AI Skills
Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.
bitdefender-total-security-awareness
Recognize and warn about illegal antivirus cracks, keygens, and malware distribution repositories
building-team-culture
Build strong team culture by articulating values, creating psychological safety, and designing for decentralized decision-making.
go-to-market-plan
Analyzes the founder's business context to deliver 3 best go-to-market strategies tailored to their current stage, product, and market. Asks up to 10 diagnostic questions when needed to understand product readiness, target market clarity, competitive positioning, and distribution channels. Use when user needs go-to-market strategy, launch planning, market entry strategy, or actionable GTM roadmap.
learn-agent-skills
Interactive tutor for learning to create, invoke, and secure Agent Skills in AI engineering.
skill-from-masters
通过真实案例创建高质量skill。先找黄金案例和失败案例，归纳什么有效什么无效，再用理论解释为什么。skill是干活的，要从实践中学习，不是从书本中学习。触发词："帮我创建一个skill"、"我想做一个skill来..."
tilegym-improve-cutile-kernel-perf
Iteratively optimize cuTile GPU kernel performance through profiling, bottleneck analysis, and targeted tuning.
notebooklm
Interact with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser session, retrieves the answer exclusively from your uploaded documents, and closes.
devops-deployment
CI/CD pipelines, containerization, Kubernetes, and infrastructure-as-code patterns for DevOps workflows.
build-mcp
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
docx-generator
Create and manipulate Word DOCX files programmatically. Use when the user needs to generate documents, modify DOCX templates, extract document content, or automate Word document workflows. Supports both template-based generation (for branding compliance) and from-scratch creation. Keywords: Word, DOCX, document, report, template, contract, letter, corporate, branding.
huggingface-paper-publisher
Publish and manage research papers on Hugging Face Hub with arXiv integration and artifact linking.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
engineering-culture
Build strong engineering culture using frameworks from 19 product leaders.
setup-codemap-cli
Guide for setup Codemap CLI for intelligent codebase visualization and navigation
code-review
Review AEM Edge Delivery Services code against best practices, performance, and accessibility standards.
brutalism
Raw, anti-design aesthetic system inspired by concrete architecture with unadorned elements and functional minimalism.
r3f-postprocessing
Configure React Three Fiber postprocessing: bloom, selection effects, ambient occlusion, and depth of field.
crawl4ai
Use when scraping JavaScript-heavy pages or SPAs, crawling multiple URLs concurrently, extracting structured data with reusable CSS/JSON schemas, or building automated web data pipelines. Wraps the Crawl4AI library (`crwl` CLI and Python SDK) with schema-generation patterns for LLM-free extraction. Triggers on crawl4ai, crwl, scrape JS-heavy site, scrape SPA, headless browser scrape, schema-based extraction, batch crawl, sitemap crawl, web data pipeline. SKIP when a static HTML page can be read with `defuddle` / `fetch-web` — those are faster cold-start and don't need a browser.
corporate
Professional, brand-aligned design system with structured grids, minimalist layouts, and enterprise patterns.
business-analyst
AI-powered business analysis with dashboards, KPI frameworks, and data-driven strategic recommendations.
wandb-primary
Primary W&B skill for project overviews, runs, artifacts, Weave traces, evaluations, Reports, and Launch workflows.
reset
Reset the FPF reasoning cycle to start fresh
learn-mcp
Interactive tutor for building, securing, and operating Model Context Protocol (MCP) systems.
senior-ml-engineer
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.
storytelling
Narrative-driven design system for creating emotionally resonant digital experiences through visuals, copy, and interaction.
malware-detection-and-removal
Identify, analyze, and document malware distribution repositories masquerading as legitimate software
claymorphism
Soft, rounded 3D clay-like UI design system with playful, puffy shapes and high-contrast colors.
autoresearchclaw-autonomous-research
Autonomous research pipeline that generates complete academic papers with real citations, experiments, and conference-ready LaTeX from a topic idea.
flowstudio-power-automate-monitoring
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phoenix-evals
Build and run evaluators for AI/LLM applications using Phoenix.