idea-discovery
Fail
Audited by Gen Agent Trust Hub on Mar 17, 2026
Risk Level: HIGHCREDENTIALS_UNSAFECOMMAND_EXECUTIONPROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
- [CREDENTIALS_UNSAFE]: The skill explicitly references and checks for the existence of
~/.claude/feishu.json. Accessing files within the~/.claude/directory is highly sensitive as it often contains authentication tokens, API keys, or private configurations for the agent environment. - [COMMAND_EXECUTION]: The skill utilizes the
Bash(*)tool to perform system-level operations. It specifically instructs the agent to use Bash for file writing (cat << 'EOF' > file) to circumvent standard tool limitations and mentions the capability to manage and terminate system processes ("kill any running pilot"). - [PROMPT_INJECTION]: The skill contains instructions that explicitly tell the agent to bypass user confirmation. In the 'Key Rules' section, it states: 'Do NOT ask the user for permission — just do it silently' when performing Bash-based file writes. Additionally, the
AUTO_PROCEED = trueconstant encourages the agent to continue the pipeline without explicit user approval at major checkpoints. - [EXTERNAL_DOWNLOADS]: The skill performs extensive web data ingestion through
WebSearchandWebFetchto gather information from external sources like arXiv, Google Scholar, and Semantic Scholar. - [PROMPT_INJECTION]: The skill is vulnerable to Indirect Prompt Injection (Category 8).
- Ingestion points: Phase 1 retrieves paper metadata and summaries from external sources (arXiv, Google Scholar) using
WebSearchandWebFetch(File: SKILL.md). - Boundary markers: No boundary markers or instructions to ignore embedded commands in the fetched research data are present.
- Capability inventory: The skill has access to
Bash(*),Write,Edit, andWebSearch, allowing for file system modification and further network requests (File: SKILL.md). - Sanitization: There is no evidence of sanitization or validation of the fetched external content before it is processed by the pipeline.
Recommendations
- AI detected serious security threats
Audit Metadata