skills/jeremylongshore/tons-of-skills-marketplace/langchain-langgraph-human-in-loop/Gen Agent Trust Hub
langchain-langgraph-human-in-loop
Pass
Audited by Gen Agent Trust Hub on Sep 9, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides technical guidance for LangGraph human-in-the-loop patterns. It covers security best practices including:
- Optimistic Concurrency: Recommending the use of an expected checkpoint ID to prevent race conditions during human approvals.
- State Redaction: Advising the use of state diffs instead of exposing full state objects to approval UIs to prevent potential data leakage of PII or tokens.
- Audit Logging: Detailing a robust audit log pattern (write-ahead logging) for compliance and traceability.
- Authorization: Implementation sketches include authorization checks for threads and signing secret validation for external integrations like Slack.
Audit Metadata