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TwinMind SDK Patterns for AI Integration

twinmind-sdk-patterns

jeremylongshore/claude-code-plugins-plus-skills

This guide provides production-ready patterns for implementing the TwinMind AI memory and meeting intelligence REST API. It covers best practices for authentication, storing contextual memories, searching knowledge bases, and processing meeting transcripts to extract actionable insights. Use this when building robust, scalable AI-powered applications or standardizing team coding practices.

Isolated Git Worktrees

using-git-worktrees

sickn33/antigravity-awesome-skills

Configures and manages isolated Git worktrees by selecting safe directories, verifying ignore rules, running project setup, and validating a clean test baseline so teams can work on multiple branches without switching contexts.

Vast.ai Cloud SDK Best Practices

vastai-sdk-patterns

jeremylongshore/claude-code-plugins-plus-skills

A collection of production-ready Python patterns for interacting with the Vast.ai cloud API. This includes typed search query builders, context-managed instance lifecycle (guaranteeing auto-cleanup), offer scoring algorithms (cost, reliability, performance), robust retry mechanisms with backoff, and secure SSH command execution. Essential for building reliable, complex cloud workflow applications.

Vector CLI for Semantic File Search

sickn33/antigravity-awesome-skills

Vexor is a powerful command-line interface designed for advanced semantic search across local files. By utilizing vector embeddings and integrating with large language models (like Claude/Codex), it allows users to search files based on meaning and context, rather than just exact keywords. This is ideal for large codebases or document repositories where traditional keyword search methods are insufficient.

Advanced Windsurf Debugging Techniques

windsurf-advanced-troubleshooting

jeremylongshore/claude-code-plugins-plus-skills

This guide provides advanced, deep-dive debugging techniques for complex issues within the Windsurf integrated development environment. It addresses persistent problems such as context corruption in Cascade, indexing failures, extension conflicts, and deep configuration bugs that standard troubleshooting cannot resolve. Use this when the AI suggestions or IDE behavior is consistently incorrect or unstable.

Windsurf Workspace Architecture Variants

windsurf-architecture-variants

jeremylongshore/claude-code-plugins-plus-skills

This skill provides comprehensive guidance on selecting the optimal workspace architecture for Windsurf, adapting to various project scales. Whether managing small solo projects, large monorepos, or complex multi-service, polyglot systems, it outlines strategies for structuring file systems and configuring rules. The goal is to ensure that AI tools receive accurate and focused project context, maximizing developer efficiency.

Advanced Context Management For Codebases

windsurf-cascade-context

jeremylongshore/claude-code-plugins-plus-skills

This skill provides advanced context management for AI in large-scale, complex codebases. It optimizes context windows, ensures memory persistence across multiple sessions, and helps prioritize critical information. Use it when working with massive code repositories to maintain context and improve developer workflow.

Windsurf AI Project Onboarding Setup

windsurf-cascade-onboarding

jeremylongshore/claude-code-plugins-plus-skills

This skill facilitates the rapid and standardized onboarding of new projects onto the Windsurf platform. It optimizes the development environment by configuring the Cascade AI agent, establishing necessary project rules (.windsurfrules), setting team context defaults, and ensuring best practices for AI-assisted coding. Use this when initiating a new project or integrating a team to maximize AI efficiency.

Configure Windsurf Code Completion

windsurf-code-completion

jeremylongshore/claude-code-plugins-plus-skills

This skill enables the configuration and optimization of Windsurf's Supercomplete AI-powered code suggestions. Supercomplete provides intelligent, context-aware suggestions that significantly enhance developer productivity, going far beyond traditional autocomplete. Use this skill when setting up, customizing, or optimizing your code completion environment within the Windsurf IDE.

Windsurf: Automated Development Workflows

windsurf-core-workflow-b

jeremylongshore/claude-code-plugins-plus-skills

This workflow suite provides robust tools for automating complex, multi-step software development tasks. It allows users to define reusable workflows (like feature scaffolding, deployment pipelines, and quality checks) that are triggered via slash commands. By integrating persistent 'Memories', it maintains project context across sessions, significantly reducing repetitive prompting and standardizing development practices.

AI-Assisted Code Debugging and Analysis

windsurf-debugging-ai

jeremylongshore/claude-code-plugins-plus-skills

This skill enables AI-assisted debugging and comprehensive error analysis within the development environment. It utilizes Cascade to analyze complex error messages, stack traces, and surrounding code context to identify root causes. Use it when troubleshooting code or encountering runtime errors to receive detailed fix recommendations and prevention strategies.

Windsurf MCP Integration Manager

windsurf-mcp-integration

jeremylongshore/claude-code-plugins-plus-skills

This skill manages the integration of Model Context Protocol (MCP) servers with Windsurf, significantly extending its operational capabilities. It enables Windsurf to interact with external resources, including databases, file systems, APIs, and custom tools through a standardized protocol. Use this when configuring or utilizing advanced, external tool integrations within the Windsurf environment.

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