutes

Fifth Time

You:     "Build an online store for a flower shop"
AutoCode: → Knows your preferences → Starts immediately → "Done."

Twentieth Time

You:     "New project"
AutoCode: → Barely asks → You realize you understand what it's doing

User feedback: "I don't even know who did the work — I thought I was supposed to code, but it was already done."

🧠 39 Professional Skills

All automatic. You never activate them.

📋 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
📐 Planning (6)
Skill What it does
Task Breakdown Big → 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
🔨 Building (3)
Skill What it does
Scaffold Project foundation
Feature Build One by one
UI Build All devices
✅ 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
🔧 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
💾 Saving (3) — ⭐ Soul of AutoCode
Skill What it does
⭐ Full Review Every save: reviews entire project from beginning. You watch and learn.
Milestone Celebrates achievements
Rollback One-click undo
🚀 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
📊 Progress (5)
Skill What it does
Live Progress "✅ 60% (3/5)"
Efficiency Compare "Outsourcing = $5K. You = 25 min."
Celebration "🎉 Done!"
Daily Summary Today + tomorrow
Roadmap Multi-day plan
🎓 Learning (3)
Skill What it does
Preferences Remembers your style
Patterns Learns what you build
Mistakes Never repeats errors
⚙️ Engine (2)
Skill What it does
Compression I-Lang protocol, 60%+ cost savings
Memory Remembers across sessions

💰 Save Money

Powered by I-Lang compression. Dev costs drop 60%+. You do nothing different.

🧠 Memory

Close today → open tomorrow → remembers everything. Gets better every session.

🌍 Different from Everything Else

Other tools AutoCode
For Programmers Everyone
Requires Coding knowledge Speech
Does Helps write code Builds products
Tech decisions Asks you Decides for you
Memory Mostly none Automatic
Dev cost No savings -60%+
Language Usually English Your language
Dependencies Various Zero

❓ 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 — 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 · ilang.cn · Hugging Face · @adsorgcn

I-Lang Research · Eastsoft Inc. · Canada · MIT · Free Forever

You say it. AutoCode builds it.

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