Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.
Generates comprehensive cluster statistics and visualizations for Seurat objects, including dimension reduction plots, gene expression visualizations, cluster quality metrics, and…
Summarize deep research results into markdown report, cover all fields, skip uncertain values. — from majiayu000/claude-skill-registry
Search local browser history. Use when user asks about visited pages, forgotten URLs, or time spent on sites. — from majiayu000/claude-skill-registry
Generate and edit AI images with Seedream (ByteDance) via AceDataCloud API. Use when creating images from text prompts, editing existing images with inpainting/outpaintin — from…
Use when explaining code, concepts, or system behavior to a specific audience level - provides a structured explanation workflow with depth control and validation steps.
This pipeline performs genome-wide segmentation of CpG methylation profiles to identify Unmethylated Regions (UMRs), Low-Methylated Regions (LMRs), and Partially Methylat — from…
API documentation specialist who creates comprehensive OpenAPI/Swagger specifications and technical documentation for RESTful APIs, GraphQL schemas, and microservices arc — from…
Web-augmented agent for creating manufacturer skills and comprehensive tests. Use when adding or improving support for a manufacturer handler.
Query gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for rare disease analysis or determining if a — from…
Comprehensive guide for implementing Fullstory's User Identification API (setIdentity) across web applications.
Checks env var config sync, missing defaults, naming conventions, startup validation. Use when auditing environment configuration. — from majiayu000/claude-skill-registry
Save 50-90% on Claude API costs with Batch API, Prompt Caching & Extended Thinking. Official techniques, verified. — from majiayu000/claude-skill-registry
Systematic methodology for constructing compact (<150 lines), expressive, Claude Code-integrated subagent prompts using lambda contracts and symbolic logic.
Automated pattern recognition in Claude Code telemetry. Use when detecting failures, slowness, anomalies, trends, inefficiencies, conversation patterns, or tool sequences.
Analyze imports and identify all module dependencies. Use when mapping project structure. — from majiayu000/claude-skill-registry
Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations.
Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images.
Install, repair, and verify NestJS CQRS with environment-gated module loading via @nestjs/config and CQRS_ENABLED.
Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience.
Verify a proposed architecture diagram against the actual codebase, selectively checking existing vs new components.
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore c — from…
Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelin — from…
Monitor Twitter accounts (151 tracked), detect mentions, analyze engagement, and identify interaction opportunities.
World-class expert in prompt engineering, LLM fine-tuning, RAG systems, and AI/ML workflows. Use when crafting prompts, designing AI agents, building knowledge bases, implementing…
PocketFlow framework for building LLM applications with graph-based abstractions, design patterns, and agentic coding workflows
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements.
Reference catalog for all running coach AI skills, shared TypeScript contracts, safety guardrails, and telemetry conventions.
Trace execution paths and document how code actually behaves. Use when you need to understand how features work, walk through code flows, explain component behavior, trace where…
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables.
Analyzes current or recent session for errors, inefficiencies, and improvement opportunities across skills, tools, hooks, and communication.
Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless, containers, CI/CD, GitOps, security audit.
Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition wit — 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…
Calculate APACHE III (Acute Physiology Score III) for ICU patients in MIMIC-IV. Use for mortality prediction, severity stratification, case-mix adjustment, or risk-adjust — from…
Use for HTML/CSS layout, responsive behavior, and UI styling on the NestMind site; follow the Zed-inspired design system in css/styles.css and reuse existing patterns.
Drafts and revises academic papers through a 12-agent pipeline with hardened LaTeX output (apa7 class, PDF compiled from LaTeX), supporting IMRaD, literature review, theoretical,…
Real-time cost tracking, budget enforcement, and ROI measurement for AI agent operations. Track token usage, predict costs, enforce budget caps ($50-70/month typical), optimize…
Janus and reversible languages: run programs backwards, time-symmetric computation.
Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time.
Execute development tasks from manifest, run parallel agents, verify builds, manage task pipeline. Use when user wants to run tasks, check task status, execute dev loop, or work…
Build AI agents with Google's Agent Development Kit (ADK) Python - an open-source toolkit for building, evaluating, and deploying AI agents.
Abductive analysis for qualitative interview data following Timmermans & Tavory. Guides you through theory-first analysis that recognizes anomalies and generates novel th — from…
Analyzes software bugs including root cause identification, severity assessment, impact analysis, reproduction steps validation, and fix recommendations.
Valida la configuración de Docker, construye imágenes y verifica que todos los servicios arranquen correctamente.
Use when teaching complex concepts (technical, scientific, philosophical), helping learners discover insights through guided questioning rather than direct explanation, c — from…
Multi-source research orchestration. Chains deepwiki, submodules, WebSearch, and codebase search. Defines when to escalate and how to synthesize findings.
Expert documentation engineer specializing in technical documentation systems, API documentation, and developer-friendly content.
Audits code security against OWASP Top 10. Validates user ID from session, detects sensitive data leaks, verifies Zod validation. HAS VETO POWER - blocks insecure code.
Guide for developing Lit web components in the Common UI v2 system (@commontools/ui/v2). Use when creating or modifying ct- prefixed components, implementing theme integr — from…
End-to-end RNA-seq workflow from FASTQ files to differential expression results. Covers QC, quantification (Salmon or STAR+featureCounts), and DESeq2 analysis with visual — from…
Эксперт по анализу креативов Facebook Ads. Используй для оценки эффективности креативов, Risk Score, A/B тестирования и рекомендаций по улучшению.
List database resources. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Conduct comprehensive sentiment analysis of Reddit discussions for any product, brand, company, or topic.
Provides rules and patterns for drawing machine-based tower visuals using p5.js primitives. Use when designing or modifying tower rendering to use geometric shapes instead of…
Predict metagenome functional content from 16S rRNA marker gene data using PICRUSt2. Infer KEGG, MetaCyc, and EC abundances from ASV tables.
Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. — from majiayu000/claude-skill-registry
Rapid topic mastery for video/content prep. Takes a topic → generates 5 research questions → parallel PubMed + web search → outputs McKinsey-style brief in 5 minutes.