Content & Media

Analyze project briefs to resolve architectural ambiguity before tech stack selection. Determines greenfield vs brownfield, platform constraints, integration requirements, scale expectations, and team context. Produces architecture-context.json for downstream skills.

Export WeChat chat history using chatlog server. Use when user mentions WeChat, exporting chats, chat history, or WeChat messages. Requires chatlog server running locally.

Comprehensive research workflow for feature implementation planning. Use this skill when gathering information about how to implement features, understanding technology choices, researching APIs and libraries, or exploring implementation approaches. Combines web search for general research with Context7 for API documentation, and includes structured questioning to clarify requirements.

Automatically convert arXiv papers to well-structured Markdown documentation. Invoke with an arXiv ID to fetch materials (LaTeX source or PDF), convert to Markdown, and generate implementation-ready reference documentation with preserved mathematics and section structure.

Comprehensive coding standards for MetaSaver TypeScript projects including SOLID principles, DRY/KISS/YAGNI guidelines, error handling with AppError hierarchy, structured logging with Pino, and code organization rules. Use when implementing features, refactoring code, or establishing coding patterns.

Guides correct usage of @j0kz/mcp-agents standardization and automation scripts including version.json single source of truth, test count automation, URL casing rules, and critical workflow pattern...

Implements right-to-left (RTL) UI patterns for Arabic interfaces using Tailwind CSS, covering layout direction, icon mirroring, typography, and spacing constraints for bidirectional applications

API documentation, tutorials, guide writing, and developer content strategy.

Image processing for basic edits and color adjustments. Use this skill when users request image operations like resize, rotate, crop, flip, or color adjustments (brightness, contrast, saturation). Supports both uploaded images and images from URLs.

React/Vite 컴포넌트 빌드, 성능 최적화, Tailwind CSS 스타일링, shadcn/ui 컴포넌트 활용, 접근성 검토. 프론트엔드 기능 개발, UI 이슈 디버깅, 컴포넌트 코드 리뷰 시 사용.

Create and configure VoltAgent AI agents with tools, memory, hooks, and sub-agents. Use when building AI agents, adding agent tools, configuring VoltAgent memory, creating multi-agent workflows, or debugging VoltAgent integrations.

Runs and controls TUI applications inside Kitty terminal tabs using Kitty's remote control interface. Use when asked to run a TUI app, start a dev server in a new tab, or check/inspect output from a running TUI application.

Automatically logs every user prompt and AI output to datewise Notion pages. Use this skill to create a comprehensive archive of all AI interactions, track research progress, maintain conversation history, and build a searchable knowledge base. The skill creates one JSON file per day with all interactions and can export them to Notion in a structured format.

Complete knowledge domain for Cloudflare R2 - S3-compatible object storage on Cloudflare's edge network.Use when: creating R2 buckets, uploading files to R2, downloading objects, configuring R2 bindings,setting up CORS, generating presigned URLs, multipart uploads, storing images/assets, managing objectmetadata, or encountering "R2_ERROR", CORS errors, presigned URL failures, multipart upload issues,or storage quota errors.Keywords: r2, r2 storage, cloudflare r2, r2 bucket, r2 upload, r2 download, r2 binding, object storage,s3 compatible, r2 cors, presigned urls, multipart upload, r2 api, r2 workers, file upload, asset storage,R2_ERROR, R2Bucket, r2 metadata, custom metadata, http metadata, content-type, cache-control,aws4fetch, s3 client, bulk delete, r2 list, storage class

Use this skill when developing Streamlit applications with uv package manager. Covers project setup, running apps, testing (unit/e2e), and development workflows. Trigger when user mentions "streamlit", "uv run streamlit", "streamlit testing", or asks about building data apps with Python.

Track pharmaceutical M&A, licensing, and investment deals. Use for competitiveintelligence, market analysis, and identifying partnership opportunities.Keywords: deals, M&A, licensing, partnership, collaboration, acquisition, pharma deals

Analyzes stack traces, identifies log patterns, provides error solutions, and guides performance profiling, memory debugging, and distributed tracing. Use when debugging errors, analyzing logs, profiling performance, detecting memory leaks, or tracing distributed systems.

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.

Build persistent project knowledge using checkpoint/recall. Activates when fixing bugs, making decisions, or investigating past work. Creates automatic knowledge base through systematic checkpointing and semantic recall.

formative-assessment design for effective learning measurement.