发现 Skills

CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, Gemini, OpenAI, Ollama, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.

Research markets, competitors, and audiences using web data and structured synthesis. Use when entering new markets, validating ideas, or analyzing competitive landscapes.

Comprehensive CI/CD pipeline patterns skill covering GitHub Actions, workflows, automation, testing, deployment strategies, and release management for modern software delivery

Visual/media file analyzer for images, PDFs, and diagrams (Sonnet)

Tool-neutral CLI agent rules for TI MSPM0 development with Code Composer Studio, Keil/uVision, SysConfig, and DriverLib. Use when an agent needs to inspect or modify MSPM0 projects, edit .syscfg configuration, avoid generated SysConfig/build files, use DriverLib APIs, validate SysConfig output, package reusable MSPM0 examples, or work on NUEDC-style MSPM0 embedded firmware.

Use when building Vue 3 applications with the Composition API, Nuxt 3, or Quasar. Invoke for Pinia, TypeScript, PWA, Capacitor mobile apps, Vite configuration.

Container and Kubernetes security patterns including Docker hardening, image scanning, pod security standards, network policies, RBAC, secrets management, and runtime protection. Use when securing containerized applications, building secure images, or configuring Kubernetes security controls.

Create Vendure Admin UI extensions using React components, route registration, navigation menus, and GraphQL integration. Covers useQuery, useMutation, and useInjector patterns. Use this when building Admin UI features for Vendure plugins.

Guide for adding SQL function translations to dbplyr backends. Use when implementing new database-specific R-to-SQL translations for functions like string manipulation, date/time, aggregates, or window functions.

Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition".

Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking questions about how a specific open-source project works. Provides AI-powered repo analysis and RAG-based Q&A about source code. NOT for fetching library API docs (use fetching-library-docs instead) or local files.

Use this skill whenever the user wants to browse, search, scan, or explore Polymarket prediction markets. This includes finding markets by topic or category, checking current prices and order books, getting market data, viewing trading volumes, looking up prediction market odds, or fetching live Polymarket data. Trigger on: polymarket, prediction market, browse markets, scan markets, market data, trading prices, order book, market odds, betting odds, event contracts, binary options, crypto prices polymarket, polymarket volume, market liquidity, polymarket search, find markets.

Comprehensive guidance and methodologies for becoming a successful trader, covering strategy development, risk management, technical analysis, and trading psychology

Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing database schemas, writing queries and aggregations, optimizing indexes for performance, performing database migrations, configuring replication and sharding, implementing backup and restore strategies, managing database users and permissions, analyzing query performance, or administering production databases.

Systematic debugging frameworks for finding and fixing bugs - includes root cause analysis, defense-in-depth validation, and verification protocols

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Performs initial triage of security incidents to determine severity, scope, and required response actions using the NIST SP 800-61r3 and SANS PICERL frameworks. Classifies incidents by type, assigns priority based on business impact, and routes to appropriate response teams. Activates for requests involving incident triage, security alert classification, severity assessment, incident prioritization, or initial incident analysis.

This skill should be used when the user asks to "fine-tune on books", "create SFT dataset", "train style model", "extract ePub text", or mentions style transfer, LoRA training, book segmentation, or author voice replication.

Comprehensive AI research skills library (86 skills, 22 categories) enabling AI agents to autonomously conduct end-to-end AI research — from ideation and literature survey through model training, evaluation, and paper writing. Orchestrates the full research lifecycle via the autoresearch skill. Use when conducting ML/AI research experiments, fine-tuning LLMs, running distributed training, optimizing inference, building RAG pipelines, or writing research papers. Triggers on: AI research, autoresearch, fine-tuning, GRPO, vLLM, LoRA, RLHF, distributed training, mechanistic interpretability, Megatron, LLaMA, ML experiments, research agent, train model, run benchmark, inference optimization, ML paper.

Create and edit 3D models in Blockbench using MCP tools. Use when building geometry with cubes, creating meshes, placing spheres/cylinders, editing vertices, extruding faces, or organizing models with groups. Covers both cube-based Minecraft modeling and freeform mesh editing.

Use when building GTK 4/libadwaita applications; before writing app boilerplate; when debugging threading, signals, or lifecycle issues; when setting up GSettings, resources, or packaging; delegates UI/widget decisions to designing-gnome-ui skill

Use when you need to plan technical solutions that are scalable, secure, and maintainable.

Xiaohongshu-style knowledge cards, multiple vertically arranged cards in a swipeable carousel

Full-featured Go ORM with associations, hooks, and migrations.