数据处理
数据转换、清洗与 ETL
serilog
codewithmukesh
Structured logging with Serilog for .NET 10 applications. Covers two-stage bootstrap, appsettings configuration, enrichers, sinks, request logging, destructuring, and Serilog.Expressions. Load this skill when setting up Serilog, configuring log sinks, enrichers, or structured logging, or when the user mentions "Serilog", "structured logging", "log enrichment", "Seq", "LogContext", "UseSerilog", "WriteTo", "message template", "Serilog.Expressions", "request logging", "log sink", "rolling file", or "audit log".
financial-news
aws-samples
Stock quotes, price history, financial news, and analysis
shioaji
Sinotrade
Shioaji Taiwan financial trading API guide. Use when trading stocks/futures/options on Taiwan markets, subscribing to real-time market data, querying account info, or building automated trading systems. Shioaji 台灣金融交易 API 指南。適用於：股票/期貨/選擇權交易、即時行情訂閱、帳務查詢、自動交易系統開發。
elevenlabs-transcribe
elevenlabs
Transcribe audio to text using ElevenLabs Scribe. Supports batch transcription, realtime streaming from URLs, microphone input, and local files.
opc
xiaotianfotos
"多引擎 AI 创作工具链。TTS 语音合成（edge-tts / Qwen3-TTS）、ASR 语音识别与卡拉OK字幕、ComfyUI 图片生成（ERNIE/Qwen/Z-Image + PromptKG 知识图谱）、视频剪辑（Cut）。使用场景：(1) 文本转语音播放，(2) 音频转录生成 SRT/ASS 字幕，(3) AI 图片生成与风格探索，(4) Prompt 知识图谱查询与模板发现，(5) 字幕级视频剪辑。触发词：语音、TTS、ASR、字幕、图片生成、prompt、知识图谱、KG、视频剪辑、cut"
packageJson
forcedotcom
Guidelines for package.json files in packages
span-file-export
forcedotcom
Use file-based span export for AI consumption. Where it lives, how to enable/clear, settings for Node and Web. Use when enabling span file dump, debugging traces for AI, or configuring local observability.
ts4023-effect-errors
forcedotcom
Fix TS4023 errors when exporting Effect-based functions. Use when TypeScript reports "has or is using name 'X' from external module but cannot be named" for Effect error types, or when knip flags error type exports as unused.
pr-draft
forcedotcom
Draft PRs with conventional commit-style titles and Gus work item refs. Use when drafting PRs, PR titles, PR descriptions, opening PRs, or Git2Gus workflows.
icons-src
forcedotcom
Add custom SVG icons to salesforcedx-vscode-services for font generation. Use when adding new icons to media/icons-src, creating SVG icons for VS Code extension, or defining font-based icons.
gus-cli
forcedotcom
Interact with the Gus Salesforce org via CLI (sf). Query, create, update work items; query team epics. Use when user mentions Gus, work items, epics, or GUS/Git2Gus workflows.
golf-data
machina-sports
PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news. Zero config, no API keys. Use when: user asks about golf scores, tournament leaderboards, scorecards, PGA Tour schedule, golfer profiles, golfer season stats, LPGA results, or golf news. Don't use when: user asks about other sports.
interview-transcription
jamditis
Interview management, transcription workflows, and source note-taking for journalists. Use when preparing for interviews, managing recordings, transcribing audio/video, organizing source notes, creating timestamped references, or building interview databases. Essential for reporters conducting interviews and managing source relationships.
digital-archive
jamditis
Digital archiving workflows with AI enrichment, entity extraction, and knowledge graph construction. Use when building content archives, implementing AI-powered categorization, extracting entities and relationships, or integrating multiple data sources. Covers patterns from the Jay Rosen Digital Archive project.
secure-auth
jamditis
Secure authentication implementation patterns. Use when implementing user login, registration, password reset, session management, JWT authentication, or OAuth integration. Provides production-ready patterns that avoid common tutorial pitfalls like insecure token storage, weak password hashing, and session fixation.
academic-writing
jamditis
Academic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals, conducting research, managing citations, or preparing for peer review. Essential for researchers, graduate students, and academics across disciplines.
data-journalism
jamditis
Data journalism workflows for analysis, visualization, and storytelling. Use when analyzing datasets, creating charts and maps, cleaning messy data, calculating statistics or building data-driven stories. Essential for reporters, newsrooms and researchers working with quantitative information.
electron-dev
jamditis
Electron desktop application development with React, TypeScript, and Vite. Use when building desktop apps, implementing IPC communication, managing windows/tray, handling PTY terminals, integrating WebRTC/audio, or packaging with electron-builder. Covers patterns from AudioBash, Yap, and Pisscord projects.
zero-build-frontend
jamditis
Zero-build frontend development with CDN-loaded React, Tailwind CSS, and vanilla JavaScript. Use when building static web apps without bundlers, creating Leaflet maps, integrating Google Sheets as database, or developing browser extensions. Covers patterns from rosen-frontend, NJCIC map, and PocketLink projects.
page-monitoring
jamditis
Web page monitoring, change detection, and availability tracking. Use when tracking content changes, detecting when pages go down, monitoring for updates, preserving content before deletion, or generating feeds for pages without RSS. Covers Visualping, ChangeTower, Distill.io, and self-hosted monitoring solutions.
media-writer
shareAI-lab
Create platform-native content that resonates with each community's culture. Use when adapting technical content for WeChat, Hacker News, Reddit, Medium, Twitter/X, Dev.to, or LinkedIn. Transforms generic writing into content that feels written BY that community, not AT them.
native-ads
kostja94
When the user wants to run native ads on Taboola, Outbrain, or similar platforms. Also use when the user mentions "native ads," "Taboola," "Outbrain," "content recommendation," "sponsored content," or "in-feed ads."
programmatic-seo
kostja94
When the user wants to create SEO pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "programmatic SEO pages," "template pages," "scale content," "location pages," "city pages," "comparison pages at scale," "X vs Y pages," "integration pages," "pages from data," "automated landing pages," or "programmatic landing pages."
youtube-ads
kostja94
When the user wants to run YouTube ads, set up TrueView or Bumper campaigns, or optimize video ad creative. Also use when the user mentions "YouTube ads," "TrueView," "Bumper ads," "YouTube Discovery," "video ads," "YouTube campaign," or "in-feed ads."