prompt

Fabric: AI Augmentation

Name: Fabric: AI Augmentation
Author: danielmiessler

Solve specific problems with crowdsourced AI prompts. For startup founders.

intermediate⏱ 30 minutes💵 Free + LLM API costs

44,212 stars+54★ this week4,298 forksGoGuide quality 9/10 · reviewed Jun 30Updated 10/10/2026100% free · open source

What it is

Use Fabric to turn ideas into AI-driven solutions by combining custom prompts.

Real use case example

"A founder, Alex, wants to automatically add new Stripe customers to their Notion database for easier customer management. Alex creates a Fabric solution by writing custom prompts, connecting it to Stripe and Notion APIs, and then sets up a trigger. With Fabric's automation now in place, Alex's database is always up to date, saving them time and effort."

Best insideClaude DesktopSelf-hostedAny AI Client

When to use it

•When you need a flexible framework to integrate AI into your application
•When you want to leverage crowdsourced AI prompts to solve specific problems
•When you require a modular system to manage and use AI capabilities

Ready-to-paste prompt

./Fabric --prompt 'What is the definition of artificial intelligence?'

Heads up: Before using Fabric, ensure you have Go (version 1.17 or later) installed on your system, as it is required to build and run the Fabric executable

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/fabric && curl -fsSL https://workflowstacks.com/api/skills/fabric/claude-skill -o ~/.claude/skills/fabric/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Fabric: AI Augmentation works

Codeflow

Free to inspect

Fabric: AI Augmentation is a large Go project (~39k lines across 348 code files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.

Size

Large codebase

~39k lines · 348 code files · ~5 h to skim

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

No API keys detected

Go 70%Svelte 11%TypeScript 6%Python 6%Shell 3%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
cmd/fabric/main.go
Where the program starts running
3
go.mod
Dependencies and the commands it exposes
4
internal/cli/cli.go
Inside internal/ — the main logic begins here

What's in each folder

internal/Core code — the actual logic204 files

web/Frontend / UI193 files

cmd/Command-line entry points25 files

docs/Documentation32 files

data/Data files338 files

scripts/Helper scripts16 files

nix/Folder5 files

completions/Folder4 files

READMEHas testsDocumentedCI checksMIT licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/fabric && curl -fsSL https://workflowstacks.com/api/skills/fabric/claude-skill -o ~/.claude/skills/fabric/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

danielmiessler

Language

Do this with a working workflow

Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.

Outcome guide

Turn meeting notes into a summary email automatically

Paste the transcript into a private form and the workflow writes and emails a concise recap — decisions, owners, open questions — that people will actually read.