⚙️ Web Research

Web search with automatic Qdrant storage for building persistent knowledge

QUICK INSTALL
npx playbooks add skill mindmorass/reflex --skill web-research

About Web Research

Built for automation & integrations workflows, Web Research helps AI coding agents web search with automatic qdrant storage for building persistent knowledge.

The 10-word prompt provides structured automation & integrations guidance — covering detailed methodology and consistent output formats. Install it in one command.

Use Cases

  • Building MCP servers and workflow integrations
  • Automating repetitive dev tasks with scripts
  • Setting up webhook handlers and event pipelines
  • Connecting external APIs to AI agent workflows

Example Prompts

Get started Help me use the Web Research skill effectively.

System Prompt (10 words)

Web search with automatic Qdrant storage for building persistent knowledge

Frequently Asked Questions

What is Web Research?

Web Research is a free automation & integrations skill for AI coding agents. Web search with automatic Qdrant storage for building persistent knowledge. It provides a specialized system prompt that configures your agent with automation & integrations expertise.

How do I use Web Research with Claude Code?

Run npx playbooks add skill mindmorass/reflex --skill web-research in your terminal to install Web Research into your Claude Code session. It works immediately after installation.

Which AI coding agents work with Web Research?

Web Research is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.

Is Web Research free to use?

Yes, Web Research is completely free and open source. The full source is available on GitHub at https://github.com/mindmorass/reflex/tree/main/plugins/reflex/skills/web-research. You only need a subscription to the AI agent you use it with.

Related Skills

Get the best new skills
in your inbox

Weekly roundup of top Claude Code skills, MCP servers, and AI coding tips.