D-05
Halo Toolkit
5 repositories
Halo Toolkit
2025 — presentWidget and plugin runtimes for behavioural analytics
In developmentTypeScriptReactWeb Components+3Open
Web Experience & AnalyticsD-05Previous work
Site Grader
Automated page-quality scoring, then an AI-assisted second opinion
- Timeline
- 2024
- Availability
- Not publicly reachable
- Repositories
- 2
- Role
- Design and implementation
- Summary
- A grader that audits a page and returns a scored, prioritized report — structure, performance, clarity and conversion signals — later extended with a model-assisted pass that explains findings in plain language.
2
Generations
rule-based, then model-assisted
What it is
Point it at a URL and it renders the page in headless Chromium, measures it, checks it against a rule set, and returns a score with the reasons behind it.
Where the AI version helps
A rule-based grader is precise and unreadable: “LCP element is an image without dimensions.” The model-assisted pass keeps the same measurements but explains what the finding means for that specific page and what to change first — turning an audit into something a non-engineer will actually act on.
Related
Web Experience & Analytics
Experience
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Menu Monitor
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D-05
Page Vitals
1 repository
Page Vitals
2024Field instrumentation for real user performance
ShippingTypeScriptPerformanceObserverBeacon APIOpen