pattern-of-life-from-socials

Pass

Audited by Gen Agent Trust Hub on Aug 3, 2026

Risk Level: SAFEPROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill is designed to ingest and analyze untrusted data from external social media profiles, including metadata, post content, and user-generated comments. This creates a surface for indirect prompt injection attacks where malicious instructions could be embedded in the subject's public content to influence the agent's behavior.
  • Ingestion points: As described in SKILL.md and reference/analytic-checklist.md, the agent is instructed to collect account metadata (IDs, bio text), network data (follower lists, mentions), and post content (text, timestamps, image metadata).
  • Boundary markers: The provided instructions do not include specific delimiters or guidance for the agent to isolate ingested data from its own instructional context.
  • Capability inventory: The skill references several tools that process the collected data, such as geolocate-from-pixels, secrets-in-file-metadata, read-deleted-pages, and graph-the-network.
  • Sanitization: No explicit procedures for sanitizing or validating external content are defined before the data is analyzed or passed to other tools.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 3, 2026, 08:31 PM
Security Audit — agent-trust-hub — pattern-of-life-from-socials