发现 Skills

Lspmcp tools: semantic_find_referencing_symbols, semantic_find_symbol, semantic_get_symbols_overview, semantic_insert_after_symbol, semantic_list_dir, semantic_read_file, semantic_replace_symbol_body, semantic_search_for_pattern

This skill provides expert guidance for Azure Route Server. Covers troubleshooting, best practices, architecture & design patterns, limits & quotas, security, and configuration. It combines local q...

Automate Cloudcart tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Rev AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

libeval - RAG evaluation system. Evaluator orchestrates quality assessment using LLM-as-judge patterns. CriteriaEvaluator scores responses against rubrics. RecallEvaluator measures retrieval performance. TraceEvaluator analyzes execution traces. EvalStore persists results. Use for automated quality testing, RAG pipeline evaluation, and agent performance testing

Write functional code in the style of Rich Hickey, creator of Clojure. Emphasizes simplicity over easiness, immutability, data-oriented programming, and managing state explicitly. Use when designing systems that need to be understood and maintained.

天气查询与预报。支持全球城市天气查询、多日预报、详细气象数据。无需 API Key。当用户询问天气、气温、是否下雨、穿衣建议、出行天气等场景时使用。JSON 输出已优化，只返回关键信息。

Comprehensive audit logging for compliance and security. Track user actions, data changes, and system events with tamper-proof storage.

This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.

This skill should be used when inspecting, analyzing, or querying Claude Code session logs. Use when users ask about session history, want to find sessions, analyze context usage, extract tool call patterns, debug agent execution, or understand what happened in previous sessions. Essential for understanding Claude Code's ~/.claude/projects/ structure, JSONL session format, and the erk extraction pipeline.

Use when building or modifying 3D models for Hytale via Blockbench MCP. Covers geometry creation, texturing, UV mapping, animation, and export workflows.

Modify agent code, add tools, or change configuration. Use when: (1) User says 'modify agent', 'add tool', 'change model', or 'edit agent.py', (2) Adding MCP servers to agent, (3) Changing agent instructions, (4) Understanding SDK patterns.

Build an n8n pipeline for automated cost estimation from Revit/IFC using the DDC CWICR database and LLM classification.

Designs comprehensive software solution architectures including system components, technology stacks, integration patterns, scalability strategies, and deployment models. Produces architecture diagrams, technical specifications, and implementation roadmaps. Use when planning new software systems, modernizing legacy applications, designing microservices, evaluating technology choices, creating architecture documentation, or when users mention system design, architecture patterns, scalability planning, or technical architecture decisions.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

Toolkit for styling artifacts with a theme. These artifacts can be slides, documents, reports, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been created, or can generate a new theme on-the-fly.

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train less than 1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.

Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.

Deploy web projects to Netlify using the Netlify CLI (npx netlify). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Convert BPMN 2.0 XML files into Draw.io native format (.drawio) using the bpmn2drawio Python tool. Renders properly in Draw.io Desktop or web applications. Use this skill when a user wants to visualize a BPMN process in Draw.io, convert BPMN to editable diagrams, or create Draw.io files from process definitions. Triggers on: "convert BPMN to Draw.io", "create drawio from BPMN", "visualize BPMN in Draw.io".

Use this skill when comparing two videos to analyze compression results or quality differences. It generates interactive HTML reports with quality metrics (PSNR, SSIM) and frame-by-frame visual comparisons. It triggers when users mention "compare videos", "video quality", "compression analysis", "before/after compression", or request quality assessment of compressed videos.