paperclip-ai-orchestration

Pass

Audited by Gen Agent Trust Hub on Sep 12, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill downloads project source code and dependencies from external repositories. This includes fetching the platform repository from GitHub and downloading the paperclipai package from the NPM registry.- [REMOTE_CODE_EXECUTION]: The onboarding process utilizes automated execution of remote code via npx paperclipai onboard --yes, which downloads and executes a package from the NPM registry without user confirmation.- [COMMAND_EXECUTION]: The skill provides numerous shell commands for environment setup and runtime operations, including pnpm install, pnpm dev, and pnpm db:migrate. The platform also explicitly supports a bash runtime for agents.- [INDIRECT_PROMPT_INJECTION]: The orchestration architecture creates an attack surface where malicious data could influence agent behavior. 1. Ingestion points: Untrusted data enters the agent context through task.title, task.description, and the instructions field returned by the /heartbeat API endpoint. 2. Boundary markers: The provided implementation patterns do not show the use of delimiters or warnings to ignore embedded instructions in task data. 3. Capability inventory: The skill documentation describes agents with access to a bash runtime, http bot capabilities, and the ability to post tool call outputs back to the platform. 4. Sanitization: There is no evidence of input validation, escaping, or filtering of the external task content before it is processed by the agent runtime.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 12, 2026, 08:36 PM
Security Audit — agent-trust-hub — paperclip-ai-orchestration