发现 Skills

Expert patterns for 2D animation in Godot using AnimatedSprite2D and skeletal cutout rigs. Use when implementing sprite frame animations, procedural animation (squash/stretch), cutout bone hierarchies, or frame-perfect timing systems. Trigger keywords: AnimatedSprite2D, SpriteFrames, animation_finished, animation_looped, frame_changed, frame_progress, set_frame_and_progress, cutout animation, skeletal 2D, Bone2D, procedural animation, animation state machine, advance(0).

Expert blueprint for sandbox games (Minecraft, Terraria, Garry's Mod) with physics-based interactions, cellular automata, emergent gameplay, and creative tools. Use when building open-world creation games with voxels, element systems, player-created structures, or procedural worlds. Keywords voxel, sandbox, cellular automata, MultiMesh, chunk management, emergent behavior, creative mode.

Execute production reference architecture for OpenRouter deployments. Use when designing or reviewing system architecture. Trigger with phrases like 'openrouter architecture', 'openrouter design', 'production openrouter', 'openrouter infrastructure'.

Develops, reviews, and troubleshoots Filament v5 code for Laravel apps. Use when the task involves Filament Panels, Resources, Forms, Tables, Infolists, Schema Layouts, Notifications, Widgets, Actions, relation managers, nested resources, policies, theming, plugins, multi-tenancy, testing, or deployment.

Ultimate meta-skill for creating production-ready Claude Code skills. Uses deep iterative analysis with 11 thinking models, regression questioning until exhausted, evolution and timelessness as core lenses, and a multi-agent synthesis panel for unanimous approval. Includes automation analysis for agentic scripts. Fully autonomous execution at maximum depth produces categorically the best possible skills.

Use this skill when the user wants to provision a Hetzner VPS, create a cloud server, deploy to Hetzner, set up a development server, configure server security (UFW, fail2ban), or estimate cloud hosting costs. Handles secure VPS provisioning with Claude Code pre-installed.

Vite build tool configuration, plugin API, SSR, and Vite 8 / Rollup migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps with Vite.

Analyze a GitHub codebase to create comprehensive architecture documentation including ASCII diagrams, component relationships, data flow, hosting infrastructure, and file structure assessment.

A workflow skill that proactively reviews ONLY changed files (diff-based) before deploying to production. The AI will use git diff to determine the scope, perform deep analysis, detect cross-file impacts, and output an artifact report. Applicable to any project regardless of tech stack.

Coordinate multiple agents in parallel or sequential workflows. Use when running agents simultaneously, delegating to sub-agents, switching between specialized agents, or managing agent selection. Trigger keywords - "parallel agents", "sequential workflow", "delegate", "multi-agent", "sub-agent", "agent switching", "task decomposition".

OpenStack Horizon web dashboard skill. Use when deploying, customizing, or troubleshooting the OpenStack web UI. Covers panel customization, session management, multi-domain support, theme branding, TLS configuration, and common dashboard failure modes including login issues, missing panels, and static asset problems.

Thermal engineering for infrastructure: heat transfer (conduction, convection, radiation), cooling load analysis for data centers, heat exchanger sizing via LMTD and ε-NTU, PUE/TUE/WUE efficiency metrics, and airflow management patterns. Activates for thermal analysis, data center cooling design, heat exchanger sizing, efficiency calculations, and airflow management.

Guide for creating new Claude Code skills. Use when you need to create a new skill to package expertise or workflow into a reusable capability that Claude can automatically invoke.

Software surgery protocol for proof-backed, minimal-diff implementation: Contract → Invariants → Creative Frame → inevitable Incision → Proof. Use when users say "run $tk", "patch-first", "keep the diff small", "state contract + invariants", "one clear incision", "fix it with a validation signal", or orchestration cues like "workers use $tk" / "internally use $tk".

Applies Anthropic's official brand colors and typography to any artifact that may benefit from Anthropic's look and feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

Add phase to end of current milestone in roadmap

A highly specialized skill designed to audit and optimize a Territorial Intelligence NotebookLM workspace (specifically focused on Southwest Mallorca Real Estate, Luxury Market, Tourism, and Urban Development).

Specialized skill to audit, optimize, and maintain the NotebookLM workspace for "OpenClaw: The Universal Personal AI Assistant Platform". Use this skill when you need to: (1) audit or clean sources in the main OpenClaw notebook or any of its 4 sub-notebooks, (2) remove duplicate, obsolete, or low-value sources from any OpenClaw NotebookLM notebook, (3) configure or update the AI persona/instructions for any OpenClaw sub-notebook, (4) validate the retrieval quality of OpenClaw knowledge bases, (5) do any deep research, pruning, or restructuring task related to the OpenClaw NotebookLM workspace.

Enforce KISS, Purity, SOLID, and Let It Crash principles through mandatory validation gates. Detects complexity violations, impure functions, design anti-patterns, and error handling issues.

Use when user requests Home Assistant YAML automations, blueprints, scripts, or config. MANDATORY: First response must be clarifying questions, NEVER code. NOT for: Node-RED flows (use node-red skill), device firmware (use esphome skill).

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.

Property valuation, market analysis, investment ROI calculations, comparable analysis, and rental yield assessment. Use when evaluating real estate investments, analyzing property markets, or calculating returns.

个人认知框架系统。当涉及目标规划、决策建议、项目方向、工作方式优化时触发，或用户显式调用"/telos"。加载完整画像提供个性化响应，支持画像进化和定期复盘。

Use when building AI agents with Microsoft.SemanticKernel or Microsoft.Extensions.AI.Agent frameworks. Covers agent creation, tool/plugin registration, multi-agent orchestration, chat completion agents, and OpenAI Assistants integration. USE FOR: building AI agents with tools and plugins, multi-agent chat workflows, Semantic Kernel agent orchestration, OpenAI Assistants API integration, agent-based automation pipelines DO NOT USE FOR: simple chat completions without agent patterns (use microsoft-extensions-ai), inter-service agent communication over A2A protocol (use a2a), ML model training (use mlnet), raw ONNX inference (use onnx)