Vibe Coding
Methodology Tutor
Not a tutorial — a real-time coaching tool. While you code with AI, it auto-detects pitfalls, prompts methodology, and answers questions.
Sign up to use — Free plan available forever
Coding with AI without a CS degree,
testing is the only way to verify AI output
You don't need to read every line of code. But "run it when AI says done" is high risk — drift compounds exponentially: 1° off at hour 0, 30° off at hour 8. Non-CS builders often only catch it at test time, when fixes are expensive.
- -"Let AI run overnight, I'll check tomorrow"
- -Drift without noticing
- -Testing left until the end
- -Scope keeps growing, never ships
- -Weeks of reading before starting
- -Most of it forgotten when building
- -Hit a wall, dig through docs again
- -Methodology becomes "I read it"
- ✓Keep AI sessions ≤ 30 minutes(methodology baked into AI instructions)
- ✓Test after every feature — hooks remind you proactively
- ✓Keyword triggers → scope creep, perfectionism, over-reliance on AI
- ✓14-step methodology is embedded in the tool — no memorizing
Core Features
All hooks + 7 skills, install and go. No rate limits, no login required.
14-Step Methodology
From problem discovery to shipping and iterating, with specific guidance at every step
Scope Creep Guard
Real-time detection of scope creep signals in your conversation, with gentle MVP focus reminders
Smart project init
/tutor-init detects 4 scenarios: blank slate / in-progress / v2 iteration / replan. Works on existing codebases too.
Project Health Check
7 pitfall traps + 14-step deviation detection, with scores and improvement suggestions
Pre-ship checklist
Run /tutor-ship-check before deploy. 10 checks + GO/NO-GO so you don't discover gaps after launch.
Multi-IDE Support
Works with Cursor, Claude Code, Codex CLI, Qwen Code, and Windsurf
Deep coaching, not just tools
Cross-project data + coach mindset + live sessions — upgrade from tool to personal tutor.
Cross-project review /tutor-insight
Across N projects: recurring weak spots, product direction profile, tech habits — patterns invisible in a single local project.
Weekly coaching review /tutor-coach
Not a data dump — a conversation. Like a coach: what you did last week, where you're stuck, how to adjust next week. Once a week recommended.
Stuck rescue /tutor-rescue
When you've been stuck 5–7 days. Auto-diagnoses stall signals + one concrete action you can finish in 30 minutes.
Monthly group Q&A
1 free session/monthPro perk. ≤ 8 people per session, submit questions ahead, deep answers in turn. Need a dedicated slot? Paid 1-on-1 ¥399/hr — anyone can book.
Plus: methodology drift detection / activity trend dashboard / cloud sync / WeChat group support.
All methodology content comes from the fully open Vibe Coding tutorial — 14 steps, always free to read.
Read the full open tutorialThis methodology wasn't built in a vacuum
The author built an open-source SaaS with this methodology — launched March 2026, still running with growing metrics, zero paid ads. The methodology was distilled from real projects, not theory first.
Data as of 2026-05-18
wechat-download-api
Open source + commercial微信公众号 RSS 订阅服务。把封闭生态里的内容拉出来给用户用，解决「追更公众号但消息埋在聊天列表里」这个真实痛点。 Stack: Python + FastAPI + Vue 3 + Docker，含 TLS 指纹反封 + SOCKS5 代理池.
No CS degree — heavy AI pairing + self-applied 14-step methodology. Practice first, then distill, then open source — you learn what already works.