Connect ContextNest to Claude — Your nest is a governed, cited knowledge graph. This page shows how to connect it to Claude on every surface, and — just as important — how to prove the…
What is PromptOwl? — PromptOwl is an enterprise-grade platform for building, testing, and deploying AI agents. Go beyond simple prompts to create context-engineered AI…
Agent Framework Connectors — Connectors are Apache-2.0, arm's-length outbound clients that let agent frameworks read governed context from a hosted Community Nest over its public REST…
Supported Agent Frameworks — ContextNest ships connector packages for eight agent frameworks. Every package is an outbound, retrieval-only client that reads approved context from a…
Enterprise Guides — Comprehensive guides for enterprise administrators and users managing AI prompt workflows on the PromptOwl platform.
Adding & Managing Users — This guide explains how enterprise administrators can add, manage, and organize users within your PromptOwl organization.
Adding & Organizing Documents — This guide explains how to upload, organize, and manage documents in PromptOwl's Data Room for use with your AI prompts.
Analytics Dashboard — This guide explains how to use the Analytics Dashboard in PromptOwl to create custom visualizations, track metrics, and gain insights from your AI…
API Keys & Model Config — This guide explains how to configure AI model providers, manage API keys, and customize model settings in PromptOwl.
API Publishing and Embedding — This guide explains how to publish prompts as APIs, generate API keys, embed chatbots in external applications, and integrate PromptOwl with your systems.
Artifacts & Saved Responses — This guide explains how to create, manage, and use artifacts in PromptOwl's Data Room, including saving AI responses for future reference.
Conversations & Chat History — This guide explains how to manage conversations in PromptOwl, including chat history, memory settings, sharing, and feedback.
Editing & Maintaining Prompts — This guide explains how to create, edit, version, and maintain prompts in PromptOwl for enterprise users.
Enterprise Setup & White-Label — A self-hosted ContextNest Community server can be run as your organization's own governed knowledge surface: your sign-in, your domain, your logo, and…
Monitoring & Evaluation — This guide explains how to monitor your agents' performance in PromptOwl, collect and analyze feedback, run systematic evaluations, and use AI to…
PromptOwl Troubleshooting Guide — This guide helps you diagnose and resolve common issues in PromptOwl. Find your problem below and follow the recommended solutions.
Reviewing & Managing Annotations — This guide explains how to collect user feedback through annotations and use that feedback to improve your AI prompts in PromptOwl.
Security & Compliance — This guide explains the security features, data protection measures, and compliance capabilities built into PromptOwl for enterprise users.
Sharing & Collaboration — This guide explains how to share prompts, artifacts, and conversations with team members and collaborate effectively in PromptOwl.
Tool Integration & MCP — This guide explains how to configure and use AI tools in PromptOwl, including built-in tools and external MCP (Model Context Protocol) servers.
Understanding Agents & RAG — This comprehensive guide explains how to build AI agents in PromptOwl, including the different agent types, how knowledge retrieval (RAG) works, version…
Variables & Dynamic Content — This guide explains how to use variables in PromptOwl to create dynamic, reusable prompts that adapt to different contexts and inputs.
Folders in a Hosted Nest — Folders give a hosted nest a nested, hierarchical structure. You can organize documents into folders at any depth, list a folder tree with per-folder…
Governance & Stewardship — Governance is how a nest keeps its AI-readable surface trustworthy. Every document moves through a review lifecycle, and only approved content is ever…
Hosted Nest — A local vault is a folder of markdown files on your disk. A hosted nest is that same markdown vault, running on a ContextNest Community server — which…
Connect an Agent (MCP) — A hosted nest speaks the Model Context Protocol (MCP), so any MCP-capable AI agent — Claude Desktop, Claude Code, Cursor, and others — can connect and…
Nest Plugins — A plugin connects an outside source to a nest — a Google Drive folder, a GitHub repository, call transcripts, a mailbox, your own systems — and does three…
Building a Plugin — A Nest Plugin is a small package written against @promptowl/contextnest-plugin-sdk — an Apache-2.0 package of types and schemas with no dependency on the…
Google Drive Plugin — Bring a Google Drive folder into a nest — Google Docs as markdown, Sheets as tables, text files verbatim — and search Drive live from the nest. Two ways…
Publishing a Nest — Publishing makes a nest readable — to people, to agents, and to external systems that mirror it. You control read access with a public/private visibility…
Build an AI Support Chatbot — Build a production-ready AI customer support chatbot that answers questions from your documentation, handles common inquiries, and escalates when needed…
Choosing Your AI Model — One of PromptOwl's key advantages is multi-LLM support. But with five providers and dozens of models, how do you choose? This guide helps you pick the…
Prompt Engineering Best Practices — Master the art of writing effective prompts that produce consistent, high-quality AI responses. This guide covers techniques used by AI engineers to build…
Workflows (Beta) — Workflows add a governed, replayable execution plane — codenamed "turing" — on top of a nest's node graph. Runs are deterministic walks over a typed-edge…