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-cdpcommand, 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) usingnpxor 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-cdpand 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
.mdfiles) 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