Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive — from…
Research topics and document findings in Notion with organized structure and sources
Write or revise RTD pages with audience-aware structure, CE-first examples, and correct toctree integration.
Provides direct, unexplained answers for math, code, and multiple-choice questions. For True/False statements, performs detailed evaluations including rewriting, justification for…
Comprehensive brownfield architecture analysis for existing codebases. Discovers structure, identifies patterns, assesses quality, calculates production readiness, and provides…
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic — from…
Find similar vulnerabilities across a codebase after discovering one instance. Uses pattern matching, AST search, Semgrep/CodeQL queries, and manual tracing to propagate findings.
リスク管理エージェント。リスク識別、評価、対応計画、モニタリングを実施。キーワード: リスク, risk, 課題, issue, 問題, リスク登録簿, リスクマトリックス.
Applies Alex Hormozi's $100M Money Models frameworks to design, evaluate, and improve Skool community monetization strategies.
A/B testing and content experimentation methodology for data-driven optimization. Use when setting up A/B tests, multivariate tests, or experimentation infrastructure — including…
Validates agent configurations for model selection, tool permissions, focus areas, and approach quality.
Show all Tasuku tasks. Use when user says /tk:list or asks to see tasks, show tasks, list tasks, or what needs to be done.
Create a new React project using Vite, TypeScript, and Feature-based architecture.
Generate videos using Google GenAI Veo 3.1 model via CLI. Use when the user asks to create videos, generate animations, make AI video content, do image-to-video transform — from…
Deep iterative research using progressive flow psychology (diverge-analyze-converge-execute) with parallel agents, skeptical analysis, and multi-perspective synthesis.
Structure and derive research formulas when the user wants to 推导公式, derive a theory line, build equations from a problem statement, clarify assumptions, separate formal d — from…
Launch Leavn app in iOS simulator, navigate features using MCP browser tools, take screenshots, verify UI rendering and feature functionality
Fine-tune LLMs with Unsloth using GRPO or SFT. Supports FP8, vision models, mobile deployment, Docker, packing, GGUF export.
Research latest library documentation, industry best practices, and technical knowledge to automatically generate project-level skills.
Main business composition and operating data — revenue breakdown by segment, gross margin by business line, and operating metrics (ROE / ROA / ROIC / working capital turnover).
Collecte et analyse les Pull Requests GitHub avec leurs commentaires d'agents de review IA (CodeRabbit, GitHub Copilot, Codex, etc.).
Generates RESTful API Controllers with proper routing, versioning, authorization, and MediatR integration. Follows REST conventions and Clean Architecture patterns.
当用户明确要求"核查/优化综述 `{主题}_review.tex` 的正文引用"或"运行 check-review-alignment"时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并复用 `systematic-literature-review` 的渲染脚本输出…
Behavioral rules and lifecycle event handlers for the core-tools package. Includes auto-approval of file operations targeting deep-analysis session directories.
When the user wants decision support systems, recommendation engines, or prescriptive analytics. Also use when the user mentions "decision optimization," "recommendation system,"…
Analyze customer support data (Excel/CSV with PIT, Support Tickets, CSAT) to categorize issues, prioritize by impact (P0-P3), and generate strategic markdown reports with examples…
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern rec — from…
Systematic data quality remediation - detect duplicates/outliers/inconsistencies, design cleaning strategy, execute transformations, verify results (component skill for D — from…
Execute frontend task implementation with TDD. Read task file, execute steps, verify each, update status. — from majiayu000/claude-skill-registry
Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level.
Analyzes impact of proposed changes on existing systems (brownfield projects) with delta spec validation. — from majiayu000/claude-skill-registry
Discovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when reducing custom code.
Analyze spatial variability of NOAA Atlas 14 precipitation frequency estimates within HEC-RAS model domains using intelligent extent-based downloading.
Autonomous multi-round research review loop. Repeatedly reviews using Gemini via gemini-review MCP, implements fixes, and re-reviews until positive assessment or max rounds…
Use this agent when understanding the historical context and evolution of code changes, tracing the origins of specific code patterns, identifying key contributors and their…
Semantic code search and AI-powered codebase Q&A across indexed repositories. Use when understanding code beyond local files, exploring dependencies, discovering cross-pr — from…
Analyzes events through futures lens using scenario planning, trend analysis, weak signals, drivers of change, and forecasting methods (exploratory, normative, backcastin — from…
Deploy and run ML experiments on local or remote GPU servers. Use when user says \"run experiment\", \"deploy to server\", \"\u8dd1\u5b9e\u9a8c\", or needs to launch trai — from…
Evaluates agent skills against Anthropic's best practices. Use when asked to review, evaluate, assess, or audit a skill for quality.
Erstellt einen Erstentwurf häufiger Schriftstücke der Rechtsberatungsstelle — Rechtsgebiet-spezifische Muster (Widerspruchsschreiben, Mietrechtsbriefe, Klageschriften im — from…
Capture semantic-layer and knowledge updates from a live database schema snapshot. — from majiayu000/claude-skill-registry
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for m — from…
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building ris — from…
Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices. — from majiayu000/claude-skill-registry
Modern C# asynchronous programming patterns using async/await, proper CancellationToken usage, and error handling in async code.
Deep research using Perplexity AI. Comprehensive reports with citations and analysis.
Calculate construction labor rates with overhead, benefits, and productivity factors. Regional rate databases and crew composition. — from majiayu000/claude-skill-registry
CRISPR library design for genetic screens. Covers sgRNA selection, library composition, control design, and oligo ordering.
Compare ENCODE experiments across different biosamples, tissues, or cell lines to identify tissue-specific regulatory patterns.
Create and modify Visual Layout Builder schema components, breakpoints, and layouts. Use when working with types/schema.ts, creating new components, adding breakpoints, or…
Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas. — from majiayu000/claude-skill-registry
Run Gemini CLI for AI queries. Use when user asks to "run/ask/use gemini", compare Claude vs Gemini, or delegate tasks to Gemini.
Expert in combinatorics, graph theory, discrete probability, and algorithms with applications to computer science — from majiayu000/claude-skill-registry
Validate Knowledge Base health by checking structure, frontmatter compliance, and content staleness. Returns conformance score and health status (OK/WARN/CRITICAL).
Create diagrams and visualizations using Mermaid.js v11 syntax. Use when generating flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, Gantt char — from…
Starlight - Full-featured documentation theme built on Astro for creating beautiful, accessible, high-performance documentation websites with built-in search, i18n, and c — from…
Remove backgrounds from images using rembg (local AI model). Use when user asks to remove background, make transparent, or cut out subjects from images.
Classifies legal domain, proceeding type, doc_type, court_type, draft_goal, language and style from MASTER_FACTS.json.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
DeFi fundamentals and cross-chain analytics using DefiLlama-style data. Use when you want to find undervalued protocols, screen by TVL/revenue growth vs token price, comp — from…