developer-keyword-research

Pass

Audited by Gen Agent Trust Hub on Sep 13, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process untrusted data from various external sources, which creates a surface for indirect prompt injection attacks.
  • Ingestion points: SKILL.md (Workflow steps 3 and 4) and references/demand-evidence-sources.md instruct the agent to pull data from docs-site search logs, support tickets, and issue trackers.
  • Boundary markers: The instructions do not define explicit delimiters (e.g., XML tags or special characters) to wrap the untrusted content or provide "ignore embedded instructions" warnings for the agent.
  • Capability inventory: The skill is composed of instructions and references; it does not contain code or scripts with direct file-system access, network operations, or shell execution capabilities.
  • Sanitization: Step 4 in the SKILL.md workflow explicitly requires normalizing error strings by replacing absolute paths, UUIDs, IP addresses, and numbers with placeholders.
  • [SAFE]: The skill incorporates strong privacy practices by requiring the agent to scrub and normalize sensitive identifiers from external logs and tickets before they are clustered or included in reports.
  • [SAFE]: All external URLs and references (e.g., Ahrefs, SparkToro, Google Search Central, Stack Overflow, and JetBrains) target official documentation and research from well-known and trusted organizations.
  • [SAFE]: The skill correctly scopes its behavior and references other tools within the same vendor namespace ('samber'), representing normal cross-skill integration.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 13, 2026, 09:14 PM
Security Audit — agent-trust-hub — developer-keyword-research