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.pyscript and thesynthesis-content-qualitymethodology 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.runto execute shell commands, which is a powerful capability that requires caution. - Evidence in
tests/generate_no_removals_baseline.py: Employssubprocess.runto executegitcommands (git ls-tree,git show) on a specified repository path. - Evidence in
tests/test_corpus_repetition.py: Employssubprocess.runto execute thecorpus_repetition.pyscript within its test suite.
Audit Metadata