skills/vivswan/skills/natural-writing/Gen Agent Trust Hub

natural-writing

Fail

Audited by Gen Agent Trust Hub on Oct 17, 2026

Risk Level: HIGHINDIRECT_PROMPT_INJECTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to fetch live content from a Wikipedia page ("en.wikipedia.org") and treat it as an authoritative source of truth for its writing and auditing rules. Since Wikipedia is a community-edited platform, an attacker could modify the page to include malicious instructions that the agent might ingest and follow when performing its tasks.
  • Ingestion points: SKILL.md (Source of Truth section) instructs the agent to fetch raw wikitext from "https://en.wikipedia.org/w/index.php?title=Wikipedia:Signs_of_AI_writing&action=raw".
  • Boundary markers: No explicit markers or "ignore embedded instructions" warnings are used when fetching the live Wikipedia content.
  • Capability inventory: The skill has access to shell commands like curl and grep, and it has the capability to read and write files to maintain its local snapshot of the guidelines.
  • Sanitization: There is no evidence of sanitization or validation of the remote content before it is processed by the agent.
  • [EXTERNAL_DOWNLOADS]: The skill uses curl to fetch data from Wikipedia's API and raw wikitext interface to update its internal snapshots and perform thorough audits.
  • [COMMAND_EXECUTION]: The skill utilizes shell commands for its core workflow. It uses curl for remote data retrieval and grep with complex regular expressions to perform mechanical self-reviews on text drafts to detect AI-generated artifacts.
Recommendations
  • HIGH: Downloads and executes remote code from: https://en.wikipedia.org/w/index.php?title=Wikipedia:Signs_of_AI_writing&action=raw - DO NOT USE without thorough review
Audit Metadata
Risk Level
HIGH
Analyzed
Oct 17, 2026, 10:41 PM