devtools

Simplify AI workflows with flyte

Name: Simplify AI workflows with flyte
Author: flyteorg

Coordinate data, models, and compute with flyte, a tool for founders building AI workflows, backed by 7.1k+ GitHub stars

From the repo · “Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.”

7,743 stars+45★ this week911 forksGoGuide quality 9/10 · reviewed Jul 14Updated 10/22/2026100% free · open source

What it does

Flyte helps founders coordinate data, models, and compute to build resilient AI workflows

When to use it

•When building AI-powered products that require dynamic workflow orchestration
•When needing to integrate multiple data sources and machine learning models
•When requiring a scalable and fault-tolerant workflow management system

Ready-to-paste prompt

python -c 'from flytekit import task, workflow; @task def my_task(x: int) -> int: return x + 1; @workflow def my_workflow(x: int) -> int: return my_task(x=x)'

Heads up: Ensure you have Docker installed and configured on your system, as Flyte relies on Docker for workflow execution

Saves to your device

Use with Claude

New

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

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/flyte && curl -fsSL https://workflowstacks.com/api/skills/flyte/claude-skill -o ~/.claude/skills/flyte/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 Simplify AI workflows with flyte works

Codeflow

Free to inspect

Simplify AI workflows with flyte is a very large Go project (~493k lines across 1472 code files, plus 33 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit this month, Apache-2.0 license, has a test suite.

Size

Very large codebase

~493k lines · 1472 code files · days to read — use, don't read

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Go · Docker

No API keys detected

Go 86%Rust 7%TypeScript 4%Makefile 1%Shell 1%

Where to start reading

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

What's in each folder

app/Core code — the actual logic13 files

boilerplate/Templates36 files

docs/Documentation5 files

gen/Folder783 files

flyteplugins/Folder285 files

flytestdlib/Folder245 files

runs/Folder128 files

flyteidl2/Folder105 files

READMEHas testsDocumentedCI checksDocker readyApache-2.0 licenseUpdated this month

Use with Claude

New

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

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

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

flyteorg

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

Personalize your cold emails at scale

You keep prospects in a Google Sheet with a note about each. The workflow writes a specific one-line opener per prospect and scores it 1–5, so you can send the strong ones and fix the weak ones.