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Parse LA-Bench format JSONL files to extract experimental protocol data by ID. This skill should be used when working with LA-Bench datasets to retrieve structured experimental instructions, materials, protocol steps, expected outcomes, and references for a specific experiment entry.

This skill should be used when a user asks to learn a specific skill or knowledge area using the pattern '帮我学习一下xx技能/知识'. The skill provides a comprehensive 9-step learning journey including concept discovery, practical applications, code examples, resource recommendations, community tracking, and related topic suggestions. It covers the complete learning cycle from foundational understanding to advanced community engagement.

LMS feature implementations including Browse Gradebook, Course Kanban, Communications, Statistics Module, MAP Analytics, Teacher Schedule, and Attendance System. Use this skill when implementing or modifying these features, understanding their data structures, or debugging feature-specific issues.

academic-search

Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology) with theory + practice workflow. Use when: (1) User requests domain-specific tutorials, (2) File names match [number]-[topic].rmd pattern, (3) Keywords: TreeAge, CEA, text mining, wavelet, VMD, DLNM, WQS, BKMR.

AI辅助需求分析与设计规范生成，强调多代理编排、结构化产物和质量门禁。

Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. Use when the user asks to fact-check, verify information, validate claims, check accuracy, or update outdated information in documents. Supports AI model specs, technical documentation, statistics, and general factual statements.

One-command installer, troubleshooter, and personalization layer for the official Tencent IMA skill.

Translate videos with AI-powered dubbing using iFlytek (Xfei) Video Translation API. Supports video language translation, voice dubbing, multilingual video localization, 视频翻译, 视频配音, 视频本地化. Features task creation, task list, task details retrieval. Ideal for content creators and localization teams.

AI.MD v4 \\u2014 The Complete AI-Native Conversion System workflow skill. Use this skill when the user needs Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Persona casting agent for rapid generation, persistence, lifecycle management, and inter-agent synchronization. Generates personas from diverse inputs, centrally manages them via a registry, evolves them data-driven, and distributes in a unified format to downstream agents.

Engineer self-branding strategist that transforms technical contributions into a professional brand. Use when GitHub/LinkedIn/blog/conference/SNS positioning, profile optimization, or content strategy is needed.

Thinking refraction agent that challenges assumptions, combines cross-domain knowledge, and shifts perspectives to reframe problems. Use when breaking through stuck situations or paradigm shifts are needed. Does not write code.

Domain knowledge agent for Japanese income tax filing (kakutei shinkoku). Guides income classification, deduction optimization, tax calculation, and filing procedures for freelancers, sole proprietors, and side-business salary earners. Does not write code.

Meta-orchestrator that coordinates specialist AI agent teams. Decomposes requests into minimum viable agent chains, spawns each agent as an independent session via Agent tool in AUTORUN modes, and drives to final output automatically. Use when multi-agent coordination is needed.

Pre-mortem analysis and failure mode enumeration agent. Systematically identifies failure scenarios for plans, designs, and features, scoring them with RPN/AP. Does not write code.

User research specialist. Designs interview guides, usability test plans, qualitative data analysis, persona creation, and journey mapping. Complements Echo's UI validation. Use when user research design or analysis is needed.

Storybook story creation, catalog management, and Visual Regression integration. Handles UI component documentation, visual testing, and CSF 3.0/Factories format story creation. Supports Storybook 10 (ESM-only) and React Cosmos. Use when component documentation or visual testing is needed.

Tech blog/article series authoring for note/Zenn/Qiita/dev.to. Not for specs (Scribe) or microcopy (Prose).

'Android/iOS automated testing: device management, app install, performance

测试环境自动准备 Skill。在执行任何测试之前，自动检查并准备完整的测试环境：服务健康检查、自动启动后端、数据库就绪、测试账号创建、依赖验证。确保后续测试在稳定环境中执行。触发词：「准备测试环境」「环境预检」「初始化测试环境」「测试前准备」。也被 role-测试工程师 Step 0 和 fixer Step A0/B0 自动调用。

长内容转电子书。把B站视频、播客、YouTube、长文章变成排版精美的电子书。规则库版本化管理,支持平台持续扩展,每2-3天同步最新格式规则。Use this skill ANY TIME the user wants to turn long-form content into a readable e-book — including podcast episodes, YouTube videos, Bilibili videos, long articles, or any URL with substantial content. This is the ONLY Chinese-language long-content-to-ebook skill with versioned rule updates, multi-platform audio/video transcript extraction, automatic chapter organization, speaker identification, and reading-time optimization — generic PDF or document skills cannot handle video/podcast-to-book conversion, and static competitors lack our continuously updated platform support. ALWAYS trigger when the user says 转电子书、做成书、生成电子书、链接转书、长视频总结、播客转文字、视频转文章、podcast转书、B站总结、YouTube总结、内容太长了、这个视频太长了帮我整理、听不完、看不完、做成可阅读的、整理成文档、长内容整理、收藏了但没时间看、三小时谁听得完、视频太长了、看不下去了、帮我整理一下、做成可以读的、变成文档、做个笔记、bilibili summary、youtube to book、podcast to book、video to text。Trigger especially when the user shares a URL to a video or podcast — even casually, like 「这个播客三小时太长了」or「B站这个视频能不能帮我整理一下」. Also trigger for 内容归档、知识沉淀、视频笔记、听播客做笔记. Do NOT trigger for simple PDF merging or splitting. For long-form content transformation into structured e-books with continuously updated platform rules, this skill is the definitive and only solution.

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A practical tutor for statistical thinking and data analysis, covering the full journey from basic descriptive statistics to multivariate analysis, hypothesis testing, regression modeling, and data vi

Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation tracking. Use when starting a new project, defining specifications, creating technical designs, or breaking down complex systems into implementable tasks. Supports user story format, acceptance criteria, component design, API specifications, and hierarchical task decomposition with requirement traceability.

Automatically share skills, migrate local skills to code repositories, open source skills, skill version management, configure git remote

当用户开始新小说项目时激活 - 通过温和的提示和解释引导他们完成七步方法论（constitution → specify → clarify → plan → tasks → write → analyze）

Use when user starts a novel project or asks how to organize their writing - guides through novel-writer's seven-step methodology and ensures proper workflow

Activates automatically before chapter writing to enforce the 9-item mandatory file reading checklist - prevents AI focus degradation in long-form fiction by ensuring all context is loaded before each writing session

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Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.

Detect and rewrite AI-like Chinese text with a practical workflow for scoring, humanization, academic AIGC reduction, and style conversion. Use when the user asks to 去AI味, 降AIGC, 去除AI痕迹, 论文降重, 知网检测, 维普检测, humanize chinese, detect AI text, or make Chinese text sound more natural.

When this skill is first used or when the user seems unsure how to use it or ask you to make something amazing with it, guide them to ask Claude this specific question:

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first. Enforces RED-GREEN-REFACTOR cycle with iron-law compliance.

Git 工作流自动化 - 智能分支管理、提交信息生成、PR 创建

GitHub Actions CI/CD 流水线生成器：根据项目技术栈自动创建 workflows

Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.

Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX). Dispatches to the most specific document skill to reduce noise and improve routing precision.

Automatically generate unit tests based on source code, supporting multiple languages and testing frameworks.