Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview.
Use omicverse's pyComBat wrapper to remove batch effects from merged bulk RNA-seq or microarray cohorts, export corrected matrices, and benchmark pre/post correction visu — from…
Adds a new AI platform to DeepWork with adapter, templates, and tests. Use when integrating Cursor, Windsurf, or other AI coding tools. — from majiayu000/claude-skill-registry
Migrates Vendure Admin UI extensions (legacy Angular-based) to the new React Dashboard.
Use when the user wants web research: gathering cited, multi-angle evidence on a specific question. Triggers on: \"research X for me\", \"do web research on\", \"look up sources…
Execute Gemini CLI for AI-powered code analysis and generation. Use when you need to leverage Google's Gemini models for complex reasoning tasks.
Sistema de planificación basado en archivos estilo Manus para organizar y rastrear el progreso de tareas complejas. Crea task_plan.md, findings.md y progress.md.
Create interactive data visualizations using D3.js. Use this when creating charts, graphs, network diagrams, geographic visualizations, or custom SVG-based data visualiza — from…
Apply SY5 Systems Archetypes to recognize recurring dynamic patterns across different domains.
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
Combining IoT sensor data using algorithms like Kalman filters for improved accuracy and reliability
High-dividend stock screen via Longbridge — analyse high-dividend-yield strategies for A-shares / HK / US, filter for sustainable payout (reasonable payout ratio, free-cash-flow…
Deep research on a topic, creating persistent documentation for future reference. Use for technology decisions, competitive analysis, or complex topics.
Build agentic AI applications with multi-step task orchestration, tool calling, and state management.
Expert error detective specializing in complex error pattern analysis, correlation, and root cause discovery.
Use RSPress built-in components and MDX features in documentation. Use when adding interactive elements like tabs, badges, steps, callouts, or code groups to documentation pages.
LLM Fine-Tuning expert. Covers LoRA, QLoRA, PEFT, dataset preparation, Hugging Face Trainer/TRL, RLHF, DPO, quantization (GPTQ/AWQ/GGUF), model merging, distributed training with…
Analyze labor productivity by trade, activity, and location. Track efficiency and identify improvement opportunities.
Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. — from majiayu000/claude-skill-registry
Эксперт по копирайтингу. Используй для написания продающих текстов, заголовков, landing pages и conversion copy.
Detects hidden topological connections between apparently separate systems, maps the throat (bottleneck), checks traversability via negentropy, diagnoses stability via LRC…
Consolidate brainstorm rounds into an organized synthesis. Themes emerge, winners surface, evolution becomes visible.
Enseña principios de diseño UI/UX profesional para crear interfaces hermosas y modernas. Incluye paletas de colores contemporáneas, tipografía, espaciado y componentes.
devbooks-convergence-audit：以证据优先、声明存疑的原则评估 DevBooks 工作流收敛性，检测"西西弗斯反模式"和"假完成"。主动验证而非信任文档声明。用户说"评估收敛性/检查升级健康度/西西弗斯检测/工作流审计"等时使用。
Challenge idea assumptions with skeptical VC-style evaluation. Use when user requests critique, validation, or 'is this a good idea' assessment.
UI/UX 설계서를 기반으로 기본 HTML과 JavaScript를 사용하여 동작하는 프로토타입을 개발합니다. 개발 경험이 없는 사용자도 쉽게 사용할 수 있도록 설계되었습니다.
Deep research via Gemini CLI OR free search APIs — runs in background sub-agent to save Claude tokens.
Transforms legacy Java code to modern idioms. Use when migrating Java versions, converting verbose POJOs/DTOs to records, platform threads to virtual threads, for-loops to…
Create your RAG skill in one prompt, then learn to improve it throughout the chapter — from majiayu000/claude-skill-registry
When facing architectural decisions, technology choices, or strategic trade-offs, present options as a structured comparison and require explicit trade-off acknowledgment before…
Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework.
Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for bet — from…
Conduct structured research for feature development, technology evaluation, or problem investigation.
Use when setting up API clients - TanStack Query, Axios, JWT token management, error handling, or response parsing.
Lernsitzung für Jurastudium interaktiv durchführen: Anwendungsfall Student will aktive Lernsitzung zu bestimmtem Thema absolvieren mit Erklärungen Uebungsaufgaben und sofortigem…
Make AI model decisions interpretable and transparent. Use for: implementing SHAP for feature importance analysis, using LIME for local explanations, creating attention…
Comprehensive diagnostic tool for troubleshooting OADP/Velero backup and restore problems with automated checks and recommendations. — from majiayu000/claude-skill-registry
Run RALPH autonomous development loop. Converts PRD markdown to prd.json and runs autonomous implementation. — from majiayu000/claude-skill-registry
Vollständige rechtliche Freigabeprüfung eines Produkt-Launches gegen das konfigurierte Prüfrahmenwerk und die betriebliche Risikokalibrierung.
Expert in portfolio-level lease analysis and renewal prioritization. Use when analyzing lease rollover schedules, prioritizing renewals, assessing expiry cliff risk, or…
Technical analysis with TA-Lib - Moving averages, RSI, MACD, Bollinger Bands, Stochastic, ATR, candlestick patterns, and strategy signals using OpenAlgo market data
Factor research framework for evaluating single-factor effectiveness across A-shares, HK, and US stocks — information coefficient (IC), information ratio (IR), decile portfolio…
Pairs trading / statistical-arbitrage strategy via Longbridge Securities — tests cointegration between two correlated assets using the Engle-Granger (ADF) method, computes the…
Classify problems into Cynefin Framework domains (Clear, Complicated, Complex, Chaotic, Confusion) and recommend appropriate response strategies.
Specialized skill for Rails testing with RSpec, FactoryBot, and TDD workflows. Use when writing tests, setting up test coverage, creating factories, or implementing test-driven…
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensio — from…
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation. — from majiayu000/claude-skill-registry
Use when creating interactive maps in Obsidian using LeafletJS plugin - covers real-world maps, image maps, markers from notes, overlays, GeoJSON, GPX tracks, and common issues…
RNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and transcript integrity metrics.
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement.
Evidence citation and domain scope standards for Neo4j subagents. Prevents hallucination and ensures audit trail. — from majiayu000/claude-skill-registry
Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS…
CLI for AI agents to search and lookup anime info for their humans. Uses Jikan (unofficial MyAnimeList API). No auth required. — from majiayu000/claude-skill-registry
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats). — from majiayu000/claude-skill-registry
NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs. — from majiayu000/claude-skill-registry
Role assignment for Claude Agent #5 - Contact validation API engineer. Build ONLY the validation Edge Function (4-layer validation, business pattern matching).
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or tim — from…
Comprehensive post-build verification of Shannon Framework's application outputs using three-layer methodology: Flow Verification (execution trace analysis), Artifact Ver — from…
Measure Mycelium's own scaffold token cost (CLAUDE.md + engine + harness + canvas + memory) and surface a structured estimate.
Research and develop semantic theories using ModelChecker with Z3 SMT solver. Define operators, adjust frame constraints, create examples, run tests, and report findings.