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研究学习 / 检索整理
langchain
langchain
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct…
通用助手 / 编排推荐
oransim-causal-marketing-twin
oransim-causal-marketing-twin
Causal digital twin for marketing simulation — predict campaign ROI, run counterfactual KOL swaps, and audit causal graphs before spending a dollar.
数据与分析 / 分析洞察
opentrade-market
opentrade-market
Use this skill when users want live on-chain market data: token prices, price charts (K-line, OHLC), trade history, swap activity. Also, it covers on-chain…
软件工程 / 诊断修复
swift-best-practices
swift-best-practices
| This skill should be used when writing or reviewing Swift code for iOS or macOS projects. Apply modern Swift 6+ best practices, concurrency patterns, API…
设计与产品 / 审核评估
tailwind-responsive-ui
tailwind-responsive-ui
Responsive UI transformation patterns for Tailwind CSS applications. This skill should be used when making interfaces responsive, refactoring layouts for…
通用助手 / 编排推荐
audio-transcription
audio-transcription
Transcribe local or remote audio into durable text and timestamp artifacts using hosted Whisper models. Use this when the job is speech-to-text from audio…
通用助手 / 编排推荐
appwrite-go
appwrite-go
Appwrite Go SDK skill. Use when building server-side Go applications with Appwrite. Covers user management, database/table CRUD, file storage, and functions…
通用助手 / 编排推荐
google-docs
google-docs
Interact with Google Docs - create documents, search by title, read content, and edit text. Use when user asks to: create a Google Doc, find a document, read doc content, add text to a doc, or replace text in a document. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
软件工程 / 诊断修复
axiom-performance
axiom-performance
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue. Covers memory leaks, profiling, Instruments workflows, retain…
软件工程 / 部署发布
golang-observability-opentelemetry
golang-observability-opentelemetry
Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog
自动化与集成 / 自动执行
googlesheets-automation
googlesheets-automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting,…
设计与产品 / 审核评估
futurist-analyst
futurist-analyst
Analyzes events through futures lens using scenario planning, trend analysis, weak signals, drivers of change, and forecasting methods (exploratory, normative, backcasting). Provides insights on possible futures, emerging trends, disruptive forces, strategic foresight, and alternative scenarios. Use when: Strategic planning, emerging trends, technology assessment, long-term planning, uncertainty navigation. Evaluates: Trends, weak signals, drivers of change, plausible futures, strategic options, uncertainty ranges.
通用助手 / 编排推荐
dependency-scan
dependency-scan
Detect CVEs and security issues in project dependencies. Use when you need to analyze packages for known vulnerabilities across npm, pip, cargo, and other…
软件工程 / 诊断修复
market-sizing-analysis
market-sizing-analysis
Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market…
安全与治理 / 审核评估
dependency-audit
dependency-audit
Dependency audit and cleanup workflow for maintaining healthy project dependencies. Use for regular maintenance, security updates, and removing unused packages.
通用助手 / 编排推荐
pigdoc
pigdoc
搜索 PIG 官方文档并总结答案。当用户询问 PIG CLOUD、PIG AI、pigx 相关的技术问题、配置方法、功能说明,或明确说"查文档"、"搜一下"、"怎么配置"、"怎么实现"时触发。遇到 PIG 框架相关具体问题时应主动搜索文档后再回答,不要依赖训练数据中可能过期的信息。
软件工程 / 诊断修复
cbb-data
cbb-data
College Basketball (CBB) data via ESPN public endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, rankings, futures, team/player stats, and news for NCAA Division I men's basketball. Zero config, no API keys. Use when: user asks about college basketball scores, March Madness, NCAA tournament, standings, rankings, team rosters, schedules, play-by-play, betting futures, team/player statistics, or CBB news. Don't use when: user asks about NBA/WNBA (use nba-data/wnba-data), college football (use cfb-data), or non-sports topics.
软件工程 / 部署发布
root-cause-tracing
root-cause-tracing
Systematically trace bugs backward through call stack to find original trigger. Use when errors occur deep in execution and you need to trace back to find the…
软件工程 / 诊断修复
figma-design
figma-design
Figma workflows, components, auto layout, constraints, prototyping, design systems, and plugin development based on Figma Plugin API documentation
通用助手 / 编排推荐
context-surfing
context-surfing
Monitors context window health throughout a session and rides peak context quality for maximum output fidelity. Activates automatically after plan-interview and intent-framed-agent. Stays active through execution and hands off cleanly to simplify-and-harden and self-improvement when the wave completes naturally or exits via handoff. Use this skill whenever a multi-step agent task is underway and session continuity or context drift is a concern. Especially important for long-running tasks, complex refactors, or any work where degraded context would silently corrupt the output. Trigger even if the user doesn't say "context surfing" — if an agent task is running across multiple steps with intent and a plan already established, this skill is live.