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chatgpt-app-submission

nteract/semioticSkill

Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check findings and outputSchema warnings for submission review.

ScannedSkillSource: GitHub
2,716 stars Updated 16d ago License Apache-2.0 Context ≈70 tokens always loaded
77popular

Why this score

Stars20/35
Usage (forks)7/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 4 skills, so its 2,716 stars are split between them (about 679 each) for scoring.

Popularity score: 77/100 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 b0e9edabe683, 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

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