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研究学习 / 检索整理

langchain

langchain

208

Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct…

Stars 8,478
reactuideploymentapi

通用助手 / 编排推荐

oransim-causal-marketing-twin

oransim-causal-marketing-twin

208

Causal digital twin for marketing simulation — predict campaign ROI, run counterfactual KOL swaps, and audit causal graphs before spending a dollar.

Stars 7
auditragllmagent

数据与分析 / 分析洞察

opentrade-market

opentrade-market

208

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…

Stars 5
githubopentrademarketwant

软件工程 / 诊断修复

swift-best-practices

swift-best-practices

208

| 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…

Stars 147
designuiapiswift

设计与产品 / 审核评估

tailwind-responsive-ui

tailwind-responsive-ui

208

Responsive UI transformation patterns for Tailwind CSS applications. This skill should be used when making interfaces responsive, refactoring layouts for…

Stars 142
tailwinddesignuiresponsive

通用助手 / 编排推荐

audio-transcription

audio-transcription

208

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…

Stars 7
audiotranscriptiontranscribelocal

通用助手 / 编排推荐

appwrite-go

appwrite-go

208

Appwrite Go SDK skill. Use when building server-side Go applications with Appwrite. Covers user management, database/table CRUD, file storage, and functions…

Stars 0
uidatabaseragagent

通用助手 / 编排推荐

google-docs

google-docs

208

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.

Stars 279
uiauthgoogledocs

软件工程 / 诊断修复

axiom-performance

axiom-performance

208

Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue. Covers memory leaks, profiling, Instruments workflows, retain…

Stars 902
uiperformanceworkflowaxiom

软件工程 / 部署发布

golang-observability-opentelemetry

golang-observability-opentelemetry

208

Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog

Stars 44
uikubernetesgolangobservability

自动化与集成 / 自动执行

googlesheets-automation

googlesheets-automation

208

Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting,…

Stars 37,684
uiauthapiworkflow

设计与产品 / 审核评估

futurist-analyst

futurist-analyst

208

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.

Stars 62
designfuturistanalystanalyzes

通用助手 / 编排推荐

dependency-scan

dependency-scan

208

Detect CVEs and security issues in project dependencies. Use when you need to analyze packages for known vulnerabilities across npm, pip, cargo, and other…

Stars 76
uisecurityagentdependency

软件工程 / 诊断修复

market-sizing-analysis

market-sizing-analysis

208

Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market…

Stars 37,687
uiworkflowmarketsizing

安全与治理 / 审核评估

dependency-audit

dependency-audit

208

Dependency audit and cleanup workflow for maintaining healthy project dependencies. Use for regular maintenance, security updates, and removing unused packages.

Stars 44
uisecurityauditworkflow

通用助手 / 编排推荐

pigdoc

pigdoc

208

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。

Stars 1
authragpigdocpig

软件工程 / 诊断修复

cbb-data

cbb-data

208

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.

Stars 102
uiapicbbdata

软件工程 / 部署发布

root-cause-tracing

root-cause-tracing

208

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…

Stars 147
databaserootcausetracing

软件工程 / 诊断修复

figma-design

figma-design

208

Figma workflows, components, auto layout, constraints, prototyping, design systems, and plugin development based on Figma Plugin API documentation

Stars 55
reactdesignuiux

通用助手 / 编排推荐

context-surfing

context-surfing

208

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.

Stars 172
uiagentcontextsurfing

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