AI Ml AI Skills

Run hosted model inference and manage Hugging Face Inference Endpoints with sync or async clients, provider-aware payloads, streaming, tools, structured outputs, MCP, and safe lifecycle recovery.

Use when integrating LLMs, chat clients, embeddings, RAG pipelines, or AI agents into Spring Boot. Covers Spring AI ChatClient, prompt templates, embeddings, vector stores, and structured output. Use…

Analyze UI design screenshots and generate React components with TypeScript and Tailwind CSS. Use this skill when the user provides UI mockups, design screenshots, or Figma exports and requests…

Audits sub-agent activation from explicit consumer telemetry roots. It separates attempted, started, completed, and unattributed events, reports coverage, and identifies observed zero starts without…

Compose a premium, animated landing page section by section in Next.js + Tailwind + Motion (Framer Motion) — built on a real design system, with editorial copy and motion that feels human-crafted, not…

Generate educational flashcards from topics, documents, notes, or study materials. Produces structured JSON data and can create polished Tailwind CSS HTML flashcard review pages with interactive card…

Capture, analyze, and replay network traffic between app and license/API servers. Uses mitmproxy for capture and built-in analysis for endpoint discovery, OAuth detection, and token extraction.

为代理写文档。在创建或编辑技能，或者修改 AGENTS.md 或 CLAUDE.md 时使用。

Analyze options Greeks, implied volatility, and strategy selection for US stocks

Create a ai summarization with structured process, quality checks, and system integration

Generate, edit, or composite images with Gemini/Nanobanana. Default for image requests without a named provider; do not override a different provider the user chose.

用于【AI科幻】题材下的作者有话说润色。作为题材包装层与兼容入口，负责保留AI科幻入口名，补充“一粒城市微细节 + 一点后怕或冷笑 + 一个轻追问”的章后口感，并明确要求优先强制加载并使用 `通用-润色作者有话说`。关键词：AI科幻作者有话说、读者向小剧场、余波、轻悬念。

Use when building or restructuring an LLM agent — provider adapter, tool calling, structured output, RAG, agent loop, eval gate, cost routing, tracing, MCP server — model-agnostic across…

Analyze codebase patterns and create custom skills for repetitive workflows. Use when project needs automation or pattern enforcement. Auto-invoke when user says "create a skill for...", "automate…

宜搭平台权限管理。查询和维护应用管理员、平台管理员、平台子管理员，以及通讯录可见性开关。触发词：「平台权限管理」「corpManager」「平台管理员」「通讯录权限」。

Execute a `setup.aiwg.io/v1` SetupManifest, performing cross-platform installati

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

Use when writing a Bollinger-band mean-reversion strategy on Superior Trade — anything described as mean reversion, BB bands, oversold bounce, fade, range trade, ADX low, sigma extension. Upgraded…

Use to define a brand's content pillars — the 3–5 recurring themes it posts about — the strategic backbone between the brand profile and the content calendar. Run when the user says "content pillars,"…

Provide effective context to the coding agent for Symfony development with relevant files, patterns, and constraints

Zero-downtime deployments with pre-flight checks, staged rollouts, and rollback plans. Never ship to production without a verified rollback strategy.

When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell,"…

ChIP-seq peak calling and downstream interpretation with MACS3, signal track export, annotation, motif analysis, and differential binding review.

Wibi Style 官方视觉风格：把普通风景照片重构成有明确光色焦点和真实笔触的印象派实体油画，并呈现在带三行展签的当代美术馆暖灰墙面上。适用于街景、乡村、道路、山野、河岸、海岸及其他风景照片；用户说“做成美术馆油画”“莫奈感风景油画”“馆藏印象油画”，上传风景照片要求换风格，或明确调用 $museum-impression-oil 时使用。

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI. Covers…

Comprehensive teaching templates and progressive disclosure patterns for PM teacher mode

Unofficial read-only Milli.gold: live 18k gold price per milligram, history and platform stats. Use when the user asks about Milli.gold Prices (milli.gold) or wants live gold, coin, currency or crypto…

Work with messaging-channel bots — Telegram, Slack, Mattermost or Microsoft Teams. Register a bot, route inbound messages through an agent, choose webhook vs polling, handle an @slug mention, or add a…

解读分红提升、削减、暂停或恢复背后的原因、持续性与投资含义。适用于收益型投资判断、公告复盘、长期现金流跟踪等场景。

Use when determining how fast or slow motion should be—pacing action sequences, dramatic pauses, comedic beats, or any situation where the duration of movement matters.

Sprint retrospective — analyzes git velocity, commit patterns, test health, and shipping cadence. Use after a sprint, at the end of the week, or when the user wants to reflect on progress.

Keeping a design system in an LLM's context: loading tokens compactly, persisting design decisions across sessions, handling multiple variants, and budgeting the context window. Use when generated UI…

Applies diff-scoped simplifications using reuse, ownership, efficiency, and test-value checks, including actionable review findings. Use when asked to "tidy this", "simplify my diff", or "apply the…

| 在 WorkBuddy 对话中通过一句话从推荐市场（BuiltinMarket）搜索并安装 Skill。 触发词：安装 skill、安装技能、install skill、添加技能、装个 X 技能、帮我安装 X、find skill、install marketplace skill、search skill。

Query the ChEBI (Chemical Entities of Biological Interest) database. Use whenever the user asks about small molecule identifiers, chemical ontology roles, molecular formulae, SMILES, InChI, synonyms,…

Autonomous API schema drift detection and breaking change healing / Deteksi drift skema API otonom dan perbaikan breaking change.

Hunt existing integration patterns and design vendor/framework-agnostic API, RFC, SDK, and integration plans for new external vendor integrations.

GA4 BigQuery Export Schema Reference — complete field reference, nested structures, query patterns, and performance tips

Brand and customize the CometChat Angular UI Kit — CSS variable tokens, light/dark via ThemeService, localization, date/time formats, global config, and swapping component regions with ng-template.…

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model…

Investigates a bug, failing test, build error, regression, flaky behavior, performance symptom, or unexpected result by reproducing it, minimizing the case, testing ranked hypotheses, tracing the…

Data-driven customer persona development combining market research, user behavior analysis, and segmentation frameworks. Use when creating buyer personas, ideal customer profiles (ICPs), or user…

Master workflow controller for Lovable-style development. Creates working UI immediately from ANY prompt - no questions asked, no choices given. Resumes or materializes .toh/plan.md, generates the…

Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering,…

当设计测试策略时，分析测试需求，制定测试计划，实现测试覆盖。验证测试质量，设计测试框架，和最佳实践。

Make a Forward+ game look right on the Compatibility renderer: instance uniforms, MultiMesh, vertex colors.

Routes an accounting or audit request to the right module skill, from software selection through monthly closing, asking only what is missing. Use for books of accounts or audit files.

Выгрузка конфигурации 1С в CF-файл. Используй когда пользователь просит выгрузить конфигурацию в CF, сохранить конфигурацию, сделать бэкап CF

Advanced search on ScienceDirect with filters like author, journal, year, title, keywords. Use when the user wants filtered academic paper search.

Builds and audits LLM pretraining corpora: extraction, filtering, dedup, decontamination, data mixing, synthetic data. Use when curating or ablating a pretraining data pipeline.

Run full computational-pathology workflows with PathML — whole-slide-image (WSI) analysis across 160+ slide formats, multiplexed immunofluorescence (CODEX, Vectra, MERFISH), nucleus…