talk-pipeline

Pass

Audited by Gen Agent Trust Hub on Mar 23, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill is a legitimate orchestrator for content preparation. It identifies clear inputs, stages, and outputs consistent with its stated purpose. Analysis of the instructions reveals no attempts at prompt injection, obfuscation, or persistence.\n- [DATA_EXPOSURE]: The skill requests access to local source materials (source_path) and git repositories (repo_path). This data access is essential for the primary functionality of summarizing content and performing 'git archaeology' for technical talks. No exfiltration patterns or unauthorized data access were found.\n- [INDIRECT_PROMPT_INJECTION]: The skill processes external data from local files and git history, which represents a potential attack surface for indirect prompt injection. However, this processing is the intended purpose of the tool, and the workflow includes a checkpoint requiring human confirmation before final script generation.\n
  • Ingestion points: source_path, repo_path (SKILL.md)\n
  • Boundary markers: Absent\n
  • Capability inventory: Read and Write tools used to process materials and save outputs (SKILL.md)\n
  • Sanitization: Not explicitly specified in the orchestration logic.\n- [COMMAND_EXECUTION]: The skill uses user-provided variables (slug, date) to construct file paths for writing outputs. This pattern is standard for the skill's directory management and does not include execution of arbitrary shell commands.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 23, 2026, 11:04 PM