pp-flow

Warn

Audited by Gen Agent Trust Hub on Sep 2, 2026

Risk Level: MEDIUMCREDENTIALS_UNSAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [DYNAMIC_EXECUTION]: The skill implements a 'self-capturing learning loop' that journalizes invocations and synthesizes 'Playbooks'. These playbooks contain command sequences with variable slot substitution (e.g., Playbook.steps) that the agent is instructed to replay. This system creates a dynamic execution environment where shell commands are assembled and executed based on persistent local state, which could be exploited if the learning store is compromised.
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest untrusted data to generate prompts for an AI generation pipeline.
  • Ingestion points: Processes recap_script.json and assets imported from Google Drive.
  • Boundary markers: The skill does not define specific delimiters or 'ignore' instructions for the data being drafted into prompts.
  • Capability inventory: The skill uses flow-pp-cli to perform file writes and trigger AI generations.
  • Sanitization: There is no evidence of sanitization or validation for the input script content before it is transformed into ready-to-approve prompts.
  • [CREDENTIALS_UNSAFE]: The 'Auth Setup' section provides detailed instructions for users to manually harvest sensitive Google Bearer tokens (ya29.*) and session cookies (__Secure-next-auth.session-token) from their browser's developer tools. While these are presented as necessary configuration steps, they involve handling and exposing high-value credentials that remain valid for approximately one hour.
  • [COMMAND_EXECUTION]: The skill requires the Read Bash tool to execute a wide variety of commands through the flow-pp-cli binary, including operations for file muxing, project management, and generation polling.
  • [EXTERNAL_DOWNLOADS]: The skill references installation of the flow-pp-cli and flow-pp-mcp tools via npx and go install from the vendor's GitHub repository. These are documented as prerequisites for the skill's functionality.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Sep 2, 2026, 06:31 PM
Security Audit — agent-trust-hub — pp-flow