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…/claude-bughunter/hunt-rag-vector
home/skills/elementalsouls/claude-bughunter/hunt-rag-vector
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hunt-rag-vector

byelementalsouls· 56 skills

Installs

10

Stars

3.2k

Forks

493

Category

Machine Learning & AI

View on GitHub

TL;DR

Hunt vector-store / embedding-layer weaknesses in RAG pipelines (OWASP LLM08 Vector and Embedding Weaknesses) — persistent corpus poisoning that survives across sessions and users (distinct from one-shot indirect prompt injection, which is owned by hunt-llm-ai), cross-tenant vector-database IDOR (unauthenticated or unscoped queries against Pinecone/Weaviate/Chroma/Milvus/Qdrant/pgvector), source-text/metadata leakage in similarity-search results, and retrieval-hijack via adversarial embedding proximity ('SEO poisoning' for RAG). Targets: any app with a shared knowledge base, document upload feeding a chatbot, or a directly reachable vector-DB port. Validate: a second, clean session/account must inherit a poisoned result, or a cross-tenant artifact must be independently verifiable — confabulation is not a finding, same bar as hunt-llm-ai. Use when target is RAG-backed, exposes a vector-DB port, or lets users upload documents that other users' queries later retrieve.

How to install hunt-rag-vector?

elementalsouls/claude-bughunter/hunt-rag-vector
$npx -y skills add elementalsouls/claude-bughunter --skill hunt-rag-vector

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/elementalsouls/claude-bughunter" --skill "elementalsouls/claude-bughunter/hunt-rag-vector"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/elementalsouls/claude-bughunter" that are relevant to the current task. Run `npx skills add "https://github.com/elementalsouls/claude-bughunter"` and select the relevant skills, then follow their instructions.

Preview

elementalsouls/claude-bughunterelementalsouls/claude-bughunter

$ npx -y skills add elementalsouls/claude-bughunter --skill hunt-rag-vector

▸ installing to .claude/skills…

✓ hunt-rag-vector ready

Repoelementalsouls/claude-bughunter
TypeSkills
CategoryMachine Learning & AI
ForArchitectDeveloper
UpdatedJul 2026
License—
First seenJul 27, 2026

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