📄 skillActiveExperimentallow

muffin

Muffin is a fast, simple and asyncronous web-framework for Python 3

Supported Platforms

🧠 Codex

Stars

690

Skill Type

📖 Library & API Reference

Quality Score

50/200

License

Unknown

Forks

Last Updated

Jun 11, 2026

Discovered

Apr 17, 2026

Validation

Passed

github.com/klen/muffin

Quality Breakdown

50/ 200

Content Signals

○Gotchas/Edge Cases+40

✓Progressive Disclosure+30

○Trigger Description+20

○Verification/Safety+20

○Code Examples+15

○Composability+15

Repo Health

✓Recent Activity+15

○Scripts/Automation+10

○Real Usage (Issues)+10

✓Single Responsibility+10

✓Config/Persistence+10

○Install Instructions+5

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

low

Standard permissions only. Safe for general use.

Active

Updated within the last 90 days. Actively maintained.

Unverified skill. Always review source code before installing any skill from an unknown author.

Repository appears to be a legitimate Python web framework (Muffin) with standard project structure
No install scripts, bootstrap automation, or persistent configuration modification files detected
No evidence of autonomous operation, multi-agent spawning, or external code execution capabilities
GitHub workflows are standard CI/CD (tests, docs, release) with no suspicious automation
File list contains typical Python package contents: source code, tests, documentation, configuration
No Bash/Shell/Exec/terminal access requests or offensive security language in metadata