Analytics & Monitoring Agent Skills for VS Code

Implement LangChain RAG pipelines with document loaders, text splitters, embeddings, and vector stores (Chroma, Pinecone, FAISS).

Build a correct LangGraph 1.0 ReAct agent with create_react_agent — typed tools, error propagation, recursion caps, and stop conditions…

Build a correct LangGraph 1.0 StateGraph \u2014 typed TypedDict state\

Set up comprehensive observability for LangChain applications

Wire LangChain 1.0 / LangGraph 1.0 traces into an OpenTelemetry-native

Tune LangChain 1.0 / LangGraph 1.0 Python chains and agents for throughput,\n\

Implement LangChain rate limiting and backoff strategies.

Integrates Langfuse observability into coding workflows by tracking key development lifecycle events like generation, testing, and…

Diagnose and fix common Langfuse errors and exceptions.

Execute Langfuse secondary workflow: Evaluation, scoring, and datasets.

Interact with Langfuse and access its documentation.

Set up Langfuse local development workflow with hot reload and debugging.

Configure Langfuse webhooks for prompt change notifications and event-driven

Laravel AI SDK for building AI-powered features.

Comprehensive debugging toolkit for Lindy AI agents.

Trace relationships between semantic models and downstream reports across Fabric workspaces.

Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification.

Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.

Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.

Azure Monitor OpenTelemetry Distro for Python.

Azure Monitor OpenTelemetry Exporter for Python.