Walk Claude through PyDESeq2-based differential expression, including ID mapping, DE testing, fold-change thresholding, and enrichment visualisation.
Prepares Pine Scripts for publication in TradingView's community library with proper documentation and compliance.
Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy.
Implement UI using Shadcn MCP (atoms/theme) and 21st.dev MCP (complex sections). Use when adding buttons, layouts, or generating landing pages.
Execute model training with optimization algorithms. Use when running training loops on datasets.
Create and validate domain agents. USE WHEN create agent, new agent, agent structure, validate agent, check agent, domain agent. AgentSearch('create-agent') for docs.
KI-System-Inventar nach EU-KI-VO (VO 2024/1689) – erfasst je KI-System Rolle (Anbieter, Betreiber, Einführer, Händler, Bevollmächtigter, Produkthersteller) und Risikoklas — from…
AI self-improvement analyst. Tracks AI agent mistakes, analyzes failure patterns, and proposes system improvements.
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports.
When the user wants to optimize task assignments, match workers to jobs, or solve assignment problems.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Complete FastAPI production system. PROACTIVELY activate for: (1) Project structure (scalable layout), (2) Pydantic schemas (input/output separation), (3) Dependency injection,…
Expert guidance for building AI agents with ToolLoopAgent (AI SDK v6+). Use when creating agents, configuring stopWhen/prepareStep, callOptionsSchema/prepareCall, dynamic — from…
Scrape and analyze Reddit for real user signals about product viability, pain severity, willingness to pay, and competitor saturation.
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
Optimizes API performance through payload reduction, caching strategies, and compression techniques. Use when improving API response times, reducing bandwidth usage, or i — from…
Ingest and organize raw career data from Obsidian notes, CSV files, zip archives, and markdown documents into the Universal CV portfolio system.
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.
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
Multi-persona analytical framework for comprehensive code review and decision-making — from majiayu000/claude-skill-registry
Design consistent RESTful API endpoints, request/response formats, and error handling patterns. Use when creating new API routes, designing API structure, planning…
Personality-tuned AI for the S (The Supporter) DISC type. Adapts AI tone, structure, and feedback to be patient, reliable, and team-oriented. Powered by Crystal's DISC framework.
Generate codemods for large-scale code changes. Use when refactoring patterns across many files. — from majiayu000/claude-skill-registry
Stream outputs from LangChain agents and models - includes stream modes, token streaming, progress updates, and real-time feedback
Deep code review with web research. USE WHEN user says 'double check against latest', 'verify versions', 'check security'.
LLM completions (text and VLM) via scillm/Chutes.ai. Two main patterns: (1) VLM for image/figure/table description, (2) Text for batch extraction, summarization, JSON extraction.
Pinia official Vue state management library, type-safe and extensible. Use when defining stores, working with state/getters/actions, or implementing store patterns in Vue — from…
Triggered by "monthly recap", "how did I do this month", "spending summary", "financial review", "weekly recap", "quarterly review", "year in review — from…
Image generation, editing, and review via OpenRouter API. Five models from budget to premium. Style presets for series consistency, JSON structured prompts, reference image…
Design Service Level Objectives (SLOs) with SLIs, targets, alerting thresholds, and error budget calculations following Google SRE best practices.
Build LiveView: async data (assign_async), PubSub (check connected?), phx-change events, form components/modals/uploads, streams for lists, live_patch.
Wettbewerbs- und Kartellrecht im Energiesektor prüfen: Marktmacht, Diskriminierung, Missbrauch. Normen: §§ 18 ff. GWB, Art. 101 102 AEUV, EnWG.
Transform a Vibes app into a multi-tenant SaaS with subdomain-based tenancy. Adds Clerk authentication, subscription gating, and generates a unified app with landing page, tenant…
Propose structured interpretations of underspecified requests. Use when a user's request is vague or incomplete but reasonable assumptions can be made.
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
Generate or edit images using Google Gemini API via nanobanana. Use when the user asks to create, generate, edit images with nanobanana, or mentions image generation/editing tasks.
Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics.
Scan all artifacts for confidence metadata and report staleness using pure derived scoring.
Run OpenAI Codex CLI as a subagent for second opinions, code reviews, and questions. Use when you want a different AI model's perspective.
Business analysis expert who drives project discovery, market research, and requirements validation within the BMAD methodology — from majiayu000/claude-skill-registry
Data scientist specializing in startup analytics, user behavior tracking, and metrics analysis for Lean Startup and Customer Development methodologies.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable. — from majiayu000/claude-skill-registry
Reference collection of official Anthropic skills for learning and best practices study.
Research current online documentation and information. Use when working with external libraries, frameworks, APIs, services, version-specific issues, trends, or any topic — from…
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects.
Craft Instagram feed posts (Reels, carousels, single images) optimized for the December 2025 algorithm.
Execute BioETL py-config-bot profile for role-specific workflow and constraints. — from majiayu000/claude-skill-registry
Track and analyze Indian stock market news, corporate announcements, SEBI circulars, bulk/block deals, and earnings calendars.
Use when turning an approved SpecRail product and technical spec into the numbered `tasks.md` plan. Creates stable task IDs, owners, done-when conditions, verification commands,…
Generates systematic z-index tokens for layering management. Use when organizing stacking contexts, modal/dropdown z-index, tooltip layers, or fixing z-index conflicts.
Audit websites for SEO, technical, content, security, JS rendering, and AI readiness using SEOmator CLI.
Synchronizacja KFG między urządzeniami (Windows/Android). Triggers: sync KFG, updatekfg, zaktualizuj — from majiayu000/claude-skill-registry-data
Configure Vapi server URLs and webhooks to receive real-time call events, transcripts, tool calls, and end-of-call reports.
Deploy, manage, and optimize vector databases for AI applications. Covers Qdrant, Weaviate, pgvector, and Pinecone — collection management, indexing strategies, backup, and…
Codex-compatible cancel command for Ralph loop state, preserving the original command name. — from majiayu000/claude-skill-registry
Use when CLAUDE.md is bloated or ineffective. Use when Claude ignores instructions, file exceeds 150 lines, response formatting rules aren't working, or user asks to…
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields — from majiayu000/claude-skill-registry
Von Holst reafference and corollary discharge for behavioral verification and signal processing
Frontend UI/UX design intelligence - activate FIRST when user requests beautiful, stunning, gorgeous, or aesthetic interfaces.