discover-ui-surface
discover-ui-surface is a Browser & computer-use automation skill for AI agents, published by ZhixiangLuo in the 10xProductivity repository on GitHub. Skillspace rates discover-ui-surface D (62/100) and it passed the safety scan; the rating is based on static analysis only.
Walk through a UI flow once manually and capture a durable interaction map — which DOM elements to click, which network requests they trigger, and what field shapes they expose. Produces a reusable selector+endpoint reference for automation scripts. Use before writing any browser automation block for a JS-heavy SPA, design app, productivity app, or internal portal where selectors and API paths are not obvious from source inspection alone. Modes include Agent Browser for low-token interactive reconnaissance, Chrome DevTools Recorder, Playwright observer, and Playwright codegen+trace.
- Grade
- D
- Quality
- 62 / 100
- Safety
- Passed
- GitHub stars
- 461
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
- 96 / 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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