niuma-help

No explicit malicious code is present in this specification, but the design enables high-impact data-exfiltration and privacy risks: autonomous AI agents with broad read and mutate privileges combined with support for arbitrary outbound webhooks can leak sensitive project content if webhook endpoints are attacker-controlled or if the agent is compromised. Recommended mitigations: enforce least-privilege for AI tools (per-project allowlists and file-scoped permissions), require verification/allowlist for webhook endpoints, implement content redaction and explicit user approvals before exporting file contents, add admin-visible audit logs and rate limits for automated executions, and add safe-handling prompts or file-type restrictions for 'open in system application'.