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calibrate

apache/magpieSkill

Derive committer and <governance-body> reference levels from the

ScannedSkillSource: Gemini CLI extensions gallery
120 stars +4 this week Updated 16d ago License Apache-2.0 Context ≈19 tokens always loaded
63popular

Why this score

Stars8/35
Usage (forks)5/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 120 stars are split between them (about 12 each) for scoring.

Popularity score: 63/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit 538ad11105e5, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Nothing from another maker does quite the same job yet.