harness
Fail
Audited by Gen Agent Trust Hub on Sep 8, 2026
Risk Level: HIGHPERSISTENCEDATA_EXFILTRATIONINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
- [PERSISTENCE]: The skill instructs the agent to modify global, user-level instruction and configuration files for multiple platforms, including
~/.claude/CLAUDE.md,~/.cursor/rules/pstack-models.mdc,~/.config/goose/.goosehints,~/.config/amp/AGENTS.md, and others. By adding persistent instructions to these files, the skill ensures its logic and model mappings are loaded in every future agent session, establishing long-term persistence within the agent's environment. - [DATA_EXPOSURE]: The skill defines operations to locate and read agent session transcripts, event logs, and interaction databases across various harnesses (e.g.,
~/.claude/projects/,~/.copilot/session-state/,sessions.db,crush.db). These files contain history of previous interactions, which may include sensitive information, code, or credentials discussed in other sessions. - [INDIRECT_PROMPT_INJECTION]: The skill ingests session transcripts through the
find-transcriptsoperation. These transcripts contain data from previous turns and potentially external sources. The skill lacks instructions for sanitizing or delimiting this ingested content, creating a vulnerability where instructions embedded in previous interaction data could influence the agent's current or future actions. - [COMMAND_EXECUTION]: The skill mapping includes instructions for shell execution and plugin installation across different environments, such as
amp -ox "<prompt>",goose plugin install <git-url>, andln -sfn "$PWD"/skills/* ~/.agents/skills/. These provide a surface for executing system commands or installing external packages.
Recommendations
- AI detected serious security threats
Audit Metadata