Guides expert-level Python async and concurrent programming: asyncio event loop, async/await patterns, threading vs multiprocessing decision tree, GIL implications, async context managers, and concurrent task management.
Free and open source. macOS, Windows and Ubuntu.
Add the skill to a bot, then ask your Chief of Staff:
“Use the Python Async Patterns skill on this: [describe the job, or paste your notes].”
The single most important decision in Python concurrency is matching the workload type to the correct primitive. Getting this wrong produces code that is slower, more complex, and harder to debug than the synchronous alternative.
Free for Mac, Windows and Ubuntu.
Open Settings → Skills and switch on Python Async Patterns for any bot. Or ask your Chief of Staff to pick skills for a job.
The bot reads the skill when the job calls for it, and works the way it lays out.
Guides expert-level Python async and concurrent programming: asyncio event loop, async/await patterns, threading vs multiprocessing decision tree, GIL implications, async context managers, and concurrent task management.
Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.
Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.
Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for