KOReader Plugin Development
This skill should be used when the user asks to "create a koreader plugin", "add a menu item", "create a widget", "save settings", "koreader ui", "lua widget", "koreader api", "dispatcher action", or is working on KOReader e-reader plugin development. Provides comprehensive guidance for KOReader's Lua plugin architecture.
image-backup-restore
Implementing and debugging PostgreSQL image backup and restore features. Use when working with database snapshots, backup jobs, restore operations, azcopy blob transfers, or troubleshooting image-related provisioning failures.
instance-actors
Managing instance actor orchestrations for PostgreSQL health monitoring. Use when debugging stale actors, restarting actors, or troubleshooting health check issues.
duroxide-orchestrations
Writing durable workflows using Duroxide in Rust. Use when creating orchestrations, activities, workflows, or when the user mentions duroxide, durable functions, or workflow orchestration.
duroxide-orchestration-versioning
Guidance for safely versioning Duroxide orchestrations — file structure, naming conventions, workflow, and registry registration.
database-changes
Making database schema changes to the CMS database. Use when adding columns, tables, running migrations, or updating the backend API and TypeScript types for new database fields.
aks-deployment
Deploying and debugging Toygres on AKS (Azure Kubernetes Service). Use when deploying, debugging pods, viewing logs, troubleshooting SSL, or managing Kubernetes resources.
fullstack-features
Building full-stack features in Toygres from UI to database. Use when adding new features, API endpoints, React components, or implementing end-to-end functionality.
trial-sequential-analysis
Teach Trial Sequential Analysis (TSA) for controlling type I and II errors in cumulative meta-analyses. Use when users need to assess if meta-analysis has sufficient information, want to avoid premature conclusions, or need to plan future trials.
socratic-teaching
Apply Socratic teaching methodology to guide users through meta-analysis concepts using questions, scaffolding, and discovery-based learning. Use when teaching meta-analysis to students or researchers who want to deeply understand the methodology.
r-code-generation
Generate R code for meta-analysis using the metafor package, including data preparation, model fitting, visualization, and sensitivity analyses. Use when users need executable R code for their meta-analysis workflow.
publication-bias-detection
Detect and assess publication bias in meta-analysis using funnel plots, Egger's test, trim-and-fill, and selection models. Use when users need to evaluate whether missing studies might affect their conclusions.
grade-assessment
Apply the GRADE framework to assess certainty of evidence in systematic reviews. Use when users need to rate evidence quality, create Summary of Findings tables, or understand the factors that affect confidence in effect estimates.
bayesian-meta-analysis
Teach Bayesian approaches to meta-analysis including prior specification, MCMC methods, and interpretation of posterior distributions. Use when users want to incorporate prior knowledge, need probabilistic interpretations, or are working with sparse data.
data-extraction
Extract and prepare study data for meta-analysis including effect size calculation, variance estimation, and handling missing data. Use when users need to convert reported statistics into analyzable format or calculate effect sizes from raw data.
diagnostic-meta-analysis
Teach meta-analysis of diagnostic test accuracy studies including sensitivity, specificity, SROC curves, and bivariate models. Use when users need to synthesize diagnostic accuracy data, understand SROC curves, or assess quality with QUADAS-2.
forest-plot-creation
Generate and interpret forest plots for meta-analysis visualization using R and the metafor package. Use when users need to create forest plots, understand visual representation of pooled effects, or interpret study weights and confidence intervals.
heterogeneity-analysis
Assess and interpret between-study heterogeneity in meta-analysis using I², Q statistic, tau², and prediction intervals. Use when users need to evaluate consistency across studies, understand sources of variation, or decide if pooling is appropriate.
ipd-meta-analysis
Teach Individual Patient Data (IPD) meta-analysis methods for analyzing raw participant-level data from multiple studies. Use when users have access to original datasets, need to explore treatment-effect modifiers, or want to conduct time-to-event analyses.
meta-analysis-fundamentals
Teach the foundational concepts of meta-analysis including effect sizes, statistical models, and evidence synthesis. Use when users ask about meta-analysis basics, want to understand pooled effects, or need guidance on fixed vs random effects models.
network-meta-analysis
Teach network meta-analysis (NMA) for comparing multiple treatments simultaneously. Use when users need to compare more than two interventions, understand indirect comparisons, or create network plots and league tables.
rest-api-standards
Framework-agnostic REST API design standards and specifications. Use when designing REST APIs, reviewing API structures, implementing endpoints, or making decisions about HTTP methods, URI design, status codes, authentication, pagination, or versioning. Covers 10 categories with comprehensive guidelines.
react-best-practices
React performance optimization and testing guidelines. This skill should be used when writing, reviewing, or refactoring React code to ensure optimal performance patterns and test quality. Triggers on tasks involving React components, data fetching, bundle optimization, performance improvements, or testing.
write-plan
当你需要为多步骤任务编写实现计划时使用，在动手写代码之前先规划
stock-analysis
A股综合分析工具，支持市场整体报告和股票分组分析。集成 AKShare 数据源，提供市场快照、情绪分析、热点板块跟踪、技术信号生成、基本面评分等功能。输出 Markdown 和 CSV 格式报告。
screenshot
macOS 截屏技能。当需要截取屏幕截图时使用。触发词：截屏、截图、screenshot。
execute-plan
当你有一个已编写的实现计划需要在单独会话中执行时使用，带有审查检查点
obsidian-knowledge
指导 AI 助理如何在在共享的 MyObsidian vault 中进行知识管理。当需要创建、整理、检索笔记，处理网页链接，维护每日笔记，或整理 Inbox 时使用。触发关键词：记录、笔记、整理、归档、每日、任务。操作前必须先读取 vault 根目录的 AGENTS.md。
sequence-development
Station Service SDK를 사용한 테스트 시퀀스 개발 가이드. SequenceBase 패턴, emit 메서드, manifest.yaml 작성법 제공. 사용자가 시퀀스 개발, SequenceBase 구현, 테스트 자동화 코드 작성, manifest.yaml 설정, emit 메서드 사용법을 문의할 때 활성화. (project)
prnd-layered-python-code-reviewer
Review Python code changes with a focus on layered architecture boundaries, DI/DIP, configuration validation, typing quality (mypy/flake8 readiness), naming/docstring accuracy, and testability. Use when asked to “code review”, “PR review”, or “리뷰해줘” to prevent repeat feedback on architecture regressions and low-signal changes.
code-reviewer
Comprehensive multi-AI code review system for Python, JavaScript, and TypeScript. Use when reviewing code for quality, security, performance, or best practices. Includes automated analysis scripts, language-specific patterns, and AI collaboration workflows for complex decisions.
quality-plan
品質マネジメント計画書を作成する。品質基準、品質保証計画の策定時に使う。
test-plan
テスト計画書を作成する。テスト戦略、品質検証計画の策定時に使う。
vendor-plan
ベンダー管理計画書を作成する。調達計画、外注管理計画の策定時に使う。
wbs
WBS（作業分解構成表）を作成する。タスク分解、スコープ分解、作業定義時に使う。
privacy-email-review
メール取得を伴う機能のプライバシー設計レビューを行う。メールアドレスを保存する機能を実装する前、PII取得の設計確認時に使う。
risk-register
PMBOK準拠のリスク登録簿を作成する。リスク管理、リスク分析、リスク対応計画時に使う。
requirements
PMBOK準拠の要件定義書を作成する。要件定義、スコープ定義、機能要件の整理時に使う。
schedule
プロジェクトスケジュールを作成する。進行計画、ガントチャート、マイルストーン策定時に使う。
notebooklm
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.
pm-plan
プロジェクトマネジメント計画書を作成する。PM計画、統合計画、プロジェクト計画の策定時に使う。
cost-estimate
コスト見積書を作成する。予算策定、見積もり、コスト計画時に使う。
comm-plan
コミュニケーションマネジメント計画書を作成する。情報共有計画、報告体制の策定時に使う。
acceptance-criteria
受け入れ基準書を作成する。検収基準、完了条件の定義時に使う。
stakeholder-register
ステークホルダー登録簿を作成する。関係者分析、ステークホルダー管理時に使う。
project-charter
PMBOK準拠のプロジェクト憲章を作成する。新規プロジェクト開始時、プロジェクト憲章の作成時に使う。
overall-charter
全社横断プロジェクト用の全体プロジェクト憲章を作成する。大規模プロジェクト、プログラム管理時に使う。
weekly-status
週次統合ステータスレポートを作成する。週次報告、進捗サマリー、週次会議準備時に使う。
test-report
テスト結果報告書を作成する。テスト完了後の結果報告、品質レビュー時に使う。
progress-report
進捗報告書を作成する。定期進捗報告、マイルストーンレビュー時に使う。
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