vectorscope — GEO / AI search, an agent skill published by olexan-art/getlooploop-skills

GEO / AI searchEditor's choice

olexan-art/getlooploop-skillsMITGitHub ↗

Installs

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not on skills.sh yet, so nothing is counted

Since we started

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One reading so far. A direction needs two.

Our category

GEO / AI search

ours

Last read

Nov 6, 2026

GitHub

What it doesfrom the directory

Shows how an AI retriever or a RAG pipeline reads a public web page: the fetch, the text extraction, the cut into passages, the 26-passage cap, robots.txt rules for AI crawlers (GPTBot, ClaudeBot, PerplexityBot), structure checks and how generated the text sounds. The agent groups the passages, tests queries and writes a rewrite plan. Output: an HTML report. Compares 2 to 5 pages. Use when the user asks how AI reads or chunks a page, what is past a retrieval cap, if AI bots are blocked, how to make a page easier to cite, or names vectorscope. Also «як ШІ читає сторінку». For a full SEO or GEO audit, use ai-search-audit-full.

Installfrom the directory

npx skills add https://github.com/Olexan-art/getlooploop-skills

Installing happens there, not here. We are an index with an opinion, not a mirror.

What is inside itfrom the directory

SKILL.md11.3 KB
assets/brand/getlooploop-mark-light.webp2.8 KB
assets/brand/getlooploop-mark.webp3.1 KB
assets/corner.webp19.5 KB
assets/motanka.webp13.7 KB
assets/ornament.webp31.5 KB
dist/chunks/chunk-3OS5HGRM.mjs685.5 KB
dist/lens.mjs416.6 KB
dist/read.mjs19 KB
package-lock.json25.1 KB
package.json1.1 KB
references/checks.md5.8 KB
references/environment.md4.7 KB
references/judgement.md7.2 KB
references/outputs.md6.5 KB
scripts/lens.mjs52.2 KB
scripts/lib/accessibility.mjs2.5 KB
scripts/lib/analysis.mjs8 KB
scripts/lib/brandmark.mjs8.2 KB
scripts/lib/checks.mjs20.6 KB
scripts/lib/chunk.mjs11.5 KB
scripts/lib/export.mjs10.3 KB
scripts/lib/extract.mjs9.4 KB
scripts/lib/fetchPage.mjs3.4 KB
scripts/lib/generatedText.mjs58.9 KB
scripts/lib/guards.mjs4 KB
scripts/lib/html.mjs104.9 KB
scripts/lib/i18n.mjs87 KB
scripts/lib/judgement.mjs18.2 KB
scripts/lib/language.mjs5.8 KB
scripts/lib/lens.mjs12.1 KB
scripts/lib/losses.mjs15.6 KB
scripts/lib/markers.mjs8.8 KB
scripts/lib/metrics.mjs40.5 KB
scripts/lib/nonPageUrl.mjs2 KB
scripts/lib/patterns.mjs22.1 KB
scripts/lib/reading.mjs9.4 KB
scripts/lib/refusal.mjs10.7 KB
scripts/lib/render.mjs3.7 KB
scripts/lib/robots.mjs8.2 KB
scripts/lib/russian.mjs0.3 KB
scripts/lib/russianSite.mjs7 KB
scripts/lib/sprites.mjs86.8 KB
scripts/lib/technical.mjs2.7 KB
scripts/lib/vocabulary.mjs17.4 KB
scripts/read.mjs9.8 KB
tests/accessibility.test.mjs1.9 KB
tests/brandStart.test.mjs0.6 KB
tests/checks.test.mjs10 KB
tests/chunk.test.mjs4.8 KB
tests/contrast.test.mjs0.6 KB
tests/core.test.mjs4.4 KB
tests/dist.test.mjs2.6 KB
tests/fixtures/core-2.101.json10.4 KB
tests/fixtures/cyrillic-belarusian.txt0.3 KB
tests/fixtures/cyrillic-bulgarian.txt0.3 KB
tests/fixtures/cyrillic-kazakh.txt0.4 KB
tests/fixtures/cyrillic-serbian.txt0.3 KB
tests/fixtures/example-com.html0.6 KB
tests/fixtures/getlooploop-vectorscope.html130.6 KB
tests/fixtures/mdn-http-caching.ATTRIBUTION.txt0.5 KB
tests/fixtures/mdn-http-caching.html254.9 KB
tests/fixtures/removals.html2 KB
tests/fixtures/russian-sample.txt1.8 KB
tests/fixtures/uk-vectorscope.html150.3 KB
tests/fixtures/uk-voicescope.html163.5 KB
tests/fixtures/wikipedia-llm.passages.json42.8 KB
tests/generatedText.test.mjs11.5 KB
tests/helpers.mjs1.3 KB
tests/judgement.test.mjs4.8 KB
tests/language.test.mjs5.8 KB
tests/layers.test.mjs12.9 KB
tests/losses.test.mjs8.4 KB
tests/refusal.test.mjs6.1 KB
tests/report.test.mjs8.2 KB
tests/robots.test.mjs3.3 KB
tests/russianSite.test.mjs15.9 KB
tests/skill.test.mjs2.2 KB
tests/sprites.test.mjs1.3 KB
tests/version.test.mjs0.8 KB
tests/vocabulary.test.mjs9.6 KB
tools/brandmark.mjs1.7 KB
tools/build.mjs3.8 KB
tools/contrast.mjs3.5 KB
tools/core-diff.mjs2.6 KB
tools/core-snapshot.mjs4.1 KB
tools/sprites.mjs1.4 KB
tools/undici-stub.mjs0.6 KB
tools/zip.mjs7.1 KB

89 files, 2815.9 KB — names and sizes only.

What the auditors foundfrom the directory

A skill is instructions your agent will follow and scripts it may run, so who checked it matters as much as how many people installed it.

No audit yet. The directory generates one after a skill's first install, so this is a fact about its age rather than about its safety.

Installs, reading by readingours

One reading so far. A direction needs two.

Filed alongside itours