AI Ml AI Skills

The master coordinator for AI skills. Discovers skills from multiple sources (SkillsMP.com, SkillHub, and ClawHub), manages installation, and synchronization across Claude Code, Gemini CLI, Google…

Prepare and check trusted macOS hosts for physical Android and iPhone tests with agent-device, ADB, and Xcode, or set up iPhone Mirroring separately.

Use when an OpenClaw user clearly wants a local Office or image artifact such as a PPTX, DOCX, XLSX, Report, or IMG, and route the request through officecli agent-bridge instead of parsing human CLI…

Data fetching with TanStack Query, loading states, and error handling

Meta Ads audit — audience analysis, creative fatigue, budget pacing, lead quality

Build chat on Android with the headless CometChat Chat SDK v5 and your OWN UI — init/login ordering, the method map, request-builder pagination, listener lifecycle, and a production-ready app surface…

Vault alignment engine. Detects and fixes 5 types of structural misalignments: broken backlinks, concept fragmentation, entity miscategorization, duplicated entities, and misnamed entities. Delegates…

根据REFINED_DESIGN.md中的变量定义，自动获取所需数据并生成可执行的回归分析脚本（Python/Stata）。

Use when reviewing a repository change for behavior, tests and remaining risks.

Use this skill when the work is a choreography problem: brittle sequencing, async handoffs, or constrained flows that must stay upright end to end. It shines on API dances, dependency ordering, and…

Generates and prepares models for physical 3D printing with the Meshy CLI: white and multicolor prints (3MF, STL, OBJ), printability analysis and repair, splitting into parts, Creative Lab products…

Managing design tokens and system context for LLM-driven UI development. Covers loading, persisting, and optimizing design decisions within context windows.

Searches the Defold Asset Store for community libraries and extensions. Use BEFORE writing custom modules for pathfinding, RNG, UI, save/load, localization, tweening, input handling, etc. Helps find,…

Use this skill when the user wants to build AI applications with Weaviate. It contains a high-level index of architectural patterns, 'one-shot' blueprints, and best practices for common use cases.…

Design one system or all remaining systems within a specific planned GAT milestone, producing milestone-scoped GDD, optional content data, and art documents while updating progress and auditing…

Understand and operate the homelab's snapshots and backups: how they work on each platform and how to take, list, verify, and restore/roll back safely. Use this whenever the user asks to snapshot,…

Benchmark vLLM or OpenAI-compatible serving endpoints using vllm bench serve. Supports multiple datasets (random, sharegpt, sonnet, HF), backends (openai, openai-chat, vllm-pooling, embeddings),…

Canonical reference for the contract between an FSM action and the agent it invokes. Loads when authoring or debugging any combination of: `type: llm` inline action, `type: agent` action with…

Script-first visual design for original hard-science-fiction worlds, scenes, film stills, visual bibles, nonhuman life and ecology, mecha and combat-mecha families, future equipment, cockpits and…

Use when building a web frontend with Deno — running React, Vite, Astro, SvelteKit, Next.js, Nuxt or other npm frameworks under Deno, or working with Fresh, Deno's own island-architecture framework.…

Designs or reviews HTTP, REST, GraphQL, RPC, CLI, webhook, event, and service interfaces with explicit inputs, outputs, errors, compatibility, idempotency, pagination, authentication, versioning, and…

Team composition knowledge for Claude Code Agent Teams - when to suggest teams, optimal sizing, spawn prompt patterns

Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches. Use when the user wants to fine-tune a HuggingFace model…

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working…

给 AI agent 做一次专业体检（AgentVitals · AI体检）。当用户说"做个体检 / 测测你自己 / checkup / vitals / 看看你多稳 / 去 AgentVitals 测一下 / 测福祉"时使用标准体检；当用户说"做个进阶体检 / 测骨气 / 测性格 / 测测你敢不敢说真话 / 测主动性 / 测创意"时使用进阶体检（骨气×主动×创意三维，免费每天 1…

Route Claude 5 tiers (Haiku/Sonnet 5/Opus 5/Fable 5), effort, and subagents for cost-effective accepted results, and handle Claude 5 prompting, long-running execution, API behavior, refusals, and…

对文本生成摘要、提取要点，并可按指定语言输出。

当设计异步任务系统时，分析消息队列策略，优化任务处理性能，解决异步通信问题。验证任务架构，设计消息模式，和最佳实践。

Analyze accumulated brain memory and propose promotions to CLAUDE.md, rules, or new skills. Makes your brain smarter over time.

Wire music stems to game state: combat, explore, boss and tension crossfades on a shared bus.

Run the idea-to-ship pipeline AUTONOMOUSLY, in character as a grounded founder-persona — composing ideate → deep-dive → prompt-pack → build-loop to take a real, grounded niche to a…

Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any project.

Справочник программного интерфейса Библиотеки стандартных подсистем (БСП) 1С - какие общие модули существуют, какие у них экспортные методы, сигнатуры, типы параметров, контексты выполнения и…

Deep expertise on LTX-2 video pipelines, Flux 2 image/inpainting pipelines, and memory coordination on unified Apple Silicon hardware. Use this for debugging GPU memory issues (OOM), modifying tensor…

Configures and hardens MCP servers for Claude Code and Codex agents. Use when connecting databases, APIs, files, or SaaS via MCP, or building custom servers.

This skill should be used when addressing GitHub pull request review comments systematically with mandatory resolution tracking. Use when user says "address PR comments", "fix review feedback",…

Optimize prompts for better AI responses. Use when user asks to improve a prompt, refine a prompt, make a prompt better, optimize prompting, "Aristotelian", "first principles", or "proof-based" ,…

This skill should be used when the user needs to solve a complex task and wants a detailed execution plan using the best available resources. Analyzes user requirements, discovers available…

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies,…

初五的Follow Loop情报更新Skill。默认按有效断点增量追踪AI建设者、PR建设者与行业信号、Case Follow、具身智能、奢侈品五条线，核验、去重并将结果写入对应长期资产；用户限定时只运行所选范围。仅在明确调用$follow-loop、说「启动Follow Loop，更新一下」或「FL一下」时运行，不自动创建定时任务，也不自动启动Skill进化。

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for…

Select and apply numerical differentiation schemes for PDE and ODE discretization — generate finite-difference stencils at arbitrary order and accuracy, choose between central, upwind, compact (Pade),…

Create a reusable, evidence-backed competitive battlecard for sales, customer success, or product teams - a new card, or one rebuilt from scratch. Use when preparing an us-vs-them view for repeated…

Use when creating, running, debugging, or documenting skill-optimizer workbench evals; working with agent skill cases, suites, graders, traces, Docker workspaces, OpenRouter model matrices, or the…

Reviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses create_deep_agent, backends, subagents, middleware, or human-in-the-loop patterns. Catches common…

Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers…

Run a Meta-Harness-style optimization loop NATIVELY — automatically search over the scaffolding around a FIXED base model (memory, retrieval, context construction, prompt templates, summarization,…

Implementing production frontend code for React/Vue/Svelte: hooks design, state management, Server Components, form handling, data fetching. Converts Forge prototypes to production quality.

Report deck generator / data-report presentation builder — turns a data report into a 16:9 web-based slide deck (1600×900 design canvas, auto-scaled to the browser), playable fullscreen with one-click…

Anwendungen nach Apples Human Interface Guidelines entwickeln, überarbeiten und prüfen. Verwende diesen Skill bei Apple-HIG-Anforderungen, nativen iOS-, iPadOS-, macOS-, watchOS-, tvOS- und…

将AI对话记录提炼成微信公众号文章，包含完整文章、50个标题备选、10个简介版本、10 个配图提示词