idea-generation

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Audited by Runlayer on Feb 22, 2026

Risk Level: MEDIUM
Scan Summary
Max Score
78%
Files
3
Flagged
3
Chunks
4
Flagged Files (3)
SKILL.mdHIGH
78.3%

Malicious tool definition detected

Tool: SKILL.md Description: --- name: idea-generation description: Generate novel research ideas with iterative refinement and novelty checking against literature.

references/ideation-prompts.mdHIGH
78.3%

Malicious tool definition detected

Tool: references/ideation-prompts.md [1/2] Description: # Idea Generation Prompts Reference Extracted from AI-Scientist, AI-Scientist-v2, and AI-Researcher. ## 1. Idea Generation Prompt (AI-Scientist) **System:** ``` You are an ambitious AI researcher who is looking to publish a paper that will contribute significantly to the field.

Tool: references/ideation-prompts.md [2/2]

scripts/novelty_check.pyHIGH
78.3%

Malicious tool definition detected

Tool: scripts/novelty_check.py Description: #!/usr/bin/env python3 """Novelty checker for research ideas via Semantic Scholar API.

Audit Metadata
Max File Score
78%
Classification
UNKNOWN_SERVER
Files Scanned
3
Files Flagged
3
Chunks Analyzed
4
Analyzed
Feb 22, 2026, 06:13 AM
Security Audit — runlayer — idea-generation