Use when creating new skills, editing existing skills, or verifying skills work before deployment — from majiayu000/claude-skill-registry
Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead — from majiayu000/claude-skill-registry
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format.
Select and configure linear solvers for systems Ax=b in dense and sparse problems. Use when choosing direct vs iterative methods, diagnosing convergence issues, estimating…
Identifying, measuring, and mitigating algorithmic bias to ensure equitable outcomes in AI systems.
Intro skill for designing and implementing assertions. Use when starting a new protocol to map invariants before writing assertions or tests.
Run load tests and profile applications with Locust, py-spy, and database query analysis
Build autonomous AI agents with Claude Agent SDK. Structured outputs (v0.1.45, Nov 2025) guarantee JSON schema validation, plugins system, hooks for event-driven workflow — from…
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…
Navigate the Tidal API specification (23,000+ lines OpenAPI spec). Use when implementing Tidal API integrations, adding new endpoints, or understanding API structure.
Fastify framework patterns including routing, plugins, and decorators. Use when building Fastify APIs. — from majiayu000/claude-skill-registry
Enforces TheOne Studio Unity development standards including C# coding patterns, Unity architecture (VContainer/SignalBus and TheOne.DI/Publisher), and code review guidelines.
太初有道，道生代码。从零搭建 React19+TailwindV4+Vite 前端、FastAPI Python 后端、Go Gin 后端、Taro 4.x 小程序。用户说"新建项目"、"初始化"、"从零开始"、"搭建项目"、"创建项目"、"生成落地页"、"生成官网"、"生成 Landing Page"、"动画提升"、"动效升级"、"新建 — from…
Systematic investigation and root cause analysis. Use when debugging persistent issues, understanding complex systems, or before making architectural decisions.
Audit codebase for agentic layer coverage and identify gaps. Use when assessing agentic layer maturity, identifying investment opportunities, or evaluating primitive cove — from…
Model interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots.
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative…
SatelliteToolboxGravityModels.jl for spherical harmonic gravity field computation. Use when loading gravity models (EGM96, EGM2008), computing gravitational acceleration — from…
Neue Abwesenheit oder neuen Urlaubseintrag im Register anlegen – mit allen für die Fristenberechnung nach BUrlG, EFZG, MuSchG und BEEG notwendigen Informationen.
Manage Eufy Security (HomeBase S380 + SoloCam S340/E340) from the `eufy` CLI—capture snapshots, forward alarms to the Tuya hub, and change guard/alarm modes through…
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring ne — from…
Audit manuscript and replication package against FAIR open-science principles.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns). — from majiayu000/claude-skill-registry
Übt deutsche und europäische Rechtsgeschichte für Studierende — römisches Recht und die BGB-Entstehung 1900, NS-Unrechtsjustiz und die Folgen der Radbruchschen Formel, SE — from…
Decomposes scope into Epics, Stories, and RICE priorities. Use when user has project scope and wants full Agile breakdown. — from majiayu000/claude-skill-registry
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.
Automatically documents conversations by appending to CLAUDE.local.research.md (Research) or CLAUDE.local.task.md (Task).
git, gh, npm等の開発ツールガイド。 Use when gitコマンド実行、ブランチ管理、または CLI, コマンドライン, バージョン管理, ブランチ, コミット に言及時。
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference.
Main coding agent for autonomous harness system. Continues work from previous sessions, implements one feature per session, coordinates with testing and review skills, an — from…
Execute a single task with Pathfinder/Builder/Inspector crew. Self-fetches work from Beads.
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity — from majiayu000/claude-skill-registry
Read-only external knowledge gathering via ODIN's 5-tier doc ladder (Official docs → API refs → Books/papers → Tutorials → Community).
Apply Charlie Munger's latticework of mental models to any problem. Use when user requests decision analysis, says "help me think", "apply mental model", mentions model names…
Parse HEC-RAS compute output from HDF files to extract execution status, diagnostic messages, and performance metrics.
Taxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches.
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments.
Monitor sessions/ directory health. Detects date subdirectories (anomaly), counts files, validates naming conventions, and tracks disk usage. Returns health status.
Sector rotation continuous monitoring via Longbridge — 6–12 month trend tracking across economic cycles (recovery / overheating / stagflation / recession), identifies leading…
Japanese brand design guidelines with traditional color palettes (伝統色), typography (ゴシック体/明朝体), ma (間) spacing, wabi-sabi (侘寂) aesthetics, and logo design for Japanese characters.
Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. Calculate QC metrics, filter spots/cells, normalize counts, and identif — from…
Get a second opinion from Gemini on code, architecture, debugging, or security. Uses direct Gemini API calls — no CLI dependencies.
Use when implementing in-person payments with Terminal or issuing cards with Stripe Issuing. Invoke for POS terminal setup, card reader integration, in-person payment processing,…
Analyze population structure using PCA and admixture analysis with PLINK and ADMIXTURE. Identify population clusters, assess ancestry proportions, visualize genetic struc — from…
Prompt rhetoric coach — deterministic scoring and restructuring using Anthropic best practices
Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion.
Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying re — from…
Überwacht die interne KI-Richtlinie auf Abweichungen von der gelebten Praxis — wöchentlicher Abgleich gespeicherter Folgenabschätzungen, Triage-Ergebnisse und Anbieterprü — from…
Five-skill sequence for 'what am I missing?' - Collide → Critique → Scale → Synthesize → Simplify. Use when you suspect you're not seeing something.
Add human oversight to LangChain agents using HITL middleware - includes interrupts, approval workflows, edit/reject decisions, and checkpoints
Scaffold, test, document, and debug REST and GraphQL APIs. Use when the user needs to create API endpoints, write integration tests, generate OpenAPI specs, test with curl, mock…
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational mate — from…
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. — from majiayu000/claude-skill-registry
Configure WaveCap LLM-based transcription correction. Use when the user wants to enable/disable LLM correction, change models, tune prompts, or optimize correction qualit — from…
List recent threads. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Generate visual hierarchy diagrams of agent system showing levels and delegation. Use for documentation or onboarding. — from majiayu000/claude-skill-registry
When the user wants to solve Split Delivery VRP (SDVRP), allow customers to be visited multiple times, or optimize routes where demand exceeds vehicle capacity.
CLI-first tool selection policy for Claude Code. Use when choosing between CLI tools and MCP servers, designing new agents, or reviewing agent tool configurations.
Cynefin sense-making framework categorizing problems as Simple, Complicated, Complex, Chaotic, or Confused to select the right approach.
Generate pixel art diagrams and infographics in retro 16-bit SNES aesthetic — recovery education visuals, flowcharts, data visualizations, process diagrams with dithering — from…