The Agent Skills Directory

[DYNAMIC_CONTEXT_INJECTION]: The skill utilizes the dynamic context injection syntax to execute shell commands when the skill is loaded by the agent environment.
Evidence: !cat .ai_state/project.json 2>/dev/null | head -5 and !head -5 .ai_state/design.md 2>/dev/null in SKILL.md.
These commands are used to provide the AI agent with immediate context regarding the project's current status. The operations are limited to reading the first few lines of project-specific state files and do not involve sensitive system directories or network activity.
[COMMAND_EXECUTION]: Shell commands (cat, head, grep) are used to interact with local files within the project repository.
The cat and head commands are triggered automatically during context injection, while grep is suggested for technical research. These are standard operations for development-oriented agents and are constrained to the project's working directory.
[PROMPT_INJECTION]: The skill processes user-provided requirements and incorporates them into project documentation, creating an indirect prompt injection surface.
Ingestion points: User requirements are refined and written to .ai_state/design.md in the 'R₀ 需求精炼' section.
Boundary markers: The skill does not explicitly define delimiters for untrusted user input within the design documents.
Capability inventory: The skill utilizes file system access (read/write), local search (grep), and project state management tools.
Sanitization: No explicit sanitization or instruction filtering is described for the ingestion of user requirements.
Risk Assessment: This represents a standard attack surface for agents that process user instructions; however, the behavior is integral to the skill's primary purpose of requirement analysis.

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