oh-story-claudecode-writing

Fail

Audited by Gen Agent Trust Hub on Apr 29, 2026

Risk Level: HIGHCOMMAND_EXECUTIONDATA_EXFILTRATIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill provides several bash scripts (init_novel.sh, deslop_batch.sh, wordcount.sh) intended for local execution to manage file structures and automate tasks. It also requires users to launch their browser with a remote debugging port (9222) enabled, which exposes the local browser process to external control via the agent.
  • [DATA_EXFILTRATION]: Through the /browser-cdp command, the skill accesses and scrapes data from active, authenticated browser sessions. This creates a high-risk vector where sensitive session tokens, cookies, and private user data from web novel platforms can be accessed or exfiltrated if the agent interacts with a browser running the CDP protocol.
  • [EXTERNAL_DOWNLOADS]: The installation instructions direct users to download and execute code from an untrusted GitHub repository (worldwonderer/oh-story-claudecode) using npx or direct repo ingestion, which can lead to the execution of unverified remote code on the user's system.
  • [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection (Category 8) because it is designed to ingest and process large amounts of external, attacker-controllable data from the web (scraped rankings) and provided novel text while possessing filesystem write capabilities.
  • Ingestion points: External web content scraped via /browser-cdp and novel chapters processed by /story-long-analyze.
  • Boundary markers: Absent; there are no specific markers or instructions provided to the agent to treat novel content as untrusted data.
  • Capability inventory: The agent has extensive file system write access (creating/modifying .md files) and the ability to execute provided shell scripts.
  • Sanitization: No sanitization or validation of the processed novel text or scraped HTML is mentioned or implemented in the instructions.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Apr 29, 2026, 06:05 AM