Why does your vibe coding fall apart the moment you start?
From requirement clarification and PRDs, to SOP-izing repeated work, to a five-stage vibe coding pipeline: with Jueji installed, your Agent finds the right Skill, sorts the requirements and runs the process — 3 scenarios covered.
By Jueji
How painful is vibe coding in real life?
The boss drops one line — 'users want a dashboard backend' — and when you ask for details, 'just build something first'. The review meeting drags back and forth, developers keep re-confirming, and all your time goes into patching vague requirements.
Xiaohongshu · requirement clarification
You've bookmarked a pile of AI tools but still don't know where to start when real work arrives. 'Workflow' sounds like something only senior engineers can build. In truth, a workflow is just splitting your work into steps, letting AI run each step, and you only make the final call.
Xiaohongshu · AI workflow
It's 2026 — if you're still anxious about not knowing how to code, you haven't heard of vibe coding: describe the idea, AI builds it; your job is Review and the all-important Vibe Check, and the product is born. Sounds mystical, but it's remarkably practical.
Xiaohongshu · vibe coding
Real voices scattered across Reddit / Hacker News / X / dev forums — stitched together, this is what people go through when doing "vibe coding workflow".
Lazy path · recommended
Install deep-skill-finder once — let your Agent find Skills for you
Whatever "vibe coding workflow" task you have, MEYO already has the matching Skills. You don't need to hunt one by one — install deep-skill-finder and your Agent will auto-search MEYO's 50,000+ Skill library on every task, recommending the best match. You just say what you want to do — matching Skills is the Agent's job.
Copy → paste into Claude Code / Codex / Cursor / WorkBuddy / CatPaw · Agent installs automatically:
Please install the deep-skill-finder skill: download the archive from https://www.meyo.life/skill-finder, extract it into your local skill directory and enable it.
Or browse common-scene Skills below. Learn more about deep-skill-finder →
meyo.life/skill
3 scenarios · 2 verified Skills each
Install them all, or just pick 1–2 by name. Don't worry about picking wrong — they're free, uninstall anytime.
Clarify requirements into a PRD
Step one of vibe coding is not code — it's turning a fuzzy idea into reviewable requirements
Turns vague requirements into a review-ready PRD through a four-stage workflow: clarification, structured output, automatic gap-filling and acceptance criteria — plus a list of open questions. Meeting notes, chat logs and one-line ideas all work. 1,072 verified installs via DSF; security-reviewed.
A PRD generation, optimization and extension tool for product managers. Creates structured PRDs from natural language, reviews existing PRDs by asking one clarifying question at a time, and appends new features to existing documents. 686 verified installs via DSF; security-reviewed.
686 users
Turn repeated work into SOPs
Break recurring work into standard procedures so AI runs them reliably for you
An SOP standardization extractor. Turns dictated or transcribed procedures into standard SOP documents (steps, caveats, tools, checkpoints) with multi-dimensional quality scoring, gap analysis, redundancy detection, and Markdown / flowchart / checklist exports. 2,431 verified installs via DSF; security-reviewed.
Generates a tailored AI-automation playbook: audits your current workflows for automation opportunities, recommends an AI tool stack, produces SOPs with AI integration points, and maps a 90-day rollout with ROI projections. 508 verified installs via DSF; security-reviewed.
508 users
Full pipeline from idea to product
Follow the five-stage workflow and ship a product without writing code yourself
Guides you through the five-stage Vibe Coding workflow (requirements, architecture, code generation, debugging, iteration) for AI-assisted development, with explicit steps and done-criteria per stage, led by the LLM inside Cursor. 932 verified installs via DSF; security-reviewed.
An AI Coding product-development SOP for PMs, ops, founders and designers: from a fuzzy idea through requirement clarification, MVP scoping, UI/UX, tech selection, coding, testing and deployment preparation. 248 verified installs via DSF; security-reviewed.
248 users
💬 Join the Deep Skill Finder Community
Trade "vibe coding workflow" workflows with other Deep Skill Finder users and get install help
FAQ
Q: What is the real first step of vibe coding?
A: Not opening an editor — it's making your requirements explicit. Start with pm-prd-writer: its four-stage workflow (clarify → structure → auto-gap-fill → acceptance) turns meeting notes, chat logs or even a one-line idea into a review-ready PRD, with a list of open questions. If you already have a PRD with fuzzy spots, pm-prd's clarification review asks one question at a time and fills them in. Clear requirements keep the AI from improvising.
Q: I have no technical background. Can I still do vibe coding?
A: Yes. ai-coding-product-builder is a product-development SOP written for PMs, ops, founders and designers — it walks you from a fuzzy idea through requirement clarification, MVP scoping, UI/UX, tech selection, coding, testing and deployment prep. vibe-coding-skill splits development into five stages (requirements, architecture, code generation, debugging, iteration), each with explicit steps and done-criteria you simply follow.
Q: Are these Skills real and safe?
A: All 6 Skills come from the Meyo community and passed security review. Install counts are measured via Deep Skill Finder: sop-extractor-plus 2,431, pm-prd-writer 1,072, vibe-coding-skill 932, pm-prd 686, ai-workflow-automation-generator 508, ai-coding-product-builder 248. Click any card to open its download page.
Q: What's the difference between a 'workflow' and an 'SOP'?
A: In one line: an SOP writes down how a task is done, step by step; a workflow lets AI run those steps for you. Use sop-extractor-plus to turn a dictated or transcribed process into a standard SOP document (steps, caveats, checkpoints, plus quality scoring and gap analysis); then use ai-workflow-automation-generator to find which steps can be automated, get a tool-stack recommendation and a 90-day roadmap. That's how an SOP becomes a running workflow.
Q: Does vibe coding mean I never look at code or quality?
A: No. Vibe coding removes typing every line yourself — it does not remove Review and the Vibe Check. Did the AI understand the requirement? Is the generated feature what you wanted? Are edge cases covered? You still make those calls. That's exactly why the pipeline starts with a PRD and SOPs: acceptance criteria written up front give you something to check against.
Q: With Jueji installed, how do I trigger these Skills?
A: Just talk to your Agent in plain language — e.g. 'turn these notes into a PRD', 'turn my dictated process into an SOP', or 'walk me through the five-stage flow to build this idea'. Jueji matches and invokes the right Skill automatically; no need to memorize Skill names.