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Scan reports · citrolabs/ego-lite

ego-browser: scan report

When you need a browser, read this Skill by default. Use it to open and operate websites, fill forms, click buttons, take screenshots, extract page data, sign in, and perform other browser automation tasks, as well as… An automated scan of this public skill from citrolabs/ego-lite: security, token cost, spec and clarity, with every finding and its fix.

Result

Verdict

ego-browser

69/100 · grade D

citrolabs/ego-lite/skills/ego-browser at d392204

Spec 25 · Efficiency 7 · Clarity 25 · Security 12 (each out of 25)

Always loaded 156 tokens · on trigger 218 · on demand 7,118

  • sec/permissions warn · scripts/install.sh:42Escalates permissions.
  • eff/description-trigger warn · SKILL.mddescription doesn't say *when* to use the skill ("Use when …"). Agents decide from this line alone.
  • sec/undocumented-script warn · SKILL.mdBundles scripts that SKILL.md never explains. Say what each script does and when it runs.
  • eff/orphan-file info · learnings/github/notes/overview.mdlearnings/github/notes/overview.md is never mentioned in SKILL.md, so the agent won't know to read it.
  • eff/orphan-file info · learnings/google/notes/overview.mdlearnings/google/notes/overview.md is never mentioned in SKILL.md, so the agent won't know to read it.
  • eff/orphan-file info · learnings/x-com/notes/overview.mdlearnings/x-com/notes/overview.md is never mentioned in SKILL.md, so the agent won't know to read it.
  • eff/orphan-file info · learnings/x-com/notes/timeline.mdlearnings/x-com/notes/timeline.md is never mentioned in SKILL.md, so the agent won't know to read it.
  • eff/nested-refs info · learnings/github/notes/overview.mdlearnings/github/notes/overview.md is nested deeply; keep references one level below SKILL.md.
  • eff/nested-refs info · learnings/google/notes/overview.mdlearnings/google/notes/overview.md is nested deeply; keep references one level below SKILL.md.
  • eff/nested-refs info · learnings/x-com/notes/overview.mdlearnings/x-com/notes/overview.md is nested deeply; keep references one level below SKILL.md.
  • eff/nested-refs info · learnings/x-com/notes/timeline.mdlearnings/x-com/notes/timeline.md is nested deeply; keep references one level below SKILL.md.

Where it comes from

Source

FactValue
Repositorycitrolabs/ego-lite
Skill folderskills/ego-browser
Stars17,676
LicenseMIT
Commit scannedd392204
Scanned2026-10-19
Files20

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[![ProSkills scan 69/100](https://proskills.dev/badge?score=69)](https://proskills.dev/reports/citrolabs-ego-browser)

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FAQ

Questions

Is ego-browser safe to install?
No critical findings, some security notes. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
How was this score calculated?
Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
Is this report current?
It was made from commit d392204 on 2026-10-19. If the skill has changed since, paste the new version into the scanner for a fresh score.
I wrote this skill. Can I fix the score or have the page removed?
Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.

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