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Design cloud-native architectures with service selection and cost optimization
Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina TruSeq, Nextera, and custom adapter sequences. Use when FastQC shows adapter contamination or before alignment of short rea...
Designs integration and E2E tests with mock boundaries and behavior verification rules. Use when writing E2E or integration tests.
Commit, push changes, and create a Pull Request on GitHub. Trigger: User runs /commit-pr command.
Guide for adding a new RolloutWorkflow to AReaL. Use when user wants to create a new workflow.
Master Ethereum development including EVM, gas optimization, and client interactions
Master Ethereum development including EVM, gas optimization, and client interactions
Transform vague inputs into precision-optimized AI prompts for Claude, ChatGPT, Gemini, or other LLMs. Use when user mentions "optimize prompt", "improve prompt", "lyra", "prompt engineering", or needs help crafting effective AI prompts.
multi-agent communication and coordination for Claude Code, Gemini CLI & Codex. Use this skill when the human user needs help, status, or reference about hcom - when user asks questions like "how to setup hcom", "hcom not working", "explain hcom", or...
Anime.js animation patterns for web interfaces including timelines, staggering, and motion design.
元技能 - 对话复盘与技能进化。在对话结束后分析：已用技能是否可优化、未形成技能的流程是否值得沉淀。当用户说"复盘"、"回顾对话"、"优化技能"、"沉淀经验"、"这个流程可以复用吗"、"技能体系复盘"、"技能健康检查"等关键词时触发，或用户显式调用 /meta-skill。
ChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone modifications. Supports input control, fragment size modeling, and various output formats including narrowPeak and broadPeak BED file...
Always-on workflow orchestration for Claude Code projects. Detects context and activates appropriate skills automatically. Chains with tdd, no-workarounds, dogfood-skills, doc-maintenance, and repo-hygiene based on task context.
Browser automation via Puppeteer MCP for JS-rendered content
AshAi extension guidelines for integrating AI capabilities with Ash Framework. Use when implementing vectorization/embeddings, exposing Ash actions as LLM tools, creating prompt-backed actions, or setting up MCP servers. Covers semantic search, LangC...
Audit BTCPay Server configuration. Checks store settings, webhook health, payment notifications, and API connectivity. Use when: running BTCPay as payment processor, diagnosing webhook issues, or verifying setup. Keywords: btcpay, btcpayserver, green...
Use when optimizing MCP token usage, understanding Tool Search thresholds, or deciding MCP vs skills for token efficiency. For plugin MCP bundling, use plugin-dev:mcp-integration.
Level 4 patterns - multi-language orchestration, root + subproject structure
Debug client-side issues using browser developer tools. Identify JavaScript errors, styling issues, and performance problems in the browser.
Bootstrap a Kodex knowledge base by analyzing codebase structure and creating topic stubs
Generate AWS architecture diagrams from infrastructure JSON. Use when user asks to "generate diagram", "create AWS diagram", "visualize infrastructure", or "draw architecture".
Quantify transcript expression using pseudo-alignment with Salmon or kallisto. Use when quantifying transcripts with Salmon or kallisto.
Gauntlet for absolute claims (always/never/guaranteed/optimal); pressure-test, then refine with explicit boundaries.
Create, manage, and optimize virtual machines in Proxmox. Control VM lifecycle, monitor performance, adjust resources, and plan VM deployment strategies.
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