Work with markdown-based task lists in .llm/todo.md files. Use when managing tasks, working with todo lists, extracting incomplete tasks, marking tasks complete, or implementing…
Predict miRNA target genes using sequence-based algorithms and database lookups. Use when identifying potential mRNA targets of differentially expressed or functionally i — from…
Clash Verge 诊断与配置管理。网络诊断、配置 AI 工具路由规则（Claude/Codex/Cursor/Warp）、查看/克隆订阅配置、切换配置文件。当用户遇到网络问题、要配置代理规则、切换订阅、查看 Clash 配置时使用
When the user wants to optimize e-commerce fulfillment, online order processing, or direct-to-consumer logistics.
Deep competitive analysis + ongoing monitoring. Checks user research for competitor mentions, sales notes, existing analysis.
Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices.
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus — from…
DNA methylation analysis with methylKit in R. Import Bismark coverage files, filter by coverage, normalize samples, and perform statistical comparisons.
Deep exploration and synthesis workflow using parallel task agents with dynamic planning and hub-and-spoke coordination.
Map a proposed change to governing ADRs and constraints before implementation; use for ADR applicability and conflict checks.
Referenz-Skill für die Deinstallation, Deaktivierung und Reaktivierung von Community-Skills, die über den Kanzlei-Builder-Hub installiert wurden.
Comprehensive US stock analysis including fundamental analysis (financial metrics, business quality, valuation), technical analysis (indicators, chart patterns,…
Searches and recommends Claude Code skills and plugins from local database and SkillsMP API. Activates when user asks to find skills, search plugins, get recommendations — from…
Expert speech-language pathologist specializing in AI-powered speech therapy, phoneme analysis, articulation visualization, voice disorders, fluency intervention, and ass — from…
Business intelligence expert - creates actionable insights, visualizations, and executive reports from GabeDA model outputs. Identifies data gaps and recommends new features.
Analyze recorded audio files from WaveCap. Use when the user wants to inspect audio recordings, check audio quality, list available recordings, or get audio file metadata.
Build AI applications with the Anthropic TypeScript SDK. Use when creating Claude integrations, building agents, implementing tool use, streaming responses, or working wi — from…
Ralph research agent for discovering global youth justice cases and advocacy campaigns — from majiayu000/claude-skill-registry
Expert in designing, orchestrating, and managing multi-agent systems (MAS). Specializes in agent collaboration patterns, hierarchical structures, and swarm intelligence — from…
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements.
Deploy and query Databricks Model Serving endpoints. Use when (1) deploying MLflow models or AI agents to endpoints, (2) creating ChatAgent/ResponsesAgent agents, (3) integrating…
Generate case studies, blog posts, experience updates, and variant content from the knowledge base. Use when user wants to create new CV content, write articles, or gener — from…
Diffusion model training and inference patterns including UNet/DiT architectures, noise schedules, CFG, ControlNet, and LoRA.
This pipeline performs genome-wide segmentation of CpG methylation profiles to identify Unmethylated Regions (UMRs), Low-Methylated Regions (LMRs), and Partially Methylat — from…
Cost optimization for AI workloads - model selection, GPU sizing, commitment strategies, and multi-cloud cost management — from majiayu000/claude-skill-registry
Apply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note skipped genuine improvements — from…
Dispatch entry point for the LearningAgents plugin. Routes to sub-commands for creating agents, running learning cycles, and reporting issues.
Asistente especializado en investigación académica, redacción científica, ACD, metodología cualitativa y análisis de datos con prevención de plagio — from…
Calculate OASIS (Oxford Acute Severity of Illness Score) for ICU patients in MIMIC-IV. Use for mortality prediction with fewer variables than APACHE/SAPS, or when lab data is…
Creates comprehensive brand voice and tone documentation with messaging pillars, vocabulary guidelines, and writing examples.
Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies, or needs to assess…
REQUIRED skill for creating Loom execution plans. Designs DAG-based plans with mandatory knowledge-bootstrap and integration-verify bookends, parallel subagent execution — from…
AI model configuration patterns for this project. Single source of truth for model definitions. Triggers on "MODEL_CONFIG", "model", "pricing", "capabilities", "auto router",…
Manage WebF controllers safely with WebFControllerManager (lifecycle, reuse, pre-render, multiple controllers).
Before submitting code or creating a Pull Request, when about to claim that work is complete, fixed, or passed, you must run verification commands and confirm the output results…
Collect and report metrics on agent usage from git history implementing the 8 key metrics defined in agent-metrics.md for measuring agent system health effectiveness and adoption.
Parses and analyzes project vision to extract structured requirements. Use at project start to understand goals, scope, and constraints.
Threads CLI - Read, post, reply, and search on Meta's Threads using OpenClaw browser tool. Use when the user wants to interact with Threads: posting, reading timeline, vi — from…
React Flow 라이브러리를 사용한 노드 기반 UI 개발 지원. 노드/엣지 생성, 커스터마이징, 레이아웃, 상호작용 구현 시 사용. 항상 최신 문서를 WebFetch로 참조하여 정확한 정보 제공. — from majiayu000/claude-skill-registry
Maps a Kirby project using Kirby MCP tools/resources, including roots, templates, snippets, controllers, models, blueprints, plugins, runtime status, and key config.
Write effective MCP server instructions for tool compaction support. Use when creating or updating the `instructions` parameter in MaaSProtectedFastMCP server initialization.
Hardnosed critic for fact-find, plan-feature, and process/skill documents. Surfaces weak claims, missing evidence, hidden assumptions, feasibility gaps, and unaddressed risks with…
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into lo — from…
Use when reviewing code changes, auditing documentation accuracy, validating technical claims before merge, or user says "verify claims", "factcheck", "audit documentatio — from…
Automatically activated when user asks "what's the best way to...", "how should I...", "what are best practices for...", or requests recommendations, industry standards — from…
Execute approved proposals autonomously. Check for approved proposals and execute them based on their type.
Comprehensive text analysis coordinator. Execute Python script for multi-aspect text analysis. Use when you need grammar, sentiment, readability, and SEO analysis combined.
Use when searching for academic papers related to a topic, finding papers similar to one already in the vault, or discovering research gaps.
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to und — from…
병렬 리서치 오케스트레이션. 여러 소스(Context7, WebSearch, 코드베이스)를 동시에 탐색하여 기술 조사를 수행합니다. Use when researching libraries, APIs, best practices, or when comparing technical approaches.
Apply P8 Narrative Framing to structure information as causal stories with conflict, choice, and consequence.
Get alternative perspectives via OpenAI Codex on complex design decisions, architecture trade-offs, stuck debugging, or approach evaluation.
Technical workflow for architect-agent - PRD creation with mandatory database context, entity design with Zod, iteration review, and agent coordination in the iterative v — from…
SolidStart service workers: registration, caching strategies, offline support, background sync, PWA features.
Guides through creating a new OpenCode-compatible agent with interactive interview, permission configuration, and validation.
Guide for building .NET APIs using CQRS pattern with MediatR, FluentValidation, and Carter modules — from majiayu000/claude-skill-registry
Use when generating Java code for web applications, APIs, or enterprise systems - prevents OWASP Top 10 vulnerabilities in Spring Boot, Jakarta EE, and core Java
Guide selection of appropriate prompt level for a task. Use when choosing between simple prompts and complex workflows, applying the seven levels framework, or matching task…
Install and configure the NexusProvider for Nexus Elements. Use when setting up provider context, handleInit on wallet connect, or when any element needs useNexus.
Distill a verbose developer-facing prompt into a concise, token-efficient LLM-facing prompt while retaining essential instructions.