Total 50,653 skills, AI & Machine Learning has 8491 skills
Showing 12 of 8491 skills
Optimizes Claude Code memory files in 4 interactive steps: removes duplicates, migrates rules to CLAUDE.md/rules files, compresses remaining entries, validates with cleanup. Typical reduction: 30-50% on token count.
Converse with wisdom mentors — embody the thinking style, worldview, and philosophy of selected intellectual teachers for deep dialogue. Available mentors: Naval Ravikant (wealth, happiness, rational Buddhism), Daniel Schmachtenberger (metacrisis, civilizational design, systems thinking), Mihaly Csikszentmihalyi (flow, optimal experience, creativity), J. Krishnamurti (consciousness, freedom, self-inquiry), Ken Wilber (integral theory, AQAL, stages of development), Thích Viên Minh (Theravāda meditation, present reality, innate awareness), Trần Việt Quân (education, 3 Roots philosophy, kindness community), Thích Nhất Hạnh (mindfulness, interbeing, engaged Buddhism, compassion), Sư Tâm Pháp (Vipassanā, four postures meditation, direct experience, forest monk tradition), Thu Giang Nguyễn Duy Cần (Lao-Zhuang philosophy, art of living, self-education, inner courage), Minh Niệm (heart understanding, emotional healing, modern Buddhist psychology, mindful living). Use when the user wants to: (1) talk to or chat with a specific thinker/mentor, (2) get a perspective from a specific philosopher, (3) explore ideas through dialogue with a wisdom figure, (4) ask "what would [name] say about...", (5) learn a thinker's philosophy through conversation. Also supports adding new custom mentors via template.
This skill should be used when the user asks to "break down tasks", "create a task list", "plan implementation", "decompose architecture", "create agent tasks", "plan MVP build", "break down feature", "create execution plan", or mentions task breakdown, agent development workflow, or implementation planning. Two-phase workflow for AI agent development with granular, testable tasks.
News search, news summarization, news aggregation, hot news, latest news, news organization, news collection. Helps you search for relevant news from the past few days (12-25 articles), generate a beautiful HTML summary page, each news article has a summary and AI in-depth interpretation function, and automatically opens the browser to display it
Reviews and grades an agent skill directory (SKILL.md plus supporting resources) for specification compliance, clarity, token efficiency, safety, robustness, and portability. Use when a user wants a rubric-based critique with a weighted score/grade and concrete, minimal patch suggestions.
Advanced Gemini 3 Pro features including function calling, built-in tools (Google Search, Code Execution, File Search, URL Context), structured outputs, thought signatures, context caching, batch processing, and framework integration. Use when implementing tools, function calling, structured JSON output, context caching, batch API, LangChain, Vercel AI, or production features.
Project scaffolding and management for vibe coding. Initializes opinionated documentation structure, tracks features, and keeps agent context updated. Use when: setting up a new project, tracking features, viewing project status, or managing documentation. Works with Claude Code, OpenCode, Codex CLI, and other skills-compatible agents.
Orchestration mode for implementation tasks. Manages the plan → code → review loop. Use /orchestrate <requirements> or let /implement invoke it.
Coordinate Claude Code Agent Teams through filesystem-based protocol. Use when orchestrating multiple Claude agents on parallel tasks, need task dependency management, multi-agent code review or implementation. Do not use when single-agent work suffices, task is not parallelizable.
Analyze media files (PDFs, images, diagrams) that require interpretation beyond raw text. Extracts specific information or summaries from documents, describes visual content. Use for document analysis, image understanding, diagram interpretation, chart analysis, table extraction, and any media requiring visual or contextual interpretation beyond literal text extraction.
Used when you need to perform Discover (reverse engineering) on legacy projects with existing code, consolidate repository facts into `.aisdlc/project/`, and you find that AI or teams frequently guess entry points and boundaries, have duplicate writing of indexes and details, or lack evidence chains leading to repeated rework.
Expert-level AI implementation, deployment, LLM integration, and production AI systems