synthesis-content-quality

Pass

Audited by Gen Agent Trust Hub on Sep 20, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill's primary function is to audit untrusted third-party content, such as articles and social media posts. This creates a surface for indirect prompt injection, where malicious instructions embedded in the analyzed text could attempt to override the agent's audit instructions or trick it into providing a specific verdict. The skill mitigates this through explicit warnings and a structured evaluation process, such as the 'four-axis inference boundary' and the directive that 'Authorship not established from prose cues', but the ingestion of untrusted data remains an inherent risk.
  • Evidence of ingestion points: The scripts/corpus_repetition.py script and the synthesis-content-quality methodology ingest and process external Markdown files.
  • Evidence of capability inventory: The skill uses Python scripts to perform word-frequency analysis and repetition detection, providing a processing surface for untrusted strings.
  • [COMMAND_EXECUTION]: The skill includes utility and test scripts that utilize subprocess.run to execute shell commands, which is a powerful capability that requires caution.
  • Evidence in tests/generate_no_removals_baseline.py: Employs subprocess.run to execute git commands (git ls-tree, git show) on a specified repository path.
  • Evidence in tests/test_corpus_repetition.py: Employs subprocess.run to execute the corpus_repetition.py script within its test suite.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 20, 2026, 01:05 PM