reader-panel

Pass

Audited by Gen Agent Trust Hub on Oct 3, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process user-provided fiction chapters and story metadata to generate persona-based feedback. This content is inherently untrusted and could contain instructions intended to override the agent's behavior or the specific persona constraints.
  • Ingestion points: The agent reads story.md, individual chapter files, and the output generated by the story context command.
  • Boundary markers: The workflow utilizes subagents to isolate personas from each other and uses the story context command to limit the background information provided to the persona, which provides some structural isolation.
  • Capability inventory: The skill can execute shell commands via the story CLI, write feedback files to the local filesystem, and spawn subagents.
  • Sanitization: There is no evidence of explicit sanitization or filtering of the prose content to detect or neutralize embedded instructions before it is processed by the AI personas.
  • [COMMAND_EXECUTION]: The skill workflow relies on the execution of several shell commands through a local CLI tool (story). These commands include parameters derived from the user's project state, such as chapter ranges and round numbers.
  • Evidence: The skill calls story build . --format html --stamp panel-round-{N}, story context chapter-{NN} --path ., story reindex ., story links ., and story validate .. While these are domain-specific project management commands, they represent a standard surface for command execution within the agent's environment.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 3, 2026, 09:19 AM
Security Audit — agent-trust-hub — reader-panel