productivity▌

本 Skill 指导 AI Agent 使用 PROBE 五阶段协议，对任意本地 Git 仓库执行系统性探测，产出 .nexus-map/ 分层知识库。

Strategies for managing LLM context windows through summarization, trimming, routing, and prioritization. \n \n Covers six core capabilities: context engineering, summarization, trimming, routing, token counting, and prioritization to prevent token limits and context rot \n Implements tiered context strategies that adapt based on context size, and serial position optimization to place critical information at start and end of context \n Avoids common anti-patterns including naive truncation, igno

Xiaohongshu automation assistant for login, content publishing, search, browsing, interactions, and content planning. \n \n Provides complete Xiaohongshu workflow automation: account login, image/video post publishing, note search, feed browsing, likes/saves/comments, creator profile viewing, and content strategy planning \n Requires xiaohongshu-mcp MCP service configuration; automatically checks login status and MCP tool availability before executing operations \n Routes user requests to specia

High-quality audio extraction from YouTube, SoundCloud, Spotify, and 20+ other platforms. \n \n Supports YouTube, SoundCloud, Spotify, Vimeo, Instagram, TikTok, Reddit, and more with yt-dlp and spotdl command templates \n Handles single tracks, playlists, albums, and batch downloads with metadata embedding, album art, and chapter splitting \n Offers format flexibility (MP3, Opus, custom bitrates up to 320k) and advanced features like time-based extraction, speed limiting, and duplicate file hand

Control tmux sessions by sending keystrokes and reading pane output for interactive CLI management. \n \n Send text input and special keys (Enter, Ctrl+C, Ctrl+Z) to tmux panes; capture output via capture-pane to monitor long-running processes and interactive prompts \n Target sessions, windows, and panes using session:window.pane notation; navigate and manage multiple parallel sessions programmatically \n Designed for monitoring Claude Code sessions and approving interactive prompts; sessions p

Detect and eliminate generic AI-generated patterns ("slop") across natural language, code, and design.

Implement comprehensive infrastructure monitoring to track system health, performance metrics, and resource utilization with alerting and visualization across your entire stack.

ByteRover is a context engineering platform that lets you curate context for your coding agents—patterns, decisions, and learnings. It automatically syncs context across team members and eliminates manual markdown file management.

Comprehensive guide for instrumenting LLM applications with OpenInference tracing in Phoenix. Contains reference files covering setup, instrumentation, span types, and production deployment.

Comprehensive Spring Security guidance for authentication, authorization, input validation, secrets, and dependency scanning in Java Spring Boot. \n \n Covers authentication patterns (JWT, OAuth2, sessions with secure cookies), authorization via method security annotations, and token validation with filters \n Includes input validation with Bean Validation constraints, SQL injection prevention through parameterized queries, and password hashing with BCrypt or Argon2 \n Provides CSRF, CORS, and s