AI Ml AI Skills

创建宜搭应用并返回 appType；仅当没有目标 app 且用户意图允许新建时使用。

Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons

Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Python SDK examples.

Use when the user wants to trade, research, or backtest Polymarket prediction markets through Superior Trade — finding markets by slug or event URL, placing a single immediate market order, writing…

Methodically execute implementation plans with a TDD approach, incremental commits, and continuous validation

Guards AI agents and LLM-powered applications against prompt injection attacks — both direct and indirect. Validates AI inputs and outputs at every trust boundary.

Remove AI-generated code noise from the current diff while preserving behavior. Use for deslop, AI slop cleanup, unnecessary comments, defensive checks, any casts, or needless nesting after an…

Bulk transcriptomics differential expression with count-aware modeling, design validation, contrast handling, thresholded exports, and publication-ready DE figures.

把用户上传的横版照片做成《牛来》式低成本电影海报。只要用户要求牛来海报、牛头电影海报、低清旧动画牛头，或明确调用 $niulai-movie-poster，就使用本 Skill；先识别照片里清楚可替换的人数，再在单人、双人、三人三套完整提示词之间路由，并只携带对应的黄色大牛、橙色小牛、黄色黑斑豹参考图。不要把三套参考无差别混用。

Orchestrate ticketing agent for project management workflows

Unofficial read-only MrBilit: Iranian flights, trains, buses, taxis and hotels, seats and prices. Use when the user asks about MrBilit (mrbilit.com) or wants flights, trains, buses, hotels, villas or…

Generate a concise Markdown onboarding guide for the current SharePoint site by inspecting its pages, libraries, lists, and navigation using read-only methods. Use when the user says: - "Create an…

AI development agent. Opens a development branch and a stacked design branch up front, drives design and a general implementation plan to a reviewed, merged PR before any code exists, then — once…

寻找股息持续增长、经营质量稳定且估值回落到合理区间的候选股，并输出入场观察区、成长支撑与失效边界。适用于收益成长双目标选股、长期配置、回调布局等场景。

Use when approaching any animation task—establishing foundational thinking patterns, teaching animation principles, or when none of the specialized thinking styles quite fit the situation.

Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates,…

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

Audits font loading, type scales, measure, spacing, OpenType, and rendered punctuation with 78 scoped rules. Use when asked to "audit typography", "fix the fonts", or "review my type system". For a…

> 3D模型生成和基于模板的视频特效能力。仅支持：文生3D模型、图生3D模型、基于模板的图片视频特效（video-fx）。 适用于用户需要 AI 创作 3D 模型或对图片应用模板特效（如拥抱、变身、万物归尘等动效模板）的场景。 当用户提出以下意图时触发：生成/制作3D模型、对图片应用特效模板或动效模板。 注意：本技能不处理图片生成、视频生成任务。生成图片请用 generate_image…

Query NDF-RT (National Drug File Reference Terminology) via the NCI EVS REST API. Use when looking up drug mechanisms of action, physiological effects, pharmacologic classes, chemical structures, or…

Autonomous TDD test runner, stack trace analysis, and code self-heal / Runner tes TDD otonom, analisis stack trace, dan self-healing kode.

Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS architecture, configure physics systems and colliders, set up…

Mine coding agent logs (Codex/Cursor/session histories and similar telemetry) to discover high-value candidate skills, then draft structured skill creation/reuse recommendations.

GA4 Event Implementation Reference — complete event taxonomy, parameter lists, implementation patterns (gtag.js, GTM, Measurement Protocol), and validation techniques

Integrating Chrome DevTools and browser automation via MCP for live UI inspection, screenshot-to-code workflows, and visual debugging. Bridges the gap between design and implementation.

Designs and executes compatibility-preserving migrations across APIs, schemas, frameworks, dependencies, protocols, storage, and infrastructure with baselines, coexistence, staged cutover, rollback or…

Support workflows, ticketing systems (Zendesk, Intercom), knowledge base design, chatbot design, and metrics (CSAT, NPS). Use when building support infrastructure, designing help centers, or…

Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet…

当处理数据备份时，设计备份策略，实现自动备份，验证数据完整性。管理存储空间，制定恢复计划，和灾难恢复。

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production…

Explore art direction with 3-4 rough concept variants of a character, environment or prop.

Scores shortlisted accounting packages against 57 evidence-backed fields, emitted as CSV, SQL, JSON Schema or Notion on request. Use for choosing accounting software.

Выгрузка всей информационной базы 1С в DT-файл (полный бэкап - данные, конфигурация, пользователи). Используй когда пользователь просит сделать бэкап базы, выгрузить базу в dt, снять выгрузку ИБ,…

Plan verification and validation campaigns for simulation codes using manufactured solutions, canonical benchmark problems, grid/time refinement, uncertainty propagation, and pass/fail acceptance…

Use when reviewing, critiquing, or stress-testing an existing strategy document. Evaluates seven dimensions — diagnosis quality, guiding policy strength, action coherence, assumption exposure,…

Refracting thinking by challenging assumptions, combining cross-domain knowledge, and shifting perspectives to reframe problems. Use for stuck situations or paradigm shifts. Does not write code.

Create ServiceNow sysevent_email_action notifications — templates with substitution variables, mail scripts for dynamic content/recipients/attachments, custom events, weights, and digest…

Help HR and compliance teams protect employee data privacy in AI-driven HR systems, including GDPR compliance, data minimization, employee consent design, and privacy risk assessment for HR AI tools.…

Use when self-hosting an OpenAI-compatible LLM endpoint with vLLM 0.32 — vllm serve, offline LLM.generate / llm.chat, PagedAttention with continuous batching and prefix caching, --tensor-parallel-size…

Prevents context overflow on long-running OpenClaw sessions. Use when approaching context limits.

Guide to configuring splash screens in Capacitor apps including asset generation, animation, and programmatic control. Use this skill when users need to customize their app launch experience.

Design, debug, and review KEDA ScaledObject/ScaledJob autoscaling. Covers all major scalers (Prometheus, SQS, Kafka, Redis, Cron, HTTP Add-on, Azure Service Bus), TriggerAuthentication, scaling…

AI 3D model generation agent. Generates text-to-3D and image-to-3D code (Python/JS/OpenSCAD) using Meshy, Tripo, Hunyuan3D, Rodin, Sloyd, and Stability APIs. Handles game pipeline integration, LOD,…

Select optimal AI model by task complexity — route to cheap/fast models for simple tasks, capable models for complex reasoning

Help developers use the DevExtreme TextArea component (dxTextArea) in Angular, React, Vue, jQuery, and ASP.NET Core Controls. Use when someone asks about TextArea configuration, multiline input,…

Monitor trending news, analyze topics, aggregate cross-platform content, and send notifications via CLI. Use when user needs to get latest news, search trends, analyze sentiment, compare periods, or…

Enforces the path from a green CI run to a shipped build — pubspec `version: x.y.z+N` as the single source of versionName/versionCode (monotonic, never reused), the release artifact verified on real…

Applies Cialdini's seven principles of ethical persuasion -- Reciprocity, Commitment and Consistency, Social Proof, Authority, Liking, Scarcity, and Unity -- to business contexts including sales,…

Investigate Wazuh File Integrity Monitoring (syscheck) alerts — file and registry add/modify/delete events, checksums, permissions and who-data — separate tampering from routine change and pivot to…

Load this skill when building any web feature, reviewing architecture decisions, or evaluating JavaScript dependencies. Under no circumstances build features that break completely when JavaScript is…

Enforce authentication and authorization at the API gateway for AI systems. Use when designing, building, or reviewing API gateways that front inference engines, LLM APIs, or AI model endpoints.