reddit-market-research

Pass

Audited by Gen Agent Trust Hub on Jun 23, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill fetches data from arctic-shift.photon-reddit.com, which is a well-known community successor to the Pushshift Reddit archive used widely for research and data science.
  • [COMMAND_EXECUTION]: The skill executes a bundled Python script (scripts/arctic.py) to perform API queries and data ranking. The script uses only Python's standard library (e.g., urllib, json), avoiding external package dependencies and associated supply chain risks.
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection because it processes untrusted data from Reddit comments. However, the instructions in SKILL.md and references/output-template.md mitigate this by requiring the agent to perform evidence-bound extraction of specific market insights rather than executing instructions found within the data.
  • Ingestion points: Processed Reddit comment bundles in _bundles/*.json (loaded in SKILL.md).
  • Boundary markers: The agent is directed to use specific structured markdown templates defined in references/output-template.md for all outputs.
  • Capability inventory: The skill allows reading fetched bundles and writing research reports to the local file system.
  • Sanitization: The arctic.py script performs aggressive truncation and filtering of raw Reddit data before the agent processes it, reducing the likelihood of successful injection payloads.
Audit Metadata
Risk Level
SAFE
Analyzed
Jun 23, 2026, 07:35 PM
Security Audit — agent-trust-hub — reddit-market-research