workflowstacks
ai-agent

picoclaw: Automate Tasks

Automate mundane tasks with picoclaw, ideal for founders
29,857 stars4,447 forksGoGuide quality 8/10Updated 8/14/2026100% free · open source
What it does

Picoclaw is an AI agent that automates mundane tasks by learning from user interactions, ideal for startup founders to streamline their workflows.

When to use it
  • •When you need to automate repetitive tasks without extensive coding knowledge
  • •When integrating AI into your workflow to enhance productivity and efficiency
  • •When you require a customizable and scalable automation solution
Ready-to-paste prompt
picoclaw train --config config.json --model my_model --epochs 10
Heads up: Ensure you have Go (version 1.17 or later) installed on your system, as picoclaw is built using Go and requires it to run
Saves to your device
Use with Claude
New

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

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/picoclaw && curl -fsSL https://workflowstacks.com/api/skills/picoclaw/claude-skill -o ~/.claude/skills/picoclaw/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 picoclaw: Automate Tasks works
Codeflow
Free to inspect

Picoclaw: Automate Tasks is a very large Go project (~226k lines across 1053 code files, plus 1 test 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
Very large codebase
~226k lines · 1053 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Go · Docker
Needs API keys (.env)
Go 90%TypeScript 10%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    cmd/membench/main.go
    Where the program starts running
  3. 3
    go.mod
    Dependencies and the commands it exposes
  4. 4
    .env.example
    The API keys and settings you must provide
  5. 5
    pkg/channels/README.md
    Inside pkg/ — the main logic begins here
What's in each folder
pkg/Core code — the actual logic697 files
web/Frontend / UI284 files
cmd/Command-line entry points102 files
integration/Sub-packages / plugins7 files
docs/Documentation213 files
examples/Examples you can copy2 files
workspace/Folder16 files
docker/Deployment / infrastructure9 files
READMEHas testsDocumentedCI checksDocker readyExamples includedMIT licenseUpdated this month
Quick Actions
Details
Creator
sipeed
Language
Go
Category
ai-agent
Published
2/4/2026

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