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Workflow

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waynesutton
workflow

Project workflow for PRDs, task tracking, changelog sync, and documentation updates. Use for any non-trivial task that spans multiple steps, touches several files, changes architecture, or needs project tracking updates. Also activates with @update to sync task.md, changelog.md, and files.md after completing work.

Overview

Publisherwaynesutton
Repositorymarkdown-site
Skill nameworkflow
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 Workflow 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/workflow
  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/workflow .claude/skills/workflow
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Workflow 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 Workflow 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 Workflow 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.

Project Workflow Skill

Use this skill for any non trivial task that spans multiple steps, touches several files, changes architecture, or needs project tracking updates.

Activate with: @update (for docs sync only)

Triage first

Before changing code:

  1. Identify what is missing, broken, or incomplete.
  2. Theorize a few likely causes or approaches.
  3. Narrow to the most likely plan.
  4. Ask if anything important is still unclear.

Skip the long process only for obvious one file fixes like typos or tiny copy changes.

PRD rules

Create a PRD before non trivial work.

  • Path: prds/<feature-or-problem-slug>.md
  • Extension: .md
  • Include:
    • problem
    • root cause for bugs
    • proposed solution
    • files to change
    • edge cases
    • verification steps
    • task completion log

Add metadata at the top:

  • Created: YYYY-MM-DD HH:mm UTC
  • Last Updated: YYYY-MM-DD HH:mm UTC
  • Status: Draft | In Progress | Done

Task tracking

Update task.md as the work moves forward.

  • Put new work under ## to do
  • Move finished work to ## completed
  • Add timestamps in YYYY-MM-DD HH:mm UTC
  • Do not mark a task done until it has been verified
  • Keep task notes short but specific enough for the next session

When useful, include:

  • the PRD path
  • the files touched
  • the verification command or outcome

Docs sync after changes

After each feature or fix, sync the project docs:

  • task.md
  • changelog.md
  • files.md

For changelog.md:

  • use Keep a Changelog structure
  • get real dates from git log --date=short -n 10
  • add timestamps when helpful

For files.md:

  • add new files
  • update descriptions that changed
  • keep descriptions brief and concrete

Execution style

  • Use subagents for research or parallel analysis when the task is large enough to benefit.
  • Use one focused subagent per task.
  • Stop and re plan if the work stops making sense.
  • Keep the change set tight.
  • Ask whether a staff engineer would approve the result before calling it done.

Learning loop

If the user corrects a repeated pattern, record the lesson in prds/lessons.md so the mistake does not come back.

Frequently asked questions

What does the Workflow AI skill do?

Project workflow for PRDs, task tracking, changelog sync, and documentation updates. Use for any non-trivial task that spans multiple steps, touches several files, changes architecture, or needs project tracking updates. Also activates with @update to sync task.md, changelog.md, and files.md after completing work.

Why use Workflow on TypingMind?

Because you install it once and use it with any model. Workflow 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 Workflow in TypingMind?

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

Which AI models can use Workflow?

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 Workflow?

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

Is the Workflow 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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