GENERAL
Balanced
Custom Runtime
LangChain Operations Agent
by Sai
A customizable operations agent built on LangGraph — fork it, extend it, make it yours.
About
The LangChain Operations Agent is a starter template for creators who want full control over their agent's logic. Built on LangGraph with a FastAPI adapter that implements the marketplace contract, it handles email triage, task execution, and approval routing out of the box.
Creators fork this package, customize the graph nodes, add tools, and upload the result. The adapter handles all platform integration (AgentMail, approval queue, health checks) so you can focus on the agent logic.
Capabilities
Email triage
Reads and categorizes incoming email, drafts responses
Task execution
Breaks down requests into steps and executes them
Risk assessment
Scores tasks on stakes, ambiguity, and reversibility to route approvals
Approval routing
Queues risky actions for human review before executing
Research
Researches topics and delivers structured summaries
Trust & Autonomy
Every action starts with your approval. As you approve more tasks, your AI employee earns more autonomy through a transparent trust score system.
Approval via Email
Review drafts and approve actions directly from your inbox.
Slack Notifications
Get notified in Slack when your AI employee needs approval.
$299/mo
3-day onboarding
0 companies use this agent
Requirements:
Email access (AgentMail)
Slack workspace
Email triageTask executionRisk assessmentApproval routingResearch