High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with...
生成【经济价值】方向的学术论文。严格按照商业分析规范，将用户输入的Idea解构并商业化，生成包含市场分析、商业模式、经济效益分析的完整论文。
Use when fetching related data in loops. Use when seeing multiple queries for one request. Use when database is slow on list endpoints.
npm/yarn dependency management, package.json best practices and version control.
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Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.
Manage git worktrees and branches. Use when the user asks to create a worktree, new worktree, create a branch, new branch, switch branches, or work on a new feature.
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes for conversion optimization and experiment validation
Apply professional typography principles to create readable, hierarchical, and aesthetically refined interfaces. Use when setting type scales, choosing fonts, adjusting spacing, designing...
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A clear, concise description of what your skill does and when Claude should use it. Include the main functionality and use cases.
A股价值投资分析工具，提供股票筛选、个股深度分析、行业对比和估值计算功能。基于价值投资理论，使用akshare获取公开财务数据，适合低频交易的普通投资者。
Optimize hyperparameters using grid search, random search, Bayesian optimization, and automated ML frameworks like Optuna and Hyperopt
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks,...
npm/yarn dependency management, package.json best practices ve version control.
Convierte una idea en un plan ejecutable por fases, con checklist, riesgos y entregables. Úsalo cuando haya que pasar de idea a acción sin improvisar.
Build and validate cron expressions from natural language. Convert between human-readable schedules and cron syntax with next run preview.
执行视频剪辑。根据确认的删除任务执行FFmpeg剪辑，循环直到零口误，生成字幕。触发词：执行剪辑、开始剪、确认剪辑
Use this skill when users need to make early hires, build their founding team, determine compensation/equity, decide who to hire first, or scale from founders to first employees. Activates for...
This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tunneling", or...