expert-panel

Why this score

This repo hosts 10 skills, so its 3,671 stars are split between them (about 367 each) for scoring.

Popularity score: 71/100 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 21, 2026 at commit 8088e1a16780, with Cisco's open-source skill-scanner.

What its code does:

• Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.scripts/editorial-brain.py:59
• Runs shell commands Common for dev tools. Read the commands it runs.scripts/editorial-brain.py:72
• Makes network requestsSKILL.md, scripts/editorial-brain.py:49 and 1 more
• Uses dependencies without a pinned version A later version of a dependency could change what runs.requirements.txt:2 and 1 more
• Downloads content and runs it Whatever it downloads can change after we scanned it.scripts/editorial-brain.py:343

Web addresses in its code:

• api.anthropic.comscripts/editorial-brain.py:50
• youtube.comscripts/editorial-brain.py:14

These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.

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

Other makers' add-ons that do the same job, next to this one.