Interactive feature development workflow from idea to implementation. Creates requirements (EARS format), design documents, and implementation task lists.
PMTL_VN interaction and accessibility discipline. Use when building or reviewing forms, navigation, dialogs, loading states, empty states, error handling, and interactive…
Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conv — from…
Deep Agents CLI reference and usage guide. Use when the user wants to: (1) Launch or configure the deepagents terminal coding assistant, (2) Set up interactive or non-int — from…
Use when order-of-magnitude cost estimates are needed to assess financial feasibility, compare cost-effectiveness of alternatives, or identify major cost drivers (not for — from…
Analyze checkpoint tests and suggest missing edge cases. Use after writing tests or when reviewing test coverage. Invoke with /edge-cases <problem> <checkpoint>.
Use when user needs LLM system architecture, model deployment, optimization strategies, and production serving infrastructure.
(ePost) Use when reviewing session performance, analyzing improvement trends, or understanding the metrics-capture-detection pipeline
When the user wants to solve large-scale optimization problems using column generation, decomposition methods, or Dantzig-Wolfe decomposition.
Systematic research protocol for discovering novel AI-native software businesses in the synthetic workforce era.
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields. — from majiayu000/claude-skill-registry
Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, architecture & design patterns, limits & quotas, configuration, and…
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or mul — from…
Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.
Modern Rust project architecture guide for 2025. Use when creating Rust projects (CLI, web services, libraries).
Run code in Codex fully isolated sandbox - network disabled, CWD only, Seatbelt/Docker isolation — from majiayu000/claude-skill-registry
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market — from…
Expert skill for developing SillyTavern frontend interfaces and scripts using Tavern Helper framework.
Debug external and internal API failures — timeout, rate limit, authentication, webhook, latency, retry
Code review patterns, feedback principles. Use when reviewing PRs, implementations, or making approval/rejection decisions.
Expert prompt optimization for LLMs and AI systems. Use PROACTIVELY when building AI features, improving agent performance, or crafting system prompts.
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.
MASTER AI: LLM Apps, Advanced RAG, Agents (ReAct/Plan), Prompting (CoT/Few-shot), LangGraph, VectorDBs, RAGAS Eval. Use for ANY AI/LLM task.
SatelliteToolboxGeomagneticField.jl for computing Earth's geomagnetic field using IGRF and dipole models.
Borrow from Aave via credit delegation. Agent self-funds by borrowing against delegator collateral. Supports borrow, repay, health checks. Works on Aave V2/V3.
Optimización evolutiva y paramétrica basada en Fibonacci y el Número Áureo (phi).
Generate security assessment reports in docx format with findings, risk ratings, and remediation recommendations.
Skill conversationnel interactif pour initialiser un nouveau projet ou onboarder un projet existant avec les standards evan-workflow.
Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation — from majiayu000/claude-skill-registry
Révision de courriels et messages Teams en français québécois (OQLF). Déclencher quand l'utilisateur demande de réviser, corriger, améliorer, relire ou vérifier un messag — from…
End-to-end ML system design for production. Use when designing ML pipelines, feature stores, model training infrastructure, or serving systems.
Find fields that have multiple different types across notes (schema violations). Triggers on "schema check", "frontmatter inconsistencies", "metadata violations", "type…
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. — from majiayu000/claude-skill-registry
Get a second opinion from Gemini on code, architecture, debugging, or security. Uses gemini-coach CLI with AI-to-AI prompting for clear, actionable analysis.
Create your model-alignment skill from TRL documentation before learning DPO theory — from majiayu000/claude-skill-registry
Guide users through Slovak VAT Act 2025 compliant vehicle registration with VIN validation
Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds.
Serverless MySQL platform with branching, deploy requests, and edge-compatible driver
Erzwingt striktes Test-Driven Development mit Red-Green-Refactor Zyklus. Blockiert Code-Generierung ohne vorherige Tests. Dokumentiert 13 ungueltige Rationalisierungen.
Research standards/patterns via MCP Ref. Generates Standards Research for Story Technical Notes subsection. Reusable worker. — from majiayu000/claude-skill-registry
Execute and manage Gemini CLI built-in tools including file operations, web search, shell commands, and memory.
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…
Complete API integration guide for Shopify including GraphQL Admin API, REST Admin API, Storefront API, Ajax API, OAuth authentication, rate limiting, and webhooks.
Audits CLAUDE.md, AGENTS.md, GEMINI.md for token budget, prompt cache safety, compact instructions, and cross-agent consistency.
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR — from…
DeFi yield analysis framework — lending rates (AAVE / Compound), liquidity provision (LP) returns, staking yields, yield farming strategies, and risk-adjusted return comparison.
Implement semantic vector search for construction data. Build AI-powered search using embeddings and vector databases (Qdrant, ChromaDB) for intelligent querying of…
Iterative adversarial stress-testing through Red/Blue team dynamics. Red Team generates substantive, steel-manned attacks against propositions; Blue Team responds with defenses,…
Implements efficient API pagination using offset, cursor, and keyset strategies for large datasets. Use when building paginated endpoints, implementing infinite scroll, or…
Vercel AI SDK patterns - providers, text generation, streaming, structured output, tool calling, chat UI hooks, embeddings, and RAG — from majiayu000/claude-skill-registry
Implements vector search with Pinecone for semantic similarity and RAG applications. Use when building embeddings-based search, recommendation systems, or retrieval-augmented…
Use when screening for nonspecific psychological distress or tracking symptom burden over time. Provides K6 and K10 scales with scoring and interpretation guidance.
Gene Set Enrichment Analysis using clusterProfiler gseGO and gseKEGG. Use when analyzing ranked gene lists to find coordinated expression changes in gene sets without arb — from…
Analyze incoming content (text, files, folders, URLs) to extract purpose, create summaries, and identify potential value for the current project.
Cluster TCR/BCR clones by CDR3 sequences using GIANA or ClusTCR (both Faiss-based). Adds `CDR3_Cluster` column to metadata for clonotype analysis.
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR stu — from…
Phaser 3 테트리스 게임 개발 스킬. 테트리스 가이드라인(SRS, Wall Kick, 7-Bag)을 준수하여 구현한다. context7 MCP로 최신 Phaser API를 조회하고, 공식 테트리스 위키를 참고한다. — from majiayu000/claude-skill-registry
Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices — from…
Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive — from…