Compass-skills: AI Task Automation
From the repo · “司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents”
Create custom automations using personalized AI task control for workflow management, with Compass-skills.
"A founder creates a Compass-skills automation to sync product listings between Amazon and her e-commerce platform's database, every hour, to stay current. She configures API keys for both platforms, sets up the trigger and action sequences, then deploys the automation. As a result, her product listings are always up-to-date, reducing errors and saving her team from manual updates."
- •When you need to automate repetitive tasks in your startup's workflow
- •When you want to integrate AI agents into your workflow automation
- •When you need a customizable skills system for your AI tasks
compass run my_task --skill my_skill --param my_param
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/compass-skills && curl -fsSL https://workflowstacks.com/api/skills/compass-skills/claude-skill -o ~/.claude/skills/compass-skills/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Compass-skills: AI Task Automation is a medium Python project (~13k lines across 31 code files, plus 3 test files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, MIT license, has a test suite.
- 1README.mdStart here — what it does and how to install it
- 2AGENTS.mdThe instructions the AI actually follows
- 3skills/academic-humanizer/SKILL.mdInside skills/ — an example of what the AI is told to do
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/compass-skills && curl -fsSL https://workflowstacks.com/api/skills/compass-skills/claude-skill -o ~/.claude/skills/compass-skills/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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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.
Context7 (live docs) MCP config
Pull up-to-date library docs into Claude so it codes against the real API.
Outcome guideAutomate your product descriptions with AI
You keep your products in a Google Sheet. The workflow reads each one, writes a benefit-led description in a consistent brand voice, and saves it back — for your whole catalog at once. You review and publish.
MCP configPlaywright (browser) MCP config
Drive a real browser for testing and automation from Claude.
Related skills
More automation tools founders pair with this one.