Productivity AI Skills

Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old codebases with no documentation.…

Surface past learnings relevant to the current task before starting work. Searches correction history, recalls past mistakes, and applies prior patterns. Use when starting a task, saying "what do I…

Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships. Creates…

Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource…

Use when asked to make an interactive 3D explorer of a topic from start to finish, go from a topic to a clickable 3D learning page, or run the whole 3D explorer process. Produces a staged run of…

Use when a draft, paper, or paper-like report is substantial enough for an independent skeptical audit before finalization, rebuttal, or revision routing.

Comprehensive structural variant (SV) analysis skill for clinical genomics. Classifies SVs (deletions, duplications, inversions, translocations), assesses pathogenicity using ACMG-adapted criteria,…

PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model…

When you want to model personal financial scenarios — house purchase + rental income (ADU, bedroom rentals, house-hacking), renovation budgets, monthly cash flow, big-purchase decisions,…

Read, create, and update Notion pages and databases via the Notion REST API

Analyzes chemical libraries by scaffold using Bemis-Murcko scaffolds, generic frameworks, cyclic skeletons, matched molecular pair (MMP) analysis via mmpdb, R-group decomposition, Free-Wilson…

Use when a PAID MEDIA plan is needed — work backward from revenue to max CPA and required budget, split spend across channels, funnel stages, and campaign types, build a ramp-up timeline, set KPI…

Use when facing architectural decisions, complex trade-offs, strategic technology choices, or scaling and migration questions that deserve more than a quick answer. Lays out options with trade-offs,…

Use when analyzing content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning content around high-engagement topics

Orchestrate major plot points plus detailed beats: preprocess, extract, expand, format. Use when a full plot skeleton and beat sheet are needed.

Use this skill whenever asked about Argentine income tax (Impuesto a las Ganancias) for self-employed individuals (autónomos / profesionales independientes). Trigger on phrases like "Ganancias",…

产品策略专家 Owner — 当任务涉及需求价值、目标用户、范围取舍、优先级、路线图、成功指标、产品化文档或用户要求从产品专家角度审查时使用；要求把方案绑定用户问题、业务价值、阶段边界和可验证信号。

Use to coordinate approvals, communications, and accountability across teams for feedback programs.

Use this skill when the user says 'roadmap', 'product roadmap', 'quarterly plan', 'now/next/later', 'OKRs', or needs strategic planning with themes, milestones, resource allocation, and…

Complete RFI (Request for Information) management system. Create, track, route, and analyze RFIs with automatic notifications and response deadline tracking.

Use when drafting an IRB or ethics research protocol. Writes Background, Study Design, Sample Size and Statistical Plan in full prose and leaves institution-specific sections as TODO skeletons.…

明确输入、输出、成功标准、决策和未解决的条件，使下游智能体无需猜测即可执行。用于编写或修改面向 LLM 的提示词、交接、规划产物、评审、报告或生成的指令。

Regenerate copilot-instructions.md for GitHub Copilot with vendor-specific content only

Size and structure an emergency fund based on individual circumstances, income stability, and expense profile. Use when the user asks about emergency fund sizing, how many months of expenses to save,…

Use this skill when a teammate pastes a LinkedIn URL or work email for someone they just met at a booth, dinner or conference hallway and wants that lead captured the same way every time. It resolves…

把教师资格证备考从“泛泛刷题”变成诊断、提分优先级、限时训练、错题复盘和下次复测的闭环，帮助用户知道现在最该抓什么、每天怎么练、怎么判断有没有进步。 Workflow: teacher_certification_sprint.run.

Plan or produce marketing video with scripts, storyboards, shot and asset lists, consent-aware AI or avatar choices, programmatic rendering, edit decisions, pacing, export specs, and video-search…

Containerização com Docker e Docker Compose: configuração para desenvolvimento com hot reload, produção com health checks, multi-stage builds, Docker networks e gestão de secrets e variáveis de…

Provides CX Configure Price Quote implementation guidance for the Quoting functional area.

Canonical Runx skill-authoring implementation. Use for designing, creating, updating, improving, or adding harness coverage to a Runx skill package; it combines bounded agent judgment with native file…

Use for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or 'this coding agent' when…

Generate vm0-style vm0 in-app spot illustrations: bold hand-drawn ink line art with white-filled interiors, a soft rounded color backdrop, transparent output, and simple iconic metaphors for product…

Plans demand-gen webinars: topic selection, speaker sourcing, promotion cadence, run-of-show, and post-event follow-up sequences. Use when the user is planning a single webinar or a webinar series…

Use when new or materially changed strategy code will send live orders and the first ones should be small enough that a defect costs a rounding error; shadow mode first, then deliberately shrunken…

Use when planning, governing, or upgrading product content as a system - voice charts, content-first design, UI text patterns, form completion gates, error taxonomy, content measurement, decision…

Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for SSRF reachability, internal route probing, metadata-service access, credential pivoting, and…

Introduce yourself to a newly connected channel. Triggered automatically when a channel is first wired. Send a friendly greeting and brief overview of what you can do.

Generate Mermaid diagrams from user requirements. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align…

内容创作者与运营专员在需要采集网页、追踪热点或进行多平台分发时，使用此技能可一键完成从内容获取、智能配图、小红书图文生成到微信、小红书、X、B站等多平台自动发布的全流程，轻松实现内容产出与分发效率翻倍。 智能内容创作与发布全流程系统。根据用户需求自动识别场景， 编排调用网页采集、智能配图、小红书图文生成、热点内容创作、多平台发布等技能， 实现从内容获取到发布的一站式自动化。 支持场景： -…

Generate or scaffold ASP.NET Core code — Razor Pages, Blazor components, MVC controllers, views, and Minimal API endpoints — without using ASP.NET Core CLI scaffolding/code-generation tools. Use when…

Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP URLs or asks to calibrate live cameras; VIOS records clips, AMC ingests them,…

Apply the Zeigarnik Effect — incomplete tasks stay mentally active. Use when designing progress indicators, saved drafts, and return hooks. For the emotional shape of the ending, use `peak-end-rule`.

Prevent destructive operations using Claude Code hooks. Three modes — cautious (warn on dangerous commands), lockdown (restrict edits to one directory), and clear (remove restrictions). Uses…

[omh] Hermes Context Budget Review workflow: plan compact context, token/cost budgets, summarization checkpoints, and overflow recovery before long agent work. Use when the user says:…

使用 AgentShield 扫描 Claude Code 配置（.claude/ 目录）中的安全漏洞、配置错误和注入风险。检查 CLAUDE.md、settings.json、MCP 服务端、钩子（Hooks）和智能体（Agents）定义。

Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI…

Use when asked to build a 3D viewer for a GLB model, make an interactive explorer with clickable labelled parts, add an exploded view or quiz to a 3D model, or turn a parts list into a web page.…

Analyzes room observations to identify potential living things (e.g., eggs, plants, animals) among listed objects. Use this skill when a task involves finding, focusing on, or interacting with a…

Selects, reviews, and migrates Apple-platform app architectures across MV with Observation, MVVM, MVI, TCA, Clean Architecture, Coordinator, and legacy VIPER. Use when choosing module and dependency…