similarity-search-patterns

sickn33/antigravity-awesome-skills · updated Apr 8, 2026

$npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill similarity-search-patterns
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summary

Similarity Search Patterns

  • Patterns for implementing efficient similarity search in production systems.
  • Use this skill when
  • Building semantic search systems
  • Implementing RAG retrieval
  • Creating recommendation engines
  • Optimizing search latency
  • Scaling to millions of vectors
  • Combining semantic and keyword search
  • Do not use this skill when
  • The task is unrelated to similarity search patterns
  • You need a different domain or tool outside this scope
  • Instruc
skill.md

similarity-search-patterns

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Discussion

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general reviews

Ratings

4.752 reviews
  • Amelia Singh· Dec 24, 2024

    Useful defaults in similarity-search-patterns — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Kofi Sethi· Dec 24, 2024

    I recommend similarity-search-patterns for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Nia Zhang· Dec 20, 2024

    Solid pick for teams standardizing on skills: similarity-search-patterns is focused, and the summary matches what you get after install.

  • Nia Li· Dec 20, 2024

    similarity-search-patterns reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Aanya Zhang· Dec 16, 2024

    We added similarity-search-patterns from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Rahul Santra· Nov 15, 2024

    Useful defaults in similarity-search-patterns — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Zara Lopez· Nov 15, 2024

    Solid pick for teams standardizing on skills: similarity-search-patterns is focused, and the summary matches what you get after install.

  • Daniel Khan· Nov 11, 2024

    I recommend similarity-search-patterns for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Kofi Thomas· Nov 7, 2024

    similarity-search-patterns fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Amelia Shah· Nov 7, 2024

    Registry listing for similarity-search-patterns matched our evaluation — installs cleanly and behaves as described in the markdown.

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