Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason o — from…
Complete Drift Protocol SDK for building perpetual futures, spot trading, and DeFi applications on Solana.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
[Code Quality] Defines clear boundaries and goals for a refactoring session. Use to establish what WILL and WILL NOT change, set success criteria, and create a focused refactoring…
全面代码库审计 — 自适应并行深度分析（前后端契约、数据完整性、异常处理/安全、架构/技术债、配置/缓存），输出按严重程度排序的统一报告和修复路线图。Use when user asks to audit, analyze, or review an entire codebase for design issues, find hidd — from…
Analyze issue and generate analysis.md with solution approaches. Use when starting a new task or feature to thoroughly analyze the problem and compare solution options.
Use when building RAG systems, implementing semantic/hybrid search, selecting vector databases, tuning retrieval quality, or choosing chunking and embedding strategies.
Create Error/Resilience architecture diagram showing failure handling, recovery mechanisms, and circuit breakers.
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator — from majiayu000/claude-skill-registry
Use for ad campaign performance analysis, weekly trend reporting, data correlation, and actionable optimization insights.
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management.
Implementa sistema completo de pagos recurrentes con Flow.cl (Chile) y Stripe (internacional). Incluye suscripciones mensuales, webhooks, firma HMAC, manejo de errores y — from…
GitHub ActionsにおけるDockerイメージのビルドとプッシュの専門知識。 専門分野: - docker/build-push-action: 公式アクションの完全な構文とオプション - BuildKit: キャッシュ、マルチステージビルド、最適化戦略 - マルチプラットフォームビルド: linux/amd64、linux/arm64対応 -…
Finds differentially expressed genes (markers) for clusters of T/B cells using Seurat's FindMarkers function.
Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production. — from majiayu000/claude-skill-registry
Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks.
Differential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods.
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR s — from…
Product research: market, competitors, personas, validation, pricing. Triggers: market research, competitor analysis.
Introduce yourself to a newly connected channel. Triggered automatically when a channel is first wired. Send a friendly greeting and brief overview of what you can do.
Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales — from majiayu000/claude-skill-registry
Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience.
Generate and interpret CE alternative and counterfactual explanations, including ensured filters and alternatives-specific plot workflows.
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Modern Python project architecture guide for 2025. Use when creating Python projects (APIs, CLI, data pipelines). Covers uv, Ruff, Pydantic, FastAPI, and async patterns.
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation.
Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell ty — from…
Descreve como usar MCPs relevantes (filesystem, git, runtime) para trabalhar com o projeto Daylyou. — from majiayu000/claude-skill-registry
Serverless GPU compute platform for AI model deployment — web endpoints, GPU functions, model serving, and TypeScript client patterns — from majiayu000/claude-skill-registry
Pinia stores, Vue 3 state patterns. Use when managing client state in Vue applications, choosing between Options/Setup stores, composing stores, or implementing persistence.
Generates src/router/index.ts with Vue Router configuration, hash-based routing, and navigation guards for route protection.
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic — from…
Autonomous agent loop for completing features. Use when asked to 'use ralph', 'ralph this', or to autonomously implement a feature end-to-end.
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM application — from…
Create best-in-class repository scaffolds with modern tooling, security, CI/CD, testing, and documentation. Works for code, data science, ontologies, APIs, and CLI projects.
Interpret GA4, GSC, and SE Ranking data for content optimization. Provides benchmarks, status indicators, and actionable insights. — from majiayu000/claude-skill-registry
Validation agent that validates plan tech choices against current best practices — from majiayu000/claude-skill-registry
Parse ebooks, extract concepts and entities with citation traceability, classify by type/layer, and synthesize across book collections. — from majiayu000/claude-skill-registry
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
[Research] Deep-dive into top sources from web-research. Extract key findings, cross-validate claims, build evidence base.
Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. — from majiayu000/claude-skill-registry
Analyze blog posts for SEO, readability, headline quality, and content structure. Generate meta tags and optimization recommendations with scoring.
Prepares ML models for production deployment with containerization, API creation, monitoring setup, and A/B testing.
Neues Transaktionsmandat strukturiert aufnehmen aus E-Mail, Teaser, NDA, Term Sheet, Teams-Message oder DR-Einladung.
Compare model candidates using weighted metrics and deterministic ranking outputs. Use for benchmark leaderboards and model promotion decisions.
Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for bioch — from…
Use for Core Location API reference - CLLocationUpdate, CLMonitor, CLServiceSession, authorization, background location, geofencing — from majiayu000/claude-skill-registry
Evaluate RFP opportunities using the 6-dimension scoring framework. Use when modifying evaluation criteria, adjusting keyword weights, or implementing AI-based evaluation.
Meta-mathematical connections, cross-domain synthesis, and the Complex Plane as a navigational tool. Classifies problems by quadrant (Abstract/Embodied x Logic/Creativity — from…
Execute beads autonomously within a track. Handles bead-to-bead context persistence via Agent Mail, uses preferred tools from AGENTS.md, and reports progress to orchestra — from…
Waddington's epigenetic landscape: cell fate as gradient flow on potential surfaces, connecting developmental biology to dynamical systems, Schrödinger bridges, and fractional…
Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow — from…
Translate text using free LibreTranslate API. Use when: (1) Translating content between languages, (2) Creating multilingual documentation, (3) Processing international data, or…
Find homologous sequences using iterative BLAST (PSI-BLAST), profile HMMs (HMMER), and reciprocal best hit analysis.
Terraform/Terragrunt のバージョンを管理する。「terraform バージョン」「tfenv」「tgswitch」「tf バージョン切り替え」「terraform インストール」「バージョン確認」「tf version」「terraform 1.5 にして」「tg バージョン」などで起動。 — from…
Advanced intent interpretation system using cognitive science principles and probabilistic intent mapping — from majiayu000/claude-skill-registry
Diagnose and resolve performance issues with Microsoft Fabric User Data Functions. Use when functions are slow, timing out, returning errors, consuming excessive capacity units,…
Build AI applications with OpenAI Agents SDK - text agents, voice agents, multi-agent handoffs, tools with Zod schemas, guardrails, and streaming. Prevents 11 documented errors.
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.