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研究学习 / 检索整理
quantizing-models-bitsandbytes
quantizing-models-bitsandbytes
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want…
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
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…
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
ci-cd-pipeline-patterns
ci-cd-pipeline-patterns
Comprehensive CI/CD pipeline patterns skill covering GitHub Actions, workflows, automation, testing, deployment strategies, and release management for modern…
软件工程 / 诊断修复
design-system-creation
design-system-creation
| Creates comprehensive design systems with typography, colors, components, and documentation for consistent UI development. Use when establishing design…
研究学习 / 检索整理
mini-wiki
mini-wiki
Automatically generate **professional-grade** structured project Wiki from documentation, code, design files, and images. Use when: - User requests "generate wiki", "create docs", "create documentation" - User requests "update wiki", "rebuild wiki" - User requests "list plugins", "install plugin", "manage plugins" - Project needs automated documentation generation Features: - Smart project structure and tech stack analysis - **Deep code analysis** with semantic understanding - **Mermaid diagrams** for architecture, data flow, dependencies - **Cross-linked documentation** network - Incremental updates (only changed files) - Code blocks link to source files - Multi-language support (zh/en) - **Plugin system for extensions** For Chinese instructions, see references/SKILL.zh.md
软件工程 / 诊断修复
linear-claude-skill
linear-claude-skill
Manage Linear issues, projects, and teams
软件工程 / 诊断修复
progressive-web-app
progressive-web-app
Progressive Web Apps with service workers, web manifest, offline support, installation prompts. Use for installable web apps, offline functionality, push…
通用助手 / 编排推荐
memory-recall
memory-recall
Recall relevant long-term memories extracted by OpenViking Session memory. Use when the user asks about past decisions, prior fixes, historical context, or…
软件工程 / 诊断修复
lead-generation-and-demand
lead-generation-and-demand
Comprehensive B2B demand generation and lead acquisition skill. Use when building lead generation systems, creating demand acquisition campaigns, optimizing…
软件工程 / 诊断修复
modern-javascript-patterns
modern-javascript-patterns
Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and…
数据与分析 / 分析洞察
instagram-tools
instagram-tools
Local execution tools for Instagram hosted collection workflows, including actor runs, dataset normalization, ranking, comment clustering, and watchlist…
通用助手 / 编排推荐
pr-review-loop
pr-review-loop
Use when addressing open PR review comments from any reviewer (human or bot) within the current agent session. For a fresh-context-per-comment approach, use…
安全与治理 / 审核评估
security-review
security-review
A general skill for performing security reviews and auditing codebases for vulnerabilities. ALWAYS run this at the end of each task.
通用助手 / 编排推荐
senpi-getting-started-guide
senpi-getting-started-guide
Guides users through their first trade on Senpi/Hyperliquid. Walks through discovery (top traders), creating a mirror strategy with a chosen trader, monitoring, and closing the strategy. Use when user says "let's trade", "first trade", "teach me to trade", "how do I trade", or when state is AWAITING_FIRST_TRADE. Can also run when state is not READY (e.g. after entrypoint Step 3); then prompts for wallet funding before starting when needed. Requires Senpi MCP to be connected.
软件工程 / 诊断修复
context-driven-development
context-driven-development
Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured…
软件工程 / 诊断修复
axiom-swiftui-debugging
axiom-swiftui-debugging
Use when debugging SwiftUI view updates, preview crashes, or layout issues - diagnostic decision trees to identify root causes quickly and avoid misdiagnosis…