YOUR AI CONTEXT.
ONE URL AWAY.
Knowledge files for AI models — served as raw markdown, instantly shareable.
Agent Browser
/knowledge/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task.
Embeddings
/knowledge/embeddings
Generate text embeddings for semantic search, retrieval, and RAG.
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/knowledge/mobile-responsiveness
name: mobile-responsiveness
OpenTestAI
/knowledge/opentestai
Open-source automated bug detection, persona feedback, and test case generation using 33+ specialized AI testing agent profiles.
Qwen3-VL & 3.5 Coordinate System
/knowledge/qwen3-coordinate-system
Relative coordinate system for bounding box outputs in Qwen3-VL and Qwen3.5, normalized to a 0-1000 range.
Spark Design System
/knowledge/spark-design-system
API reference for the Spark Design System (@agentscope-ai/design) component library, built on top of Ant Design (antd). Covers all available UI components with their props, types, methods, and usage patterns. Use when building or modifying UI with Spark Design components.
Streaming
/knowledge/streaming
Stream text as it is produced by the model via REST API or SDKs.
Structured Outputs
/knowledge/structured-outputs
Enforce a JSON schema on model responses for reliable structured data extraction.
Thinking
/knowledge/thinking
Access model reasoning traces via the thinking field for audit, UI display, or suppression.
Tool Calling
/knowledge/tool-calling
Allow models to invoke tools and incorporate their results into replies.
Vision
/knowledge/vision
Accept images alongside text for description, classification, and visual Q&A.
Web Search
/knowledge/web-search
Augment models with real-time web results to reduce hallucinations and improve accuracy.
Webapp Testing
/knowledge/webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
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HOW IT WORKS
BROWSE FILES
Find the right knowledge file from your registry.
COPY THE RAW URL
Every file has a clean /raw URL that serves plain text.
TELL YOUR AI TO FETCH IT
Paste the URL directly into any AI prompt or system instruction.