AI Ml AI Skills

Plan and coordinate a model deployment to Amazon SageMaker, including serving stack and real-time versus async inference. Use as the entry point for SageMaker hosting requests, before image, IAM, and…

Use while working to confirm a change does what you meant before moving on. Observe its real effect the way a user or caller would, compare that with your intent, fix what is off, and observe again.

Explore the current project across its tooling, context, and codebase. Use to survey what is installed, see what is available, or find which skill, agent, or rule fits a goal. Not for choosing the…

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX…

CDN, Redis, in-memory cache, cache invalidation, and distributed caching patterns

全面分析故事五元素：题材类型、故事梗概、人物小传、人物关系、大情节点。适用于深度分析故事、剧本改编准备、故事开发文档制作

Execute shell or PowerShell commands in the sandbox

Source-cited draft: payroll & social contributions for Afghanistan (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.

Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them. Use when the user wants to compile a Go task bundle, asks about `go build`, `go tool…

Extract and document someone's authentic writing voice from samples. Use when someone needs a "voice guide," wants to capture their writing DNA, or needs to train AI to write in their style. Also…

Operating-system distillation of LlamaIndex — the leading RAG / document-agent framework. Activate when the calling agent must build, debug, harden, or evaluate a Retrieval-Augmented Generation…

Standalone WebGL fragment shaders for card visual effects: holographic foil, shimmer, rarity glow.

Manages stakeholder relationships using Kim Scott's Radical Candor and Carole Robin's interpersonal dynamics. Use when giving/receiving feedback, navigating difficult conversations, or building trust…

Complete file handling including upload flows, serving files via URL, storing generated files from actions, deletion, and accessing file metadata from system tables

Template and guide for creating new skills

技术干货文章创作专家,擅长用简练语言传递核心知识点,不遗漏关键信息

Async job processing patterns for background tasks, Celery workflows, task scheduling, retry strategies, and distributed task execution. Use when implementing background job processing, task queues,…

Generate a complete, premium design system from a brand brief or an existing site — color tokens, type scale, spacing/radius/elevation, motion language, and component specs — exported as Tailwind…

Guide users through the Feynman Technique by asking them to explain a concept in simple language, diagnosing gaps, correcting misunderstandings, simplifying explanations, and retesting understanding.…

Dump process memory and scan for secrets, license keys, decryption keys, tokens, and crypto artifacts. Cross-platform: comsvcs.dll / MiniDumpWriteDump on Windows, /proc/mem on Linux.

生成一个交互式 bash 向导，一步一步领着人走完只有人才能做的步骤。适用于开通基础设施、配置凭据或 CI 密钥、走一遍陌生的第三方控制台，或者执行一次性迁移或切换。代理自己能做的步骤不要用它。

Explains any InvestSkill output like a mentor — every metric in plain words, why it matters, its good / bad range, and the lesson that teaches it — then asks 3–5 Socratic questions and "what would…

Self-hosted semantic memory for AI agents via MCP. Save worklogs, decisions, and notes, then recall them across sessions by meaning, not keyword. Postgres + pgvector with auto-tagging.

Interpreting customers' core values. Use when the task requires what customers value and the original evidence for it. Apply this method to the specified inputs and verify the deliverable

Design and document a ai strategy with structured process, quality checks, and system integration

仅当用户显式调用 `$handoff`，或明确要求生成会话交接文档时使用。将当前对话压缩为脱敏、可执行的交接文档，供下一个 agent 接续工作；不要自动触发。

用于【AI科幻】题材下的正文润色。作为题材包装层、兼容入口与路由层，负责保留AI科幻标准入口名、补充有限视角、数据链、系统阻力与数字压迫感裁判边界，并明确要求优先强制加载并使用 `通用-正文润色`。关键词：AI科幻正文润色、有限视角、数据链、系统阻力、代入感。

Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code. Auto-invoke after implementation skills or on-demand.

企业效能数据查询（效能概览、节省预算/时间、低代码学习与认证成果、明细报表、通知群）。 触发词：「企业效能」「corpEfficiency」「效能数据」「低代码学习成果」「效能分析明细」。

Generate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`

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

Use when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API.

Use to build a content calendar — a sustainable, repeatable posting rhythm and recurring structure (which pillars/formats post on which days, on which platforms), derived from strategy and pillars.…

Write end-to-end tests with Symfony Panther 2.4 for browser automation or Playwright for complex scenarios

Measure first, optimize second. Data-driven performance improvements with before/after benchmarks and production validation.

Drive and inspect a local web, IDE, or Electron UI with browser or CDP automation and evidence. Use for UI regressions, screenshots, accessibility snapshots, visual diffs, focus, keyboard, scrolling,…

Test payment and checkout flows end to end against PSP sandboxes — Stripe first, with the general pattern for Adyen/Braintree/PayPal. Covers Stripe test-mode card numbers and their decline codes, the…

Automated and marker-guided single-cell cell type annotation using CellTypist, marker review, reference transfer, and confidence-aware label curation.

Typography craft for agent-built interfaces: pairing rules, fluid type scales, line lengths, baseline rhythm, weight discipline, legibility minimums, and the typography reasons most AI-generated pages…

Wibi Style 官方视觉风格。把用户上传的一张真实猫狗照片转换成大面积留白、少量笨拙黑线和一小块毛色彩铅的稚拙宠物涂鸦。用户提到宠物极简线条、极简宠物画、儿童笔触宠物头像、把猫狗画得简单可爱，或明确调用 $minimal-pet-doodle 时使用。

Display Claude MPM system status

Unofficial read-only MasterKala: search gadgets, compare prices and specs, stock, delivery, deals. Use when the user asks about MasterKala (masterkala.com) or wants electronics, appliances or other…

Check this SharePoint site's local skills before handling a request when no obvious local skill exists; ask every time before searching the PnP SharePoint Skills repo, assess risks in found skills,…

Add or change work that runs outside the request/response cycle — document ingestion, syncs, trigger fires, reports, cleanups, scheduled jobs — or debug a job that died, looped or never ran. Use when…

判断下跌或回调中的个股是否值得承接，并给出观察区、试错条件、分批节奏与放弃标准。适用于趋势回踩、事件后回落、震荡低吸与左侧谨慎试错场景。

Use when animation involves depth, perspective, volume, or three-dimensional awareness—camera moves, character positioning, environmental interaction, or maintaining consistent spatial relationships.

Production Incident Commander — diagnose and recover from production incidents. Use when something is broken in production, site is down, errors spiking, or user reports a critical bug.

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or…

当要写/整理在线文档、建数据表增删改查、导入 CSV·Excel、做看板/dashboard/运营页/汇报页、md 转网页或演示 HTML 发布、建目录、上传下载网盘文件、审阅修订、分享协作，以及提到资料库/知识库/网盘/空间/workbuddy.cn/space 链接时使用。资料库是 WorkBuddy…

Query the WHO ATC/DDD Classification System. Use whenever the user asks about ATC codes, drug classification hierarchy, Defined Daily Doses (DDD), or wants to look up drugs by ATC class or find the…

Use when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc state management, GoRouter navigation, platform-specific implementations,…