UitKit

Guidelines and instructions for Agent execution state rollback rules

Guidelines and instructions for Agent execution step counters limits

Guidelines and instructions for Agent execution timeout limits setups

Guidelines and instructions for Agent human-in-the-loop approvals hooks

Guidelines and instructions for Agent memory persistence store setups

Guidelines and instructions for Agent prompt templates dynamically injected

Guidelines and instructions for Agent self-correction loops retry logic

Guidelines and instructions for Agent task dependency DAG mappings

Guidelines and instructions for Agent tools definition schemas JSON

Guidelines and instructions for Agent trace logger logs tracking

Guidelines and instructions for Agentic workflow testing harnesses

Guidelines and instructions for Anthropic prompt caching header setups

Guidelines and instructions for Apache Spark SQL transformations

Guidelines and instructions for ChromaDB connection and collection rules

Guidelines and instructions for ChromaDB data directory setups

Guidelines and instructions for ChromaDB document metadata filters

Guidelines and instructions for Claude API system prompts layouts

Guidelines and instructions for Claude API temperature parameter configs

Guidelines and instructions for Claude Thinking mode parameter setups

Guidelines and instructions for CrewAI agent task definition loops

Guidelines and instructions for CrewAI agent tool execution wrappers

Guidelines and instructions for CrewAI agent verbose logging formats

Guidelines and instructions for CrewAI supervisor agent configs

Guidelines and instructions for Data cleansing missing values imputations

Guidelines and instructions for Data feature scaling normalization

Guidelines and instructions for Data sampling algorithms mapping

Guidelines and instructions for Data schema parquet writer configs

Guidelines and instructions for Embeddings model API vectors mappings

Guidelines and instructions for Embeddings vectors cosine similarity search

Guidelines and instructions for Few-shot prompt example formatting

Guidelines and instructions for LangChain PDF document loader setups

Guidelines and instructions for LangChain retreival chain definitions

Guidelines and instructions for LangChain text vector store integrations

Guidelines and instructions for LangGraph execution path routing conditional

Guidelines and instructions for LangGraph memory checkpointer database adapters

Guidelines and instructions for LangGraph state schema definitions

Guidelines and instructions for LangGraph workflow node mappings

Guidelines and instructions for LLM API call error wrapper checks

Guidelines and instructions for LLM API rate limit retry policies

Guidelines and instructions for LLM API usage tracking database layouts