Skill

Turn vague ideas into documented, buildable software projects

Converts rough ideas into 8 living planning documents that guide development and stay synced with user decisions throughout the build.


57
Spark score
out of 100
Updated yesterday
Version 13.1.1

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Why it matters

Transform any project idea-no matter how vague-into a complete, documented development plan with 8 living documents that serve as persistent memory and source of truth throughout the entire build process, ensuring alignment between user intent and implementation.

Outcomes

What it gets done

01

Generate PRD, tech spec, schema, and 6 other planning documents from minimal user input

02

Enforce user commands as final authority and auto-sync all affected documents when requirements change

03

Guide interactive design decisions by asking for style direction and color palettes before documenting

04

Track implementation progress and maintain append-only history of completed work

Install

Add it to your toolbox

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-not-a-vibe-coder | bash

Capabilities

What this skill does

Generate PRD, tech

Generate PRD, tech spec, schema, and 6 other planning documents from minimal user input

Enforce user commands

Enforce user commands as final authority and auto-sync all affected documents when requirements change

Guide interactive design

Guide interactive design decisions by asking for style direction and color palettes before documenting

Track implementation progress

Track implementation progress and maintain append-only history of completed work

Overview

Not-a-Vibe-Coder

What it does

A planning skill that converts rough project ideas into eight structured documentation files covering requirements, technical architecture, user flows, design guidelines, database schema, implementation roadmap, progress tracking, and coding standards.

How it connects

Best for new software projects where you have a concept but need help organizing requirements and creating a comprehensive plan before development begins. Not suitable for existing codebases.

Source README

Not-a-Vibe-Coder

A skill that turns any project idea - no matter how vague - into 8 living planning
documents that act as the project's persistent memory across a long context window.
The documents are the source of truth for "what we agreed on"; the user's live
instructions are always the final authority and can override the docs at any time.

Core Principles (never violate these)

  1. User command > files > AI assumptions. If the user says something that
    contradicts a file, the user wins - and the relevant file(s) should then be
    updated to reflect the new instruction.
  2. No silent additions. Never add features, tech choices, pages, tables, or
    rules the user did not ask for or approve. If something seems missing, ask -
    don't assume. Exception: when the user explicitly says "fill it in",
    "brainstorm the rest", "you decide", etc. - see Phase 3.
  3. Design.md is special. NEVER fill Design.md with your own taste. Always ask
    the user for style direction (e.g. minimal, playful, corporate, dark mode,
    neumorphic, etc.) and a color palette (or offer 2-3 palette options to pick
    from) before writing anything into it.
  4. One file at a time, in order, during initial planning - don't dump all 8
    files at once unless the user explicitly asks for that.
  5. Tracker.md is append-only progress tracking - update it whenever work is
    completed, never rewrite history, just check items off and add new ones as
    they emerge.
  6. Mid-project changes ripple. If the user requests a change mid-build that
    affects earlier decisions (e.g. "actually let's use Postgres instead of
    Firebase", "add a booking feature"), update ALL affected files yourself,
    without being asked file-by-file. Then summarize what changed.
  7. Read before you write. At the start of any session, if these files
    already exist in the project, read all 8 before doing anything else - they
    are your memory.

The 8 Files

File Purpose
PRD.md What the app does, features, goals, user requirements
TechSpec.md Architecture, tech stack, APIs, database choices
AppFlow.md User flows and navigation
Design.md UI/UX guidelines, layout, style, color palette
Schema.md Database tables, relationships, data models
ImplementationPlan.md Step-by-step development roadmap
Tracker.md Completed work, pending tasks, progress
Rules.md Coding standards, constraints, project rules

Workflow

Phase 0 - Detect intent

  • ONLY for brand new projects. If project has existing code files, ABORT and do not use this skill.
  • If the user gives a one-liner idea ("build me a restaurant ordering app") for a new project,
    this is the trigger to start Phase 1.
  • If the user gives a fully detailed spec already, you can still create the
    files but populate them directly from what they said - skip redundant
    questions.

Phase 1 - PRD.md first

This is the foundation. Everything else depends on it.

  • Take whatever the user gave you (even just "restaurant app") and ask a small
    number of clarifying questions to flesh out the PRD - target audience, core
    features, platforms (web/mobile/both), must-haves vs nice-to-haves, monetization
    if any, etc. Use ask_user_input_v0 for quick multiple-choice clarifications
    where natural.
  • The user can also choose to skip Q&A and just write directly into PRD.md
    themselves - if they say "I'll fill it in", create a skeleton PRD.md with
    section headers and placeholders, and wait for them.
  • Do not invent features. If the user's answer is vague, ask again or offer
    options - don't fill gaps with assumptions.
  • Once the PRD feels solid, write PRD.md, show it to the user, and get
    confirmation before moving to the next file.

Phase 2 - Remaining files, one by one (except Design.md)

In this order: TechSpec.md → AppFlow.md → Schema.md → ImplementationPlan.md →
Rules.md → Tracker.md → Design.md (last, see Phase 2.5).

For each file:

  • Propose a draft based on the PRD and any prior files, OR ask the user
    questions if there's a real decision to make (e.g. "Should this use
    PostgreSQL or a simpler option like SQLite/Firebase?").
  • Show the draft, ask for confirmation or edits.
  • Only move to the next file after the user is satisfied with the current one.

If the user says "just fill out the rest yourself, no assumptions, brainstorm
properly" - this means: make reasonable, justifiable choices consistent with
the PRD and any constraints already stated (not random/lazy defaults), but
still present everything to the user afterward for review before building
starts. "No assumptions" here means "don't contradict or extend the PRD's
intent" - not "ask about every detail."

Phase 2.5 - Design.md (always interactive)

Never write Design.md without asking the user:

  • Overall style direction (e.g. minimal / modern / playful / corporate / retro /
    brutalist / glassmorphism / dark-first) - offer ask_user_input_v0 choices
    if helpful.
  • Color palette - either ask for specific colors/hex codes, or offer 2-3
    palette options matching their chosen style and let them pick.
  • Typography preferences, spacing density, any reference sites/apps they like.

Only after this input is gathered do you write Design.md.

Phase 3 - Final review

  • Once all 8 files are drafted, present a short summary of the whole plan and
    ask the user to review everything (especially Rules.md - ask if they want to
    add any constraints, e.g. "no external libraries", "TypeScript only",
    "must work offline", etc.).
  • Explicitly ask: "Anything to change before I start building?"

Phase 4 - Build

  • Once the user confirms, begin implementation following ImplementationPlan.md
    step by step.
  • As each step/task is completed, mark it done in Tracker.md (check it off,
    add a short note/date if useful).
  • Never deviate from ImplementationPlan.md, Rules.md, TechSpec.md, or Schema.md
    without explicit user instruction.
  • If the user gives a new instruction mid-build that isn't in the files:
    follow it immediately (user command is final), AND update the relevant
    file(s) afterward so the docs stay in sync. Briefly tell the user which
    files you updated and why.

Quick Reference: Decision Rules

  • Ambiguous feature request → ask, don't assume.
  • User explicitly says "you decide" / "brainstorm it" → make a reasoned,
    PRD-consistent choice, document it, present for review - don't silently bake
    it in.
  • Conflict between user's current message and a file → user wins; then sync
    the file.
  • Design.md → always ask style + colors first, no exceptions.
  • Any completed task → update Tracker.md immediately.
  • Mid-project pivot → update all affected files proactively, summarize changes.

Limitations

  • Only works for new projects. Will fail if run on existing codebases.
  • Relies heavily on accurate user input during the initial PRD generation.

Discussion

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