Skill audit report
Deploy and operate production agent servers with LangSmith Deployment. Use when work involves choosing Cloud vs Hybrid/Self-hosted-with-control-plane vs Standalone, preparing/validating langgraph.json, creating deployments or revisions, rolling back revisions, wiring CI/CD to control-plane APIs, configuring environment variables and secrets, setting monitoring/alerts/webhooks, or troubleshooting deployment/runtime/scaling issues for LangChain/LangGraph applications.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
106 GitHub stars
Stars/forks activity
WARN57
106 stars, 15 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
FAIL36
command execution surface, credential or environment access
Install availability
PASS92
npx skills add soba-labs/langchain-agent-skills --skill langsmith-deployment
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL22
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/soba-labs/langchain-agent-skills/tree/main/skills/langsmith-deployment
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add soba-labs/langchain-agent-skills --skill langsmith-deployment
Repository
88
https://github.com/soba-labs/langchain-agent-skills/tree/main/skills/langsmith-deployment
License
86
MIT
Maintenance
88
1mo since push
AI review
55
The full content of the deployment scripts (validate_deployment.py, deploy_to_langsmith.py, rollback_deployment.py, setup_monitoring.py) is not provided in the excerpt, so their internal security practices (e.g., input validation, error handling, secret handling) cannot be fully verified. However, the documented usage and templates follow secure patterns.
README/SKILL.md completeness
86
Usable description available
Dependency risk
36
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
22
secrets or environment access, shell or command execution
Stars/forks activity
57
106 stars, 15 forks; issue activity unavailable in current metadata
Adoption
68
106 GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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