inkos-multi-agent-novel-writing

Pass

Audited by Gen Agent Trust Hub on Mar 17, 2026

Risk Level: SAFEPROMPT_INJECTIONDATA_EXFILTRATIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [PROMPT_INJECTION]: The skill processes user-defined markdown files such as outline.md, book_rules.md, and reference.txt to provide context and specific instructions to its LLM agents (Architect, Writer, and Auditor). This creates a surface for indirect prompt injection where malicious instructions within these files could manipulate agent behavior or attempt to bypass intended constraints.
  • Ingestion points: outline.md, book_rules.md, and reference.txt (SKILL.md).
  • Boundary markers: Absent in documentation; user-provided "Special Writer Instructions" are interpolated into the prompt logic (SKILL.md).
  • Capability inventory: Local file system access for project management, network access for LLM APIs, and external webhook triggers (SKILL.md).
  • Sanitization: No sanitization or safety validation of the input markdown content is described (SKILL.md).
  • [DATA_EXFILTRATION]: The skill manages sensitive API keys for OpenAI and GPTZero within a local configuration file (~/.inkos/config.json). It also features a webhook mechanism designed to send project events to an external URL, which could potentially be used for data exfiltration if the agent's behavior is manipulated via prompt injection.
  • [EXTERNAL_DOWNLOADS]: The installation process involves downloading the @actalk/inkos package from the NPM registry, which is a standard distribution method for Node.js-based tools.
  • [COMMAND_EXECUTION]: The skill operates as a CLI application providing various commands for project lifecycle management and includes a daemon mode for continuous background operations and task scheduling.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 17, 2026, 03:56 AM