launch-on-device

launch-on-device is an Android development skill for AI agents, published by zly2006 in the zhihu-plus-plus repository on GitHub. Skillspace rates launch-on-device B (87/100) and it passed the safety scan; a judge model has also reviewed it.

Build, install, and launch the Zhihu++ Android app on a connected device using ADB. Includes comprehensive troubleshooting for common issues like missing devices, installation failures, signature mismatches, and app crashes. Use when deploying debug builds to physical devices or emulators.

Grade
B
Quality
87 / 100
Safety
Passed
GitHub stars
3,373

Placed #3 of 6 in the judged category final for Android development.

Not launch-quality. It is graded B with a clean safety verdict, but our quality filters exclude it: a model that read it found it written only for the repository it lives in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubzly2006/zhihu-plus-plus

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
AGPL-3.0
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Repo-internal: written for the repository it lives in. Builds and launches this repository's own Zhihu++ Android app

Judge review

Placed #3 of 6 in the judged category final for Android development.

  • Trigger8080
  • Instructions8282
  • Specificity9090
  • Safety9090
  • Disclosure7575
  • Maintenance7878
The account-JSON backup flow explicitly forbids printing cookie values and keeps secrets out of Gradle-built artifacts, real credential hygiene rather than an afterthought.

Not checked yet

  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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