deep-research
Pass
Audited by Gen Agent Trust Hub on Jun 21, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [COMMAND_EXECUTION]: The
timeline_extraction_agentandreport_compiler_agentutilize thepdftotextcommand-line utility to extract the first lines and publication dates from PDF documents. This involves running shell commands on external files provided during the research process. - [EXTERNAL_DOWNLOADS]: The system connects to several well-known and established academic infrastructure services to verify references, including Semantic Scholar (
api.semanticscholar.org), Crossref (api.crossref.org), and OpenAlex (api.openalex.org). These connections are used solely for bibliographic metadata retrieval and deduplication, which is essential to the skill's research function. - [SAFE]: The skill implements a highly structured multi-agent architecture with mandatory ethics and rigor checkpoints. It uses advanced citation markers (
<!--ref:slug-->and<!--anchor:...-->) and applies percent-encoding to prevent data corruption or instruction leakage during the synthesis of external content. The internal logic is heavily focused on academic integrity and reproducibility.
Audit Metadata