Pricing Research is a sophisticated analytical skill designed to systematically investigate price-related questions including customer price sensitivity, competitive pricing…
[Research] Deep-dive into top sources from web-research. Extract key findings, cross-validate claims, build evidence base.
Manage Google Cloud Secret Manager for storing and fetching environment secrets. Use when working with deployment, secrets, or gcloud commands.
Language-agnostic testing principles including TDD, test quality, coverage standards, and test design patterns.
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
Create and configure Claude Code agents with YAML frontmatter, tool selection, model specification, and naming conventions.
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。
High-dividend stock screen via Longbridge — analyse high-dividend-yield strategies for A-shares / HK / US, filter for sustainable payout (reasonable payout ratio, free-cash-flow…
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
Semantic code research across GitHub repositories for finding implementations, patterns, and conducting PR/security reviews.
Guide Claude through SCSA, MetaTiME, CellVote, CellMatch, GPTAnno, and weighted KNN transfer workflows for annotating single-cell modalities.
Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs. — from majiayu000/claude-skill-registry
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, conn — from…
Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding — from…
Provides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity search, and vector management for Java applications.
Reinforcement Learning with Leave-One-Out estimation for policy optimization. Covers RLOOTrainer, reward function integration, baseline estimation, and variance reduction…
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools.
Genera la newsletter semanal de DevExpert recopilando contenido de X, YouTube, PostFlow y bookmarks. Crea borrador en Listmonk para revisión.
Create publication-quality visualizations of immune repertoire data including circos plots, clone tracking, diversity plots, and network graphs.
AI workplace strategy consultant that builds office space programs through conversation — area splits, room schedules, seat counts, and reports.
Gather external context on a topic. Use when you need industry trends, best practices, evidence base, and recent developments before analysis.
Create new Claude Code Agent Skills in Japanese with proper SKILL.md format, trigger design, and evaluation methods.
Use when creating new skills, editing existing skills, or verifying skills work before deployment — from majiayu000/claude-skill-registry-data
Quality control and normalization for metabolomics data. Covers QC-based correction, batch effect removal, and data transformation methods.
SatelliteToolboxCelestialBodies.jl for computing Sun and Moon positions and velocities in the MOD frame.
Deep exploration and synthesis workflow with dynamic planning and hub-and-spoke coordination. Use for deep analysis, codebase understanding, or thorough investigation of — from…
Write database models following the Epic architecture patterns. Use when creating Active Record models for database tables with CRUD operations.
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, loop, or fail silently.
Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, videos, or other know — from…
Defines form field specifications including validation rules, error states, and submission behavior. Updates the "フォーム仕様" section in screen spec.md.
Use this whenever a user wants to add a new feature or explitly states to research a feature/API or building a plan for a new feature.
Turn rich agent answers and any file, folder, URL, or export into a polished single-file HTML page. Auto-picks a default route plus 17 concrete design systems (teaching,…
Settlement vs. hearing decision analysis with probability-weighted outcomes. Compares settlement offers against hearing expected value using BATNA, assesses owner holdout risk,…
Design referral programs for newsletter growth. Use when: (1) Creating a new referral program, (2) Choosing referral rewards, (3) Writing referral copy in Spanish, (4) Pl — from…
Use when stuck, facing a complex bug, or need root cause analysis — 5 whys, bisection, inversion techniques
Write and maintain self-contained ExecPlans (execution plans) that a novice can follow end-to-end; use when planning or implementing non-trivial repo changes.
OpenAI official SDK usage (Python, Node.js). Use when: writing code that calls OpenAI API, implementing chat/embeddings/images/audio features, handling streaming responses, async…
Use when setting up MCP servers for the first time or verifying MCP configuration. Ensures token-efficient and context-graph MCP servers are properly installed and configured with…
List all vector namespaces. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy.
Expert in forecasting, signal detection, and market intelligence. Specializes in time-series analysis, social listening, and predictive modeling for business trends.
Maps a startup's competitive landscape, scores moat strength across 6+ dimensions, and generates an investor-ready competition narrative with positioning map.
Apply Chain-of-Verification (CoVe) prompting to improve response accuracy through self-verification. Use when complex questions require fact-checking, technical accuracy — from…
Summarizes the complete lifecycle of a bug across code versions, tracking its introduction, detection, fixing attempts, and regression history.
Validation agent that validates plan tech choices against current best practices — from majiayu000/claude-skill-registry
Script Kit GPUI codebase architecture. Use when navigating the codebase, understanding module structure, or tracing data flow.
Role definition for code reviewer agents. Defines review criteria, feedback patterns, and approval workflows. Use to understand how to review PRs and provide constructive feedback.
Structure and derive research formulas when the user wants to 推导公式, derive a theory line, build equations from a problem statement, clarify assumptions, separate formal d — from…
Interactive debugging companion for Hive agents - identifies runtime issues and proposes solutions
Build AI agents with Cloudflare Agents SDK on Workers + Durable Objects. Provides WebSockets, state persistence, scheduling, and multi-agent coordination.
Processes incoming emails for Unite-Hub. Extracts sender data, identifies communication intents, links to CRM contacts, analyzes sentiment, and updates contact records wi — from…
Debug ML training issues and optimize performance including loss divergence, overfitting, and slow convergence — from majiayu000/claude-skill-registry
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers.
CS-GUIDE.md 업데이트 시 기존 CS 문서들을 새로운 가이드에 맞춰 동기화합니다. "CS 동기화", "CS 싱크", "가이드 반영" 요청 시 사용하세요. — from majiayu000/claude-skill-registry
Build reliable, fast E2E test suites with Playwright and Cypress. Critical user journey coverage, flaky test elimination, CI/CD integration.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more.
Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration. — from majiayu000/claude-skill-registry
Write system prompts, tool docs, and agent definitions. Combines research-backed prompt engineering (+15-30% measured improvements) with project XML conventions.
Technical "Documentarian" for codebase analysis. Specializes in mapping existing systems, tracing data flows, and identifying patterns without introducing design changes.