The Agent Skills Directory

[COMMAND_EXECUTION]: The skill instructs the agent to run Python scripts that are not included in the provided file package: scripts/generate_schematic.py and skills/scientific-slides/scripts/pdf_to_images.py. This creates a dependency on unverifiable code and external logic that is not part of the analyzed skill set.
[COMMAND_EXECUTION]: A command injection vulnerability exists in the schematic generation workflow. The instructions direct the agent to pass natural language descriptions directly as command-line arguments to a Python script: python scripts/generate_schematic.py "your diagram description". If this description is derived from untrusted input or contains shell metacharacters, it could lead to arbitrary command execution via the Bash tool.
[PROMPT_INJECTION]: The skill exhibits a significant surface for indirect prompt injection because it is designed to ingest and analyze untrusted external documents.
Ingestion points: Manuscript files (Stages 1-7) and presentation.pdf (Presentation review workflow).
Boundary markers: Absent. There are no instructions to use delimiters or warnings to ignore embedded commands within the analyzed documents.
Capability inventory: The agent has access to highly privileged tools including Bash, Read, Write, and Edit, as well as the ability to execute Python scripts.
Sanitization: Absent. No filtering, validation, or sanitization of document content is performed before the agent processes it for feedback generation.

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