light-idea-generation
Pass
Audited by Gen Agent Trust Hub on Jul 17, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides a suite of local Python utility scripts (
card_gate.py,candidate_dedup.py,provocation_gen.py, andrank_ideas.py) to process research data. These scripts perform structured tasks like deduplication based on text similarity and schema validation without employing dangerous operations like network calls or sensitive file access.- [EXTERNAL_DOWNLOADS]: Thereferences.mdfile documents the use of official APIs for academic services such as OpenAlex and Semantic Scholar. The instructions guide the user to configure these via environment variables or a dedicated literature search skill, which is a secure practice for managing API credentials.- [COMMAND_EXECUTION]: The instructions include command-line operations to run the provided scripts. These scripts use standard libraries such asargparse,json, andrefor local data processing, which is consistent with the skill's intended purpose and does not present a security risk.
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