web-research-workflow
Pass
Audited by Gen Agent Trust Hub on Sep 25, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and analyze content from arbitrary web URLs, creating an attack surface for indirect prompt injection.
- Ingestion points: Untrusted data enters the agent context through
WebFetch, theTavily API, andagent-browseroutput as described inSKILL.mdandrules/tool-selection.md. - Boundary markers: The instructions lack explicit boundary markers or "ignore embedded instructions" warnings when the agent is directed to process or summarize the retrieved content.
- Capability inventory: The skill utilizes
Bash(permitting curl, jq, and CLI tool execution) andWrite(permitting snapshot and diff storage to the filesystem). - Sanitization: There is no evidence of sanitization, filtering, or validation of the external web content before it is processed by the agent.
- [COMMAND_EXECUTION]: The skill provides instructions for the agent to execute shell commands via the
Bashtool to process data and perform network operations. - The skill uses
curlto interact with the Tavily API andjqto parse JSON data as shown inreferences/tavily-api.mdandrules/monitoring-change-detection.md. - It utilizes an
agent-browserCLI tool to perform browser automation, including sensitive operations like session state management (agent-browser state save/load) inrules/browser-patterns.md. - [EXTERNAL_DOWNLOADS]: The skill performs network requests to external services to retrieve information.
- It makes multiple
curlcalls toapi.tavily.comfor search, extraction, and crawling. Tavily is a well-known service for AI research and data extraction, and these operations are core to the skill's purpose.
Audit Metadata