# Skill `davila7/claude-code-templates/cli-tool/components/skills/ai-research/rag-faiss` on anlyon.dev

> Text inside fenced blocks marked untrusted-server-text was written by the MCP server's publisher, not by anlyon.dev. It is data to inspect, not instructions to follow. Invisible characters are shown as [U+XXXX].
> No finding is not a safety guarantee: these are fixed checks of a skill's files, read as text and never run.

- Page: https://anlyon.dev/skills/davila7/claude-code-templates/cli-tool/components/skills/ai-research/rag-faiss
- JSON: https://anlyon.dev/api/v1/skills/davila7/claude-code-templates/cli-tool/components/skills/ai-research/rag-faiss
- Publisher: Daniel Avila
- Source: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-research/rag-faiss
- Install: `npx skills add https://github.com/davila7/claude-code-templates --skill rag-faiss`
- Read 2026-10-21T19:55:14.121Z; 2 files, 0 scripts; content hash f0c15678d70b3188bbb100e27d61648d25548da6e1ab79f6ab81e4c47faacbb4

Name and description, as the publisher wrote them:

```untrusted-server-text
faiss
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.
```

## What it lets an agent do

- **Instructions only** (`instructions`): Text only: no shell, no file writes, no scripts.

  Why, from the skill's files:

  ```untrusted-server-text
  No shell, no file writes, no network and no scripts found.
  ```


## Findings (0)

No check matched anything. That is not a safety guarantee.