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waynesutton
help

Reflection-first problem solving methodology for Convex development. Use before implementing any solution to ensure proper root cause analysis, 98% code confidence, and minimal change scope.

Overview

Publisherwaynesutton
Repositorymarkdown-site
Skill namehelp
Stars
627
Forks
91
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by waynesutton on GitHub. Read the source before you install it.

Installation

Install the Help AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/waynesutton/markdown-site/tree/main/.claude/help
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/waynesutton/markdown-site.git /tmp/markdown-site
mkdir -p .claude/skills
cp -r /tmp/markdown-site/.claude/help .claude/skills/help
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Help in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Help on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Help is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Core Development Guidelines Skill

Deep reflection and problem-solving methodology for full-stack Convex development.

1. Reflect deeply before acting

Before implementing any solution, follow this process:

  1. Reflect: Carefully consider why the current implementation may not be working
  2. Identify: What's missing, incomplete, or incorrect based on the request
  3. Theorize: Different possible sources of the problem or areas requiring updates
  4. Distill: Narrow down to 1-2 most probable root causes or solutions
  5. Proceed: Only move forward after clear understanding

Never assume. If anything is unclear, ask questions and clarify.

2. Convex implementation guidelines

Core principles

Direct mutation pattern:

  • Use direct mutation calls with plain objects
  • Create dedicated mutation functions that map form fields to database fields
  • Form field names should exactly match database field names when applicable

Best practices:

  • Patch directly without reading first
  • Use indexed queries for ownership checks (not ctx.db.get())
  • Make mutations idempotent with early returns
  • Use timestamp-based ordering for new items
  • Use Promise.all() for parallel independent operations to avoid write conflicts

Essential documentation

Functions:

Core concepts:

Authentication:

3. Change scope and restrictions

What to update

  • Update Convex schema if needed
  • Only update files directly necessary to fix the original request
  • When tasks touch changelog.md, changelog page, or files.md:
    • Run git log --date=short to check commit history
    • Set release dates to match real commit timeline
    • No placeholders or future months

What NOT to change

  • Do not change UI, layout, design, or color styles unless specifically instructed
  • Preserve all admin dashboard sections and frontend components unless explicitly told to update
  • Never remove sections, features, or components unless directly requested

4. UI/UX guidelines

Design system compliance

For pop-ups, alerts, modals, warnings, notifications, and confirmations:

  • Always follow the site's existing design system
  • Never use browser default pop-ups
  • Use site design system components only

Follow Vercel guidelines

https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/refs/heads/main/AGENTS.md

5. Documentation policy

IMPORTANT: Do NOT create documentation files unless explicitly instructed.

Banned unless requested:

  • README.md
  • CONTRIBUTING.md
  • SUMMARY.md
  • USAGE_GUIDELINES.md

You may include a brief summary in responses, but don't create separate documentation files.

Formatting rules:

  • Never use emojis in readme or app unless instructed

6. Code confidence requirement

98% confidence rule:

Don't write any code until you're very confident (98% or more) in what needs to be done.

If unclear, ask for more information.

Quick reference checklist

Before writing code:

  • Have I reflected on the root cause?
  • Do I understand what's actually broken?
  • Am I 98% confident in the solution?
  • Am I only changing files that need to change?
  • Am I preserving existing UI/features not mentioned?
  • Am I using the site's design system (not browser defaults)?
  • Am I following Convex mutation best practices?
  • Have I checked the relevant docs?

When uncertain:

  • Ask clarifying questions
  • Don't assume
  • Reference documentation
  • Narrow down to 1-2 most likely solutions

Frequently asked questions

What does the Help AI skill do?

Reflection-first problem solving methodology for Convex development. Use before implementing any solution to ensure proper root cause analysis, 98% code confidence, and minimal change scope.

Why use Help on TypingMind?

Because you install it once and use it with any model. Help is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Help in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/waynesutton/markdown-site/tree/main/.claude/help. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Help?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Help?

As many as you like. As long as a model supports skills, you can use Help with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Help AI skill free?

Yes. It is published on GitHub by waynesutton under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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