pupil

pupil is a Browser & computer-use automation skill for AI agents, published by ADevillers in the Pupil repository on GitHub. Skillspace rates pupil D (64/100) and it passed the safety scan; the rating is based on static analysis only.

Operate Windows GUIs through Pupil by looping `perceive` and `indicate` until the user goal is met or explicitly canceled. Prefer `click` on visible controls over equivalent keyboard shortcuts, and use `input` for real typing/paste or true shortcut-only actions. Use this skill whenever Pupil tools are available and the task involves multi-step desktop automation or guided user interactions. Treat `r.perceive` as the default next snapshot and keep chat minimal while the loop runs.

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
36

Unproven: rated by static analysis only, not yet compared head-to-head.

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

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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