Template Skill Catalog Router
Public-safe template catalog showing how the downloadable Workflow Skill Router skill pack can be routed.
React Expert
Use when building React 18+ applications in .jsx or .tsx files, Next.js App Router projects, or create-react-app setups. Creates components, implements custom hooks, debugs rendering issues, migrates class components to functional, and implements state management. Invoke for Server Components, Suspense boundaries, useActionState forms, performance optimization, or React 19 features.
Hypogenic
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis). Combines literature insights with data-driven hypothesis testing. For manual hypothesis formulation use hypothesis-generation; for creative ideation use scientific-brainstorming.
Skill Security Auditor
Security auditor for AI Agent Skills. Analyzes skill files (SKILL.md, scripts, references) for vulnerabilities, malicious code, data exfiltration risks, and unsafe practices before onboarding.
Outline
Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) exporting documents as markdown. Works with any Outline wiki instance (self-hosted or cloud).
Github Skill Importer
Github Skill Importer (從 GitHub 導入技能 SOP)
Kanban Markdown
Create, read, update, move, and manage kanban board feature files backed by markdown with YAML frontmatter. Use when working with kanban boards, task/feature tracking, `.devtool/features/` directories, feature files with status/priority frontmatter, or any project management tasks involving markdown-based kanban workflows.
Atlassian Mcp
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating tickets with custom fields, searching or editing Confluence pages with CQL, managing sprints and backlogs, setting up MCP server authentication, syncing documentation, or debugging Atlassian API integrations.
Writing Skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Frontend Debugging Workflow
Use when investigating rendered frontend bugs, browser-only failures, broken interactions, visual regressions, hydration issues, or UI behavior that needs browser reproduction and regression coverage.
Edgartools
Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income statement, balance sheet, cash flow), XBRL financial data, insider trading (Form 4), institutional holdings (13F), company financials, annual/quarterly reports (10-K, 10-Q), proxy statements (DEF 14A), 8-K current events, company screening by ticker/…
SKILLS All In One
Open-source AI agent skills library with downloadable skills for Claude Code, ChatGPT, and MCP workflows.
Using Superpowers
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Csv Data Summarizer
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
Skill Updater
技能版本更新機制。指示 AI Agent 直接透過工具讀取遠端 GitHub 倉庫，比對 public/SKILLS/ 內技能的差異並執行自動化更新流程。
Typescript Pro
Implements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC for end-to-end type safety. Use when building TypeScript applications requiring advanced generics, conditional or mapped types, discriminated unions, monorepo setup, or full-stack type safety with tRPC.
Feature Forge
Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements, acceptance criteria, and implementation checklists. Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs, PRDs, acceptance criteria, or requirement matri…
Hedgefundmonitor
Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes, and FRB SCOOS dealer financing terms. Access time series data on hedge fund size, leverage, counterparties, liquidity, complexity, and risk management. No API key or registration required. Use when work…
Writing Plans
Use when you have a spec or requirements for a multi-step task, before touching code
Linear
Managing Linear issues, projects, and teams. Use when working with Linear tasks, creating issues, updating status, querying projects, or managing team workflows.
Database Optimizer
Optimizes database queries and improves performance across PostgreSQL and MySQL systems. Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configuration tuning, partitioning strategies, lock contention resolution.
Workflow Skill Router
Route complex AI agent tasks to the smallest useful skill set before work starts. Use when a task may involve multiple skills, tools, connectors, work stages, or overlapping workflows, and the agent should classify the request, choose one primary skill plus up to three supporting skills, and explain the route before continuing.
Docker Compose Local Dev Skill
Use when creating, reviewing, or troubleshooting Docker Compose local development stacks: services, ports, volumes, health checks, databases, caches, mail sinks, env files, and repeatable startup.
Api Guidelines Skill
Use when designing or reviewing REST API governance: resource naming, pagination, filtering, versioning, compatibility, error semantics, idempotency, and contract consistency.
Vue Composition Patterns Skill
Use when designing, refactoring, or reviewing Vue 3 Composition API patterns: composables, watchers, lifecycle effects, shared state, route-aware logic, and browser API wrappers.
Dependency Updater
Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.
Skill Onboarding Guide
Skill Onboarding Guide (技能上架 SOP)
Linear
Work with Linear issues via CLI - use this skill whenever the user asks about Linear issues, creating, updating, commenting on, or deleting issues, or checking issue status and details
Oiloil Ui Ux Guide
Modern, clean UI/UX guidance + review skill. Use when you need actionable UX/UI recommendations, design principles, or a design review checklist for new features or existing systems (web/app). Focus on CRAP (Contrast/Repetition/Alignment/Proximity) plus task-first UX, information architecture, feedback & system status, consistency, affordances, error prevention/recovery, and cognitive load. Enfor…
Skill Manager
Master controller for the entire AI Skill lifecycle. Use this as the primary entry point when adding, importing, or updating skills in the SKILLS_All-in-one platform. It enforces the strict sequence: Import -> Audit -> Onboard.
Fine Tuning Expert
Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training datasets, setting hyperparameters for fine-tuning runs, adapter training, transfer learning, finetuning with Hugging Face PEFT, OpenAI fine-tuning, instruction tuning, RLHF, DPO, or quantizing and deploying fine-tuned models. Tri…
Elicitation
Psychological profiling through natural conversation using narrative identity
Spec Miner
Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old codebases with no documentation. Invoke to map code dependencies, generate API documentation from source, identify undocumented business logic, figure out what code does, or create architecture documentation from implementation. Trig…
Sql Migration Manager
負責管理資料庫增量更新 (SQL Migrations)。當有新技能上架或現有技能內容異動時，負責產出增量 SQL 指令，不再改動 init_skills.sql。
Dotnet Core Expert
Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework Core, CQRS with MediatR, JWT authentication, AOT compilation.
Requirements Clarity
Use when a request is ambiguous, high-impact, multi-stakeholder, or likely to need scope boundaries, acceptance criteria, constraints, risks, and staged implementation decisions before coding.
Fred Economic Data
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring U.S. and international economic indicators.
Workflow Skill Router
Use when complex agent tasks need the right SKILL set selected before work starts, especially multi-domain development, architecture, docs, UI, debugging, review, deployment, data, connector, or skill-management workflows.