Train RVC voice models from artist names. Full pipeline: YouTube search, download, stem separation, preprocessing, training, and model indexing.
Identifies and visualizes the top expressing genes per cluster in T/B cells, followed by pathway enrichment analysis.
Generate a project-specific AGENTS.md from a user goal, then confirm before overwriting. — from majiayu000/claude-skill-registry
Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor instrument for statistics, regression, optimization, a — from…
General-purpose timeout estimation skill. Trains dual models (duration regression + risk classification) from corpus data and observation feedback.
N-dimensional array computing library providing array types, vectorized operations, linear algebra, FFT, random sampling, and testing utilities.
API Gateway patterns for routing, authentication, rate limiting, and service composition in microservices architectures.
Consult external LLMs (Gemini, OpenAI/Codex, Qwen) for second opinions, alternative plans, independent reviews, or delegated tasks.
Systematically deconstruct written content into verifiable claims, validate each using search/documentation, and facilitate informed discussion through structured intervi — from…
Track and analyze Claude Code usage statistics for CircleTel development. Use to monitor productivity, track model usage, view usage streaks, and optimize development workflow…
Implement semantic vector search for construction data. Build AI-powered search using embeddings and vector databases (Qdrant, ChromaDB) for intelligent querying of…
Evaluates agent skills against Anthropic's best practices. Use when asked to review, evaluate, assess, or audit a skill for quality.
Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is — from…
Operationalisiert die Pruefung der ortsueblichen Vergleichsmiete und der Mietpreisbremse anhand der mitgelieferten Referenz references/mietspiegel-quellen.md.
Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. — from majiayu000/claude-skill-registry
Begleitet Unternehmen und Steuerberater bei der korrekten Abgabe von Umsatzsteuer-Voranmeldungen nach § 18 UStG – von der Bestimmung des Voranmeldungszeitraums über Dauer — from…
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurizat — from…
Teaches generic constraints, avoiding any in generic defaults, and mapped types in TypeScript. Use when creating reusable functions, components, or types that work with multiple…
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. — from majiayu000/claude-skill-registry
Tax-loss harvesting via Longbridge — identify unrealised-loss positions in the account, evaluate tax benefit of realising losses, suggest substitute securities to maintain market…
Calculate monthly COGS, cost percentages, and manager bonuses (COGS + Top Line) using NET SALES for accuracy and detailed inventory data for restaurant locations.
用于创建或审查 Nuxt 3 项目、文件路由、pages、layouts、SSR/SSG/SPA 行为、Nuxt 数据获取、route middleware、plugins、modules、server routes 或 Nuxt 特定 Vue 3 约定。通用 Vue 组件架构另按项目 Vue 约定处理；中文触发词包括 Nuxt、Nuxt 3。
Performs fast Gene Set Enrichment Analysis (GSEA) on single-cell data using fgsea R package. Identifies enriched biological pathways by ranking genes based on differential…
Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.
Cancel or debounce Riverpod async requests with ref.onDispose; cancel when user leaves the page, debounce rapid refreshes.
LangGraph state-machine design and debugging for `StateGraph`, node/edge routing, checkpoints, `interrupt`, and HITL flows.
Hypothesis formation, null/alternative, control/variant setup, randomization hash-based, stratification
Interactive prompt optimization workflow for LLMs. Use when optimizing, improving, or engineering prompts for Claude, GPT, Gemini, or other language models; covers analysis,…
Design effective reasoning processes for AI agents and optimize decision-making strategies. Use when designing agent prompts, improving decision quality, implementing specialized…
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…
Discover all customers of a given company by scanning websites, case studies, review sites, press, social media, job postings, and more.
Guide for using AceDataCloud APIs. Use when authenticating, making API calls, managing credentials, understanding billing, or integrating AceDataCloud services into applications.
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). — from majiayu000/claude-skill-registry
Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relatio — from…
Monitors the web for topics you care about and surfaces signals before they peak. Tracks Twitter, Reddit, Hacker News, Product Hunt, and custom sources.
Analyzes competitor content strategy and identifies differentiation opportunities. Use when the user asks about competitor analysis, content gaps, competitive research, or finding…
Use when composer package management and PSR-4 autoloading including dependency management, autoload strategies, package creation, version constraints, and patterns for modern PHP…
Expert QA engineer specializing in comprehensive quality assurance, test strategy, and quality metrics.
Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestration, workflow automation, pipeline design patterns, CI/CD…
Implements utility functions, helpers, and shared code. Use when implementing reusable functions, validation utilities, formatting functions, or helper modules.
Browser automation and testing with Playwright. Use when testing web applications, automating browser tasks, taking screenshots, or validating UI behavior.
Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.
Read-only Tailwind v4 auditor for Treido (tokens + forbidden patterns). Returns structured payload for ORCH merge. Trigger: TW4-AUDIT
Comprehensive RAN optimization with swarm coordination, cognitive consciousness, and 15-minute closed-loop autonomous cycles.
Complete guide for LangChain, LangGraph, and Deep Agents development. Covers framework selection, agents, tools, RAG, middleware, graphs, persistence, HITL, subagents, and memory.
Strukturiert die Beweissicherung nach einem Datenschutzvorfall so, dass die Beweismittel in einem späteren Bußgeldverfahren, Strafverfahren oder Zivilprozess verwertbar bleiben.
Comprehensive technology stack evaluation and comparison tool with TCO analysis, security assessment, and intelligent recommendations for engineering teams — from…
Expert guidance for systematic backtesting of trading strategies on Indian markets (NSE/BSE). Use when developing strategies, testing robustness, avoiding overfitting, or…
Synthesize information across multiple sources into a structured document. Processes sources in batches across sessions to handle more data than fits in context.
Use when symfony api platform serialization
Use this skill when the user wants to "report a bug", "file an issue", "report an issue", "submit a bug report", or report any problem with the power-pages plugin to the — from…
Use when symfony messenger retry failures
Use when symfony api platform state providers
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect e — from…
Consult Claude specialist agents during implementation for codebase understanding, pattern checking, security review, debugging help, and more.
Invoke this skill first when authoring any AI agent instructions. Foundational principles for writing LLM instructions (skills, CLAUDE.md, rules, commands).
Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achievi — from…
This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks.
Use this skill when you need to search institutional learnings in docs/solutions/ for relevant past solutions before implementing a new feature or fixing a problem.
Guide for discovering and using MCP tools via the discover_tools meta-tool. Use this skill when asked to perform tasks that require finding the right tools, when you see — from…