Guide for building AI agents with Google ADK (Agent Development Kit). Use when creating multi-agent pipelines, implementing conditional agent branching, designing agent t — from…
Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framework, creating DGEList — from…
Extract health and fitness data from Garmin Connect including activities, sleep, heart rate, stress, steps, and body composition.
Docusaurus 3.x documentation framework - MDX authoring, theming, versioning, i18n. Use for documentation sites or spec-weave.com. — from majiayu000/claude-skill-registry
Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native — from majiayu000/claude-skill-registry
Use when coordinating complex tasks across multiple AI agents with a centralized handoff document for planning, execution tracking, and feedback fusion.
Use TOON (Token-Oriented Object Notation) with schema.org vocabulary for prompting and instructing subagents and builtin agents.
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery. — from majiayu000/claude-skill-registry
Role definition for software engineer agents. Defines responsibilities, principles, required skills, and success criteria.
Automatically applies when creating AI tool functions. Ensures proper schema design, input validation, error handling, context access, and comprehensive testing.
Use when user invokes /research command with any source — URL, GitHub repo, YouTube video, podcast, Reddit post, academic paper, documentation page, product site, local file, or…
コード変更、API変更、新機能追加時にSphinxドキュメントを自動更新します。公開APIやインターフェースの変更、新クラス・関数・モジュールの追加、アーキテクチャの重要な変更、ユーザーからの明示的なドキュメント更新依頼時に起動します。MyST形式とプロジェクトのドキュメント標準に準拠した更新を提案します。
[REPLACE] Plan changes, validate before execution, execute with verification. Use when [REPLACE with specific triggers].
Begleitet Verantwortliche und Berater bei der Prüfung der Meldepflicht nach Art. 33 DSGVO (72-Stunden-Frist an Aufsichtsbehörde) und der Benachrichtigungspflicht nach Art — from…
Understand network protocols in the style of W. Richard Stevens, author of TCP/IP Illustrated. Emphasizes deep protocol understanding through packet analysis, layered thinking,…
Detect recurring patterns in issues and events. Identifies temporal, resource-based, cluster, and cascading patterns. Suggests prevention strategies.
Analyze labor productivity from site data. Compare planned vs actual, identify trends, benchmark against industry standards.
Advanced input validation and sanitization using Zod. Use to prevent XSS and ensure data integrity before sending to Appwrite.
Build comprehensive DNA methylation maps by aggregating WGBS (Whole Genome Bisulfite Sequencing) data across multiple ENCODE experiments, donors, and labs.
Use when facing a new problem to classify its domain (Clear, Complicated, Complex, Chaotic, Confused) and select appropriate methods. — from majiayu000/claude-skill-registry
Designs REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when creating new APIs, designing endpoints, reviewing API contracts — from…
Sensitive data patterns for security testing: API keys, credit cards, emails, SSNs, phone numbers, IPs, and more. Use for data discovery and validation.
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern rec — from…
Autonomous execution loop that processes a Beads epic task-by-task with fresh subagents, two-stage review, and circuit breaker safety. Use after plan-to-epic creates the epic.
Convert Metabase questions, models, and metrics into KTX Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-dupli — from…
Comprehensive guide to sub-agents in Claude Code: built-in agents (Explore, Plan, general-purpose), custom agent creation, configuration, and delegation patterns.
Integrate Vercel AI SDK for LLMs, Chatbots, Generative UI, and Agentic Workflows. — from majiayu000/claude-skill-registry
Auto-discovers and configures Language Server Protocol (LSP) servers for your project's languages
CRISPR library design for genetic screens. Covers sgRNA selection, library composition, control design, and oligo ordering.
Predicts stock direction/magnitude at T=0 (report release). Uses PIT data only. Run before earnings-attribution. — from majiayu000/claude-skill-registry
Builds flexible API filtering and sorting systems with query parameter parsing, validation, and security.
Generates professional API documentation, user guides, and architectural documentation from code and specifications.
Chemistry expert covering organic, inorganic, physical chemistry, lab safety, and experimental techniques
Assess team structure against Skelton's Team Topologies. Evaluate cognitive load, interaction modes, and Conway's Law alignment. — from majiayu000/claude-skill-registry
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or mul — from…
Competitive intelligence, market analysis, and strategic positioning for product differentiation.
Word document processing. USE WHEN docx, Word document. SkillSearch('docx') for docs.
Design effective Claude Code skills with optimal descriptions, progressive disclosure, and error prevention patterns.
Generates SHANNON_INDEX for 94% token reduction (58K → 3K tokens). Compresses large codebases into structured summaries with Quick Stats, Tech Stack, Core Modules, Dependencies,…
Эксперт по анализу креативов Facebook Ads. Используй для оценки эффективности креативов, Risk Score, A/B тестирования и рекомендаций по улучшению.
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management.
Implement or adjust background transcription jobs for whisper-lolo. Use when wiring Inngest events, handling long-running jobs, chunking before transcription, persisting…
Modern C# asynchronous programming patterns using async/await, proper CancellationToken usage, and error handling in async code.
Enables AI agents to use Braintrust for LLM evaluation, logging, and observability. Includes scripts for querying logs with SQL, running evals, and logging data.
Assess data privacy and compliance risks in pilot data workflows and outputs. Use when evaluating data handling practices, consent requirements, and privacy regulations for pilot…
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion.
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin).
Expert knowledge for Azure AI Metrics Advisor development including decision making, security, configuration, and integrations & coding patterns.
Performs pseudo-bulk differential gene expression analysis using DESeq2 or edgeR. Aggregates single-cell counts to sample-level pseudo-bulk data, then identifies differentially…
Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools.
Search library/framework documentation via llms.txt (context7.com). Use for API docs, GitHub repository analysis, technical documentation lookup, latest library features.
(ePost) Use when any agent modifies files, makes architectural decisions, or needs safety and documentation rules
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Execute BioETL py-config-bot profile for role-specific workflow and constraints. — from majiayu000/claude-skill-registry
Provides expertise on development practices and code quality standards for this repo
Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.
Extract HEC-RAS hydraulic results from HDF files including water surface elevations (WSE), depths, velocities, and flows for both steady and unsteady simulations.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.