Saves learning notes from the current conversation. Classic mode makes concise notes, Mastery mode keeps detailed training artifacts. — from majiayu000/claude-skill-registry
Plan and execute a bounded, non-trivial repository change with explicit verification and reporting. Use when code, config, docs, or operational surfaces change in a meaningful way…
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensio — from…
Z.AI CLI 提供： - 视觉：图像/视频分析、OCR、UI 到代码、错误诊断（GLM-4.6V） - 搜索：带有域名/时间过滤的实时网络搜索 - 阅读器：网页到 Markdown 提取 - 仓库：通过 ZRead 进行 GitHub 代码搜索和阅读 - 工具：MCP 工具发现和原始调用 - 代码：TypeScript 工具链…
Create new AI-powered features using xAI Grok. Use when user mentions "new AI feature", "add Grok", "create prompt", "AI analysis", or "generate with AI".
Optimize CLAUDE.md files and Skills for Claude Code CLI. Use when reviewing, creating, or improving system prompts, CLAUDE.md configurations, or Skill files.
Fetches additional perspectives from OpenAI Codex and Google Gemini for architecture, review, and debugging. Transparently displays all LLM calls.
Help users understand and respond to competition. Use when someone is positioning against competitors, evaluating market threats, running competitive war games, or decidi — from…
Use when setting up a new project for AI-agent-driven management, generating OKR, connecting GitHub as a command center, or when user says "init project", "настрой проект", "set…
Master controller for complete autonomous operation. Use when starting full autonomous projects, managing end-to-end workflow, controlling autonomous lifecycle, or runnin — from…
Evaluate captured screenshots for layout issues, masked elements, and rendering problems. Use after taking screenshots to validate visual correctness and automatically resize…
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart crop — from…
Compare cost estimates across projects, versions, and scenarios. Identify variances, benchmark against standards, and generate comparison reports.
Google Gemini CLI orchestration (v0.22.0+) for AI-assisted development. Capabilities: second opinion/cross-validation, real-time Google Search grounding, codebase architecture…
Automatically detect and normalize Hi-C data. Only .cool or .mcool file is supported. All .mcool files are then checked for existing normalization (supports bins/weight o — from…
Эксперт по data annotation. Используй для ML labeling, annotation workflows и quality control. — from majiayu000/claude-skill-registry
Transform thousands of wedding photos and hours of footage into an immersive 3D Gaussian Splatting experience with theatre mode replay, face-clustered guest roster, and A — from…
Spawn PAI agents via MCP factory tool. Loads identity, injects RAG context, validates spawn chain, and executes via Task().
Convert code repositories to formatted text for LLM analysis. Use when the user wants to send code to Gemini, Claude, or other LLMs for debugging, code review, or analysis.
Einen Community-Skill, der über den Hub installiert wurde, ohne Dateilöschung deaktivieren. Einsetzen, wenn der Nutzer einen Community-Skill vorübergehend stilllegen möch — from…
Guide for creating specialized Claude Code subagents with proper YAML frontmatter, focused descriptions, system prompts, and tool configurations.
Use when factual claims in a science blog essay need verification with source URLs, or when proactive research enrichment would strengthen an argument.
Plan and execute integrative analysis combining multiple ENCODE experiments for cross-dataset or multi-omic workflows.
Execute 1-2+ hour tasks autonomously with minimal supervision. Requires Task Contract (OUTCOME, EXCLUSIONS, DURATION, GUARDRAILS) upfront, then executes with clarification → plan…
Skill for configuring the CrestApps MCP Server feature in Orchard Core. Covers server authentication, exposing tools, adding MCP prompts and resources through the UI, and custom…
Deep pre-execution analysis framework using four philosophers (Socrates, Aristotle, Feynman, Drucker) for structured critical thinking before implementing plans.
General-purpose timeout estimation skill. Trains dual models (duration regression + risk classification) from corpus data and observation feedback.
Look up current research information using Perplexity Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.
Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embed — from…
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality re — from…
Deploy production recommendation systems with feature stores, caching, A/B testing. Use for personalization APIs, low latency serving, or encountering cache invalidation,…
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualizati — from…
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Track and analyze Claude Code usage statistics for CircleTel development. Use to monitor productivity, track model usage, view usage streaks, and optimize development workflow…
Fast ticker analysis for /analysis page. Provides quick BUY/SELL/HOLD recommendations based on technical indicators, recent news, and basic fundamentals within seconds.
This SOP compares evaluated brazil-bench attempts across multiple dimensions to produce a ranked leaderboard and detailed comparison summary.
Create and manage agentic wallets with Privy. Use for autonomous onchain transactions, wallet creation, policy management, and transaction execution on Ethereum, Solana, and other…
Pre-mortem analysis that imagines a plan has failed, then works backward to identify causes and preventions.
Use when the user asks why something happened, what’s wrong, root cause analysis, debugging, or incident explanation. — from majiayu000/claude-skill-registry
Systematically investigate bugs, test failures, build errors, performance issues, or unexpected behavior by cycling through characterize-isolate-hypothesize-test steps.
MAGI 2號機 - 守護者視角分析 (Gemini via MCP)。作為 MAGI 三機平行討論的一員，從品質、可維護性、最佳實踐角度分析任務。觸發條件：MAGI 系統啟動時自動平行調用。
Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox proportional hazards models
General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert opinions.
Translation and localization guidelines for KoboToolbox content from English to Spanish. Use when translating KoboToolbox materials including: (1) Academy courses and edu — from…
Model Context Protocol (MCP) implementation for Script Kit. Use when working with MCP server, JSON-RPC 2.0 protocol, kit tools, script tools, resources, or SSE streaming.
Creating API clients with OpenAPI specs, authentication, and OAuth scopes for SCAPI and similar APIs — from majiayu000/claude-skill-registry
Use when investigating unexpected metric changes - systematically narrows root cause through 4D segmentation, intrinsic vs extrinsic factor analysis, hypothesis testing, and North…
Assess research quality with systematic confidence scoring, source validation, and uncertainty quantification.
Comprehensive China A-share stock analysis covering fundamental analysis, technical analysis, policy impact assessment, and market-specific features (T+1 trading, price l — from…
Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks. — from majiayu000/claude-skill-registry
Use when setting up a project, adding linting, formatting, git hooks, or TypeScript. Installs Biome, Husky, commitlint, lint-staged, and GitLeaks for JS/TS.
Idiomatic Rust patterns for pikru C port. Use when writing or reviewing Rust code ported from C. Don't write C in Rust - the goal is correct behavior, not line-by-line tr — from…
[AI & Tools] Process and generate multimedia content using Google Gemini API -- vision analysis, audio transcription, video processing, document extraction, image/video…
Refacter code using complexity analysis and hotspot detection. Use when asked to refactor code, improve code quality, reduce complexity, or identify high-risk areas that need…
Use mmx to generate text, images, video, speech, and music via the MiniMax AI platform. Use when the user wants to create media content, chat with MiniMax models, perform — from…
Display learned instincts with confidence bars grouped by domain. Shows personal and inherited instincts, observation count, and auto-applied threshold status.
Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.
Produce a structured codebase analysis report with architecture overview, critical files, patterns, and actionable recommendations.
Complete workflow for building, implementing, and testing goal-driven agents. Orchestrates hive-* skills.
Always inform the user that provided information may be outdated or subject to change to avoid presenting it as absolute fact.