lightframes.work
scanned 2026-08-26 20:54 UTC · defs 2026.09 · monitored
category overview
the breakdown
1 of 27 patterns flagged✓ clean, no tells in this category.
Perma dark mode + medium-grey body text
Perma dark
Dark background + mid-grey body text (#a0a0a0 region, HSL saturation <15%, L 0.35–0.75) is the AI default for 'premium' feel.
✓ clean, no tells in this category.
✓ clean, no tells in this category.
✓ clean, no tells in this category.
the four axes
slop: lower is better · system & AEO: higher is better
design slop
4/100
Clean
copy slop
not run
system · DESIGN.md
none
no DESIGN.md
AEO · agent-readable
not run
scan to evaluate
system & aeo detail
system · DESIGN.md drift
No DESIGN.md declared. Add a design system file to track drift between redesigns.
AEO · agent-readable
Page is reachable (HTML 2xx)+10
AI crawlers are not blocked (GPTBot gets 2xx)+25
robots.txt does not Disallow AI crawlers+20
Page is indexable (no noindex)+15
Markdown twin served at <url>.md+10
HTML advertises the markdown twin (Link rel=alternate)+8
/llms.txt published at the site root+7
HTML sends Vary: Accept (content-negotiation aware)+5
Eight checks, weighted to 100. Evaluated live per scan. Run a fresh scan to see pass/fail.
competitive analytics
score over time
−23 pts since first scan
cleanliness radar
— you--- rank avg
slop distribution
cleaner than 74% of 2,946 scans
You've seen the score. Now fix it.
1 tells, heaviest first.
Perma dark mode + medium-grey body text+4
whyDark background + mid-grey body text (#a0a0a0 region, HSL saturation <15%, L 0.35–0.75) is the AI default for 'premium' feel. The mid-grey body text fails WCAG AA and signals 'I let v0 pick the colors'.fixEither: (a) go full light mode with crisp dark text on cream/white, OR (b) keep dark but increase body text contrast to at least #d4d4d8 (L 0.85+). Better: ship both themes and respect `prefers-color-scheme`.ruleBody text on dark backgrounds must have L ≥ 0.85. No defaulting to dark — the user's system preference is the default.
npx slop-detect lightframes.work --fix
Listed in the directory
This domain is claimed. It carries a dofollow backlink: lightframes.work. See it in the directory.
monitoring
Keep lightframes.work on-system between redesigns.
A daily re-scan, and a regression or design-drift email the moment a redesign slips back into slop. Scanning stays free; this remembers a domain over time.
double opt-in · $29–$149/mo · engine stays MIT & free forever · privacy