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Recommendation System Builder

building-recommendation-systems

jeremylongshore/claude-code-plugins-plus-skills

Generates Python code and workflows for collaborative, content-based, or hybrid recommendation models, handling data prep, training, evaluation, and scalability so Claude can deliver tailored suggestions across domains.

Context Management for AI Coding

cursor-context-management

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to optimizing context window usage within AI coding environments like Cursor. Learn how to strategically use @-mentions, manage context pills, and leverage different context sources (codebase, documentation, web) to prevent context overflow and ensure the AI generates highly accurate, relevant, and context-aware code suggestions and answers for complex development tasks.

Systematic Debugging for AI Coding Assistance

cursor-debug-bundle

jeremylongshore/claude-code-plugins-plus-skills

This bundle provides a comprehensive framework for diagnosing and fixing common issues when AI code generation is incorrect within Cursor. It systematically covers the root causes of poor suggestions, including context mismanagement (missing, wrong, or overflowing context), model hallucinations, and ambiguous prompting. Use this guide to improve the accuracy and reliability of AI-assisted coding workflows.

AI Tab Completion for Coding Assistance

cursor-tab-completion

jeremylongshore/claude-code-plugins-plus-skills

Master Cursor's AI-powered Tab completion system, generating instant, context-aware 'ghost text' suggestions. This tool predicts the next code lines based on the current file, open tabs, and even comments, allowing developers to accept or modify suggestions with minimal effort. It is designed to significantly boost coding speed and maintain coding consistency.

n8n Validation Guide

n8n-validation-expert

czlonkowski/n8n-skills

Walks through n8n validation feedback, from errors to warnings and suggestions, and explains profiles and loops so you can interpret results, fix config mistakes, and deploy reliably.

Outlook Calendar Automation

outlook-calendar-automation

davepoon/buildwithclaude

Automates Outlook Calendar operations via Rube MCP's Composio Outlook toolkit, guiding event creation, search, updates, deletions, invitations, and meeting time suggestions after discovering the latest tool schemas.

Smart Context Compaction Suggestion

strategic-compact

affaan-m/everything-claude-code

This tool suggests manual context compaction at logical breakpoints in your workflow, rather than relying on arbitrary automatic triggers. It helps preserve critical context by allowing the user to explicitly clear or summarize information after major tasks, planning stages, or milestones, ensuring continuity across complex, multi-step operations.

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.

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.

Troubleshooting Common Windsurf IDE Errors

windsurf-common-errors

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide to diagnosing and resolving common errors within the Windsurf Integrated Development Environment (IDE). Covers critical issues such as Cascade panel failures, Supercomplete suggestion glitches, indexing slowdowns, and extension conflicts, helping users maintain an optimal coding workflow.

AI Assisted Terminal Command Helper

windsurf-terminal-ai

jeremylongshore/claude-code-plugins-plus-skills

This skill provides AI-powered assistance for advanced terminal operations within development environments. It helps users execute complex commands, suggests completions, explains cryptic error messages, and generates optimized shell scripts. Use it when you need advanced shell scripting help, command suggestions, or debugging support in your command-line interface (CLI) workflow.

Claude System Performance Monitor

sickn33/antigravity-awesome-skills

This skill monitors the performance of Claude Code and the local operating system. It diagnoses slowdowns, measures CPU/RAM/Disk usage, checks API latency, and generates detailed system health reports. It helps determine if the bottleneck is local hardware or the remote API connection, providing actionable corrective suggestions to improve the development workflow.

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