gtm
Warn
Audited by Gen Agent Trust Hub on Jun 19, 2026
Risk Level: MEDIUMDATA_EXFILTRATIONCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [DATA_EXFILTRATION]: The skill collects and stores lead data in a 'handoff event' log located at
<repo-root>/.workspace/events/YYYY-MM.jsonl. While intended for inter-agent communication, these files contain potential PII (e.g.,user_id, signup methods) stored in plain-text JSONL. Because the skill does not automatically add this directory to.gitignore(unlike its secrets management), there is a risk that sensitive lead data could be committed to version control or otherwise exposed. - [COMMAND_EXECUTION]: In its 'P3 — Autonomous-with-escalation' mode, the skill is granted the capability to autonomously post to social media channels and spend advertising budgets within configured caps. While this mode is gated behind a 'trust ramp' requiring prior human oversight, it represents a high-impact capability where a logic error or malicious input could result in financial loss or reputational damage.
- [PROMPT_INJECTION]: The skill is vulnerable to Indirect Prompt Injection (Category 8) due to its core functionality of ingesting external startup artifacts to drive content generation.
- Ingestion points: The skill automatically detects and reads
validation-canvas.md,DESIGN.md, and pitch-deck artifacts (deck.html) to extract ICPs, messaging, and brand voice (Phase 0.3). - Boundary markers: The prompt templates used for content generation (documented in
references/marketing-fallback.md) interpolate data from these artifacts directly into instructions without the use of delimiters (e.g., XML tags) or specific 'ignore' instructions for embedded content. - Capability inventory: The skill possesses significant capabilities, including filesystem writes across the workspace and the ability to dispatch tasks to external plugins or MCPs for network operations (Discord, social platforms, analytics APIs).
- Sanitization: There is no evidence of sanitization or validation performed on the content retrieved from the ingested artifacts before it is used to influence the agent's output.
- [EXTERNAL_DOWNLOADS]: The skill integrates with multiple third-party metrics services including PostHog, Plausible, GA4, Mixpanel, and Amplitude. It manages these connections using API keys stored in a gitignored
secrets.local.yamlfile. While these are well-known services and the skill follows best practices for secret storage, the reliance on external metrics APIs constitutes a remote data dependency.
Audit Metadata