Installs into .claude/skills of the current project.
Are you the author of Vector And Embedding Weaknesses?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/0dayinc-vector-and-embedding-weaknesses)
---
name: pwn-ai-redteam-vectorandembeddingweaknesses
description: Drive PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses from pwn_eval.
license: MIT
allowed-tools: [pwn, pwn_eval]
metadata:
bundled: true
generated: true
module: PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses
source: pwn/ai/red_team/vector_and_embedding_weaknesses.rb
---
# PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses
AI RedTeam Module used to test vector stores and embedding pipelines for inversion, tenant bleed, cache poison, and blocker documents (OWASP LLM09:2026).
## When to use
Call `PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses` from `pwn_eval` when the task needs this module.
Do not reimplement it in shell.
## Methodologies
Generated from `pwn/ai/red_team/vector_and_embedding_weaknesses.rb`. Prefer the public class methods below.
Class methods take `(opts = {})` and read `opts`.
## How to call
```ruby
PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses.help
PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses.scan(opts)
```
## Public methods
- `scan`
- `security_references`
- `authors`
- `help`
## References
- `references/security.md` — CWE / NIST mapping
- `references/urls.md` — URLs from source
## Source
`pwn/ai/red_team/vector_and_embedding_weaknesses.rb`
## Verification
`PWN::AI::RedTeam::VectorAndEmbeddingWeaknesses.respond_to?(:scan)` after the
module is loaded. Read the source for parameter names.
