paper-positioning-planner
Pass
Audited by Gen Agent Trust Hub on May 5, 2026
Risk Level: SAFEPROMPT_INJECTION
Full Analysis
- [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection due to the processing of external user content.
- Ingestion points: The skill recovers project state by reading user-supplied paper drafts, project ideas, literature maps, and reviewer simulation outcomes as defined in Step 1 of
SKILL.md. - Boundary markers: There are no explicit instructions or delimiters used to isolate user-supplied content from the agent's core instructions, nor are there warnings to ignore embedded instructions within processed data.
- Capability inventory: The skill is configured with powerful tools including
Bash,Write,Edit, andWebFetch, which could be exploited if malicious instructions are embedded in a paper draft. - Sanitization: No evidence of sanitization, escaping, or validation of external research content is present in the instruction set.
- [COMMAND_EXECUTION]: The skill configuration allows access to the
Bashtool. While the provided instructions do not currently utilize any shell commands, the presence of the tool increases the potential impact of a successful prompt injection attack. - [EXTERNAL_DOWNLOADS]: The skill instructions in
references/audience-venue-fit.mdandSKILL.mdsuggest usingWebSearchandWebFetchto verify current venue expectations via OpenReview or conference proceedings. This is a legitimate function for the skill's purpose and targets well-known academic services.
Audit Metadata