Review SPARTA conversation transcripts and grading with full transparency. Use when asked to review conversations, show transcripts, compare student vs teacher grades, inspect…
**CODEBASE GRAPH v1.0** - '의존성', '그래프', '코드베이스 분석', '함수 관계', '모듈 관계', '아키텍처 분석', 'import 분석' 요청 시 자동 발동. 프로젝트 시작 시 자동 생성. 온톨로지 기반 코드 지식 그래프로 함수→함수, 모듈→모듈 관계를 Edge로 연결.
Process and generate multimedia content using Google Gemini API for better vision capabilities. Capabilities include analyze audio files (transcription with timestamps, s — from…
**API FIRST DESIGN**: 'API 만들어', 'API 설계', '엔드포인트', 'REST', 'Swagger', 'OpenAPI', 'DTO', 'CRUD' 요청 시 자동 발동. *.controller.ts/*.dto.ts/routes/** 파일 작업 시 자동 적용.
Security controls and structured logging implementation. Use when security logging guidance is required.
Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature deve — from…
Analyzes Claude Code session transcripts (JSONL files) to reveal context window content, token usage patterns, and decision-making processes using view_session_context.py tool.
Electron code signing and notarization workflow for macOS, Windows, and Linux distribution.
Based on major plot points, deeply analyze and generate detailed plot point descriptions and plot development explanations.
Parses OpenTelemetry-formatted logs to reconstruct execution traces, extract errors with call chains, and provide AI-powered root cause analysis.
Suggest complementary products that pair well with a given item — side tables for sofas, task lights for desks, etc.
Enterprise AI-powered user expertise detection with behavioral analysis, communication pattern recognition, code complexity assessment, Context7 integration, and adaptive response…
In-depth research on technical topics using web search, documentation, and codebase analysis. Use when asked to 'research', 'investigate', 'find out about', or explore unfamiliar…
Guide for implementing Google Gemini API image generation - create high-quality images from text prompts using gemini-2.5-flash-image model.
Read analysis results. Use when user asks about maximum stress, extracting displacements, reaction forces, or exporting results. Post-processes ODB files.
Edit writing to adopt Paul Graham's exceptionally clear style for research and long-form content - concrete language, varied sentence rhythm, accessible formality, specific…
Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure — from majiayu000/claude-skill-registry
Performs technical research and analysis without implementation. Use when asked to "analyze this", "research this change", "investigate", "what would be involved", "where would…
Generate CSI-formatted specification sections requiring EPDs and setting maximum GWP thresholds. References ISO 14025, ISO 21930, EN 15804.
Gmail API skill for email operations via CLI. Supports reading, drafting, sending, archiving, labeling, and batch operations.
Transforms vague Claude Code prompts into effective ones by applying five principles: add verification criteria, provide specific file paths and context, set constraints on scope…
Message Batches API for Claude with 50% cost savings on bulk processing. Activate for batch jobs, JSONL processing, bulk analysis, and cost optimization.
Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with mandatory sandbox enforcement for safety
Analyze zoning envelope rules for lots in New York City using PLUTO data and the NYC Zoning Resolution
Auto-tag FF&E products with categories, colors, materials, and style tags using AI. Use when the user asks to "enrich", "tag", or "categorize" products, or to fill in missing…
Expert-level research methodology, academic writing, statistical analysis, and scientific investigation
Automated documentation generation, auditing, and remediation with structural anti-skip enforcement. Supports 3 workflows: Generation (greenfield/brownfield), Audit (4-di — from…
Analyze dependencies for updates, breaking changes, deprecations, and migration paths. Generates actionable reports with codebase impact assessment.
Sistema de auto-routing que detecta el tipo de tarea y activa el agente especializado correcto automáticamente. Se activa con cualquier tarea de desarrollo.
OpenAI Codex CLI wrapper — three modes. Code review: independent diff review via codex review with pass/fail gate.
Analyze financial data, calculate financial ratios, and generate analysis reports. Use when the user asks about revenue, costs, profits, margins, ROI, financial metrics — from…
Game UI design using Unity's UI Toolkit (USS/UXML/Flexbox). Includes game UI elements like HUD, health bars, inventory, skill bars, PanelSettings scaling, and Safe Area support.
Enterprise Programming Languages Foundation with AI-powered language selection, Context7 integration, and intelligent multi-language orchestration for optimal technology choices
Check codebases against compliance frameworks (SOC2, GDPR, HIPAA, PCI-DSS). Generates compliance reports with pass/fail status and remediation guidance.
Use before merging PR - final gate ensuring all tests pass, review complete, CI green, and acceptance criteria verified
Use when implementing Apollo caching strategies including cache policies, optimistic UI, cache updates, and normalization. — from majiayu000/claude-skill-registry
**IMPACT ANALYZER v1.0** - '영향도', '영향 범위', '변경 영향', '리팩토링 영향', '이거 바꾸면', '어디에 영향', '위험도' 요청 시 자동 발동. codebase-graph 기반 변경 전파 분석. 직접/간접 영향, 위험도 점수, 테스트 범위 제안.
Enterprise MCP (Model Context Protocol) server development using FastMCP 2.0 with production-grade tools, resources, prompts, and intelligent agent-first design.
Use when the user wants to set, change, or clear git commit co-authors for pair or mob programming. — from majiayu000/claude-skill-registry
Automacao de criacao de branches baseado em tipo de trabalho. Integra com SpecKit para criar branches automaticamente ao iniciar features.
WebGPU fundamentals for high-performance canvas rendering. Covers device initialization, buffer management, WGSL shaders, render pipelines, compute shaders, and web component…
Sistema de scoring temporal para nodes de conhecimento do corpus RAG. Calcula scores de obsolescencia baseado em idade, validacao e acesso.
Generate and update AGENTS.md (CLAUDE.md) for projects using a single template with dynamic per-type tooling injection.
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditin — from…
Expert-level retail systems, POS, inventory management, e-commerce, customer analytics, and omnichannel retail
Complete workflow to refresh the entire media stack after changes - cleanup Real-Debrid, restart Zurg/Rclone mounts, clear caches, verify mount health, and trigger Jellyfin…
Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation.
Multi-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured a — from…
Guide for implementing Google Gemini API image understanding - analyze images with captioning, classification, visual QA, object detection, segmentation, and multi-image — from…
Enterprise EARS (Evaluate, Analyze, Recommend, Synthesize) Framework with AI-powered requirements engineering, Context7 integration, and intelligent solution orchestration for…
Process and analyze user-uploaded file references, extract key information, and provide application recommendations.
Neighborhood context and history — adjacent uses, architectural character, landmarks, commercial activity, and planned development from an address.
Behavioral principle ensuring Claude never guesses when uncertain. Use when Claude's response involves facts it cannot verify, technical claims, or any statement where accuracy…
Creates, modifies, and manages Claude Code subagents by writing agent files with YAML frontmatter, system prompts, and tool configurations.
Use when analyzing frontend/UI layer including components, state management, routing, and API integration (optional - skip if no frontend exists)
Create Obsidian-compatible Mermaid diagrams. Prefer square layouts (TB + subgraph LR), avoid markdown in labels.
**SKILL CREATOR v2.0** - '스킬 만들어', 'skill 만들어', '새 스킬', 'create skill' 요청 시 자동 발동. Anthropic 공식 베스트 프랙티스 기반 프로덕션급 스킬 생성. Progressive Disclosure, 토큰 최적화, 평가 기반 개발 지원.
Opens browser at URL for E2E testing via playwright-cli. Provides CLI commands for navigation, screenshots, and interaction.
Complete workflow for static structural analysis. Use when analyzing stress, displacement, or reaction forces under constant loads. For strength and stiffness evaluation.
Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions. — from majiayu000/claude-skill-registry