windsurf-ide-integration — community windsurf-ide-integration, advanced-memory-mcp, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Ideal for AI Agents like Claude, Windsurf, and AutoGPT needing comprehensive knowledge management and integration with Zettelkasten systems Zettelkasten knowledge management MCP server for Claude Desktop with knowledge graphs, imoort/export tools, and Claude Skills integration"

sandraschi sandraschi
[0]
[0]
Updated: 3/5/2026

Agent Capability Analysis

The windsurf-ide-integration skill by sandraschi is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Ideal for AI Agents like Claude, Windsurf, and AutoGPT needing comprehensive knowledge management and integration with Zettelkasten systems

Core Value

Empowers agents to leverage knowledge graphs, import/export tools, and seamless integration with Claude Skills, enhancing their research capabilities with dated sources and resolving known gaps through modules like research-checklist.md and known-gaps.md

↓ Capabilities Granted for windsurf-ide-integration

Integrating Zettelkasten knowledge management into Claude Desktop
Automating knowledge graph updates with import/export tools
Validating and resolving outstanding items in known-gaps.md before trusting core guidance

! Prerequisites & Limits

  • Requires Claude Desktop environment
  • Dependent on modules like research-checklist.md and known-gaps.md for comprehensive functionality
Labs Demo

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Boot Container Sandbox

windsurf-ide-integration

Install windsurf-ide-integration, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command...

SKILL.md
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WindSurf IDE Skills Integration

Status: ✅ Ready for use Last validated: 2026-01-15 Confidence: 🟢 High — Comprehensive IDE integration guide

How to use this skill

  1. Start with modules/research-checklist.md and capture dated sources.
  2. Review modules/known-gaps.md and resolve outstanding items before trusting the core guidance.
  3. Load topic-specific modules from _toc.md only after validation passes.
  4. Update the status banner above whenever research completes or confidence improves.

Module overview

Research status

  • Category: technical
  • Fresh research pending (conversion captured on 2026-01-15).
  • Maintain a dated source log inside modules/research-checklist.md.
  • Do not rely on this skill until confidence is upgraded to Medium or High.

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is windsurf-ide-integration?

Ideal for AI Agents like Claude, Windsurf, and AutoGPT needing comprehensive knowledge management and integration with Zettelkasten systems Zettelkasten knowledge management MCP server for Claude Desktop with knowledge graphs, imoort/export tools, and Claude Skills integration"

How do I install windsurf-ide-integration?

Run the command: npx killer-skills add sandraschi/advanced-memory-mcp. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for windsurf-ide-integration?

Key use cases include: Integrating Zettelkasten knowledge management into Claude Desktop, Automating knowledge graph updates with import/export tools, Validating and resolving outstanding items in known-gaps.md before trusting core guidance.

Which IDEs are compatible with windsurf-ide-integration?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for windsurf-ide-integration?

Requires Claude Desktop environment. Dependent on modules like research-checklist.md and known-gaps.md for comprehensive functionality.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add sandraschi/advanced-memory-mcp. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use windsurf-ide-integration immediately in the current project.

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