azure-search-documents-py

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Audited by Runlayer on Feb 24, 2026

Risk Level: MEDIUM
Scan Summary
Max Score
78%
Files
7
Flagged
7
Chunks
9
Flagged Files (7)
SKILL.mdHIGH
78.3%

Malicious tool definition detected

Tool: SKILL.md [1/2] Description: --- name: azure-search-documents-py description: | Azure AI Search SDK for Python.

Tool: SKILL.md [2/2] Description: credential) as client: results = await client.search(search_text="query") async for result in results: print(result["title"]) ``` ## Best Practices 1.

references/acceptance-criteria.mdHIGH
78.3%

Malicious tool definition detected

references/agentic-retrieval.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/agentic-retrieval.md Description: # Agentic Retrieval with Knowledge Bases Agentic retrieval integrates an LLM to process queries, retrieve content, and generate grounded answers.

references/semantic-ranking.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/semantic-ranking.md Description: # Semantic Ranking Patterns Semantic ranking uses machine learning to re-rank search results for better relevance.

references/vector-search.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/vector-search.md Description: # Vector Search Patterns Detailed patterns for vector search with Azure AI Search.

scripts/setup_agentic_retrieval.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/setup_agentic_retrieval.py Description: #!/usr/bin/env python3 """ Create Azure AI Search agentic retrieval infrastructure.

scripts/setup_vector_index.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/setup_vector_index.py Description: #!/usr/bin/env python3 """ Create an Azure AI Search index with vector search capabilities.

Audit Metadata
Max File Score
78%
Classification
KNOWN_SERVER_KNOWN_TOOL_LIST
Files Scanned
7
Files Flagged
7
Chunks Analyzed
9
Analyzed
Feb 24, 2026, 10:43 AM
Security Audit — runlayer — azure-search-documents-py