AI Ml AI Skills

Query DailyMed for FDA drug label / package insert information. Use whenever the user asks about drug labeling, SPL documents, prescribing information, NDC codes, or needs to look up current…

Zero-tolerance Anti-AI Slop engine: crisp UI, clean code, no slop / Engine Anti-AI Slop: UI presisi, kode bersih tanpa placeholder.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment automation, GitOps configuration, incident…

The test-shaping technique applied inside the test-first protocol — pick the lowest test level that exercises the behavior (unit, integration, contract, e2e, golden, property-based, evaluation), name…

A robust methodology for LLM-based requirements gathering and high-fidelity artifact generation. Employs 'Divide, Conquer, and Verify' tactics using specialized subagents, iterative exhaustion loops,…

Use Neo4j GenAI Plugin ai.text.* functions and procedures for in-Cypher embedding generation, text completion, structured output, chat, tokenization, and batch ingestion. Covers ai.text.embed(),…

Select, review, repair, validate, and land batches of up to 20 low-risk OpenClaw contributor pull requests using Vincent's maintainer preferences and bounded sub-agent lanes. Use for "next 20", broad…

Analyze CRM data (HubSpot, Pipedrive or Upsales) to build a data-driven Ideal Customer Profile from closed-won deals, contacts, and companies

Where the CometChat Android v6 chat UI goes in a Kotlin XML Views app — the default conversations→message Activity flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and…

从LIT_REVIEW.md和IDEA_REPORT.md中提取参考文献，自动生成符合JF/JFE/RFS/GB-T-7714格式的references.bib，并管理引用一致性。

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex…

Build and debug LeRobot datasets, training, and policy evaluation. For a first pretrained robot-arm demo, start with architect's reference-app selection.

Read-only security-posture review of a managed host or the whole estate: pending updates, listening services and open ports, SSH hardening, user accounts and sudo, failed logins, firewall state, and…

Delete one or more users from a live LiteLLM proxy. Ask for the user_id(s) and confirm before calling POST /user/delete.

Asks the user mid-run from inside an FSM action or Python `type: user` agent via the elicitation tools — `request_tool_access` for allowlist approvals and `request_human_input` for HITL…

黑色类型视觉设计预设。触发词：黑色、犯罪、悬疑、谍战、暗夜、侦探、黑帮。用于明确需要此类型的画面设计、图像/视频提示词、视觉参数查询与诊断；保留摄影、光色、空间、动作、材质、连续性及 style_route/style_module 接口。

Writes a detailed, executable implementation plan from an approved design or multi-step requirement, including exact files, interfaces, tests, commands, checkpoints, and rollback considerations. Use…

Brand strategy and identity design for businesses and products. Use when creating brand guidelines, developing visual identity systems, or defining brand positioning.

Show-before-commit previews — after completing work, present what changed as a live dev-server URL or a concise plain-language description so the user can confirm or request changes with confidence.…

Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census…

当验证Kubernetes配置时，分析YAML清单语法，检查资源定义规范，验证部署配置。验证集群资源，设计安全策略，和最佳实践。

List Summer Engine project templates, present the choices, and create a project from the chosen one.

Создать расширение конфигурации 1С (CFE) - scaffold XML-исходников. Используй когда нужно создать новое расширение для исправления, доработки или дополнения конфигурации

Designs provider runtimes for coding agents. Use when modeling model abstraction, streaming semantics, tool-call normalization, retries, or fallback routing.

Manage Usenet downloads with SABnzbd. Use when the user asks to "check SABnzbd", "list NZB queue", "add NZB", "pause downloads", "resume downloads", "SABnzbd status", "Usenet queue", "NZB history", or…

Use when orchestrating workers within a specific domain territory — managing work package dispatch, reviewing reports against the contract, and reporting status to the underboss

This skill should be used when the user needs to transform ideas, presentations, speeches, or data into persuasive stories using elite storytelling frameworks.

This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple…

Map materials science terms, crystal structures, and sample descriptions to standardized ontology classes and properties — resolve natural-language concepts to ontology entries with confidence scores,…

Analyze or pressure-test the home product's own pricing and packaging using current competitor offers, recent pricing changes, customer and deal evidence, and company context. Use when the deliverable…

Converting a supplied prompt into an executable specification: detects vague quality/quantity/explanation/style/design/technical/judgment wording, role and persona theater, and self-contradiction,…

Organische Social-Media-Inhalte für Deutschland und den DACH-Raum planen, verfassen, wiederverwenden, prüfen und messen. Nutze diesen Skill, wenn Posts, Redaktionspläne, Content-Serien oder…

Use when user wants to draft a PRD (Product Requirements Document) from raw input (meeting transcripts, hand-waved descriptions, scattered decisions). Workflow: load org's PRD Guideline + writing…

Write ServiceNow client scripts (onLoad/onChange/onSubmit/onCellEdit) using g_form, g_user, GlideAjax, field visibility/mandatory toggles, and validation with debounced server calls.

Repository guidance for using Turborepo to orchestrate workspace tasks, builds, validation, testing, and development workflows within the hr-skills monorepo.

Bootstrap skill — teaches the agent how to find and invoke skills. Use when starting any new task or session.

Design and audit evolving, evidence-weighted software topology. Start with a rapid declared-topology scan; escalate to full analysis for restructuring, multi-field evidence, broad scope, ambiguity, or…

Best practices for Capacitor app development including project structure, plugin usage, performance optimization, security, and deployment. Use this skill when reviewing Capacitor code, setting up new…

Generate, format, and validate code documentation — docstrings, JSDoc, OpenAPI/Swagger specs, documentation sites, and developer guides.

Design or review AWS architecture and infrastructure as code for serverless systems, migrations, scaling, reliability, and cost constraints.

Update a repository to the newest skillsaw — upgrade the install, report new rules and their findings in your repo, and bump version pins (GitHub Action SHAs, Makefile targets, pre-commit hooks). Use…

RAG architectures, agent design patterns, prompt engineering, and LLM evaluation — domain expertise for AI application engineers

Help developers use the DevExtreme Button component (dxButton) in Angular, React, Vue, jQuery, and ASP.NET Core Controls. Use when someone asks about Button configuration, click handling, icons,…

Extract the learning signal from execution traces — the textual analogue of a gradient. Use between evaluation and proposing edits. Reads a candidate's rollouts and traces, separates good signals to…

The repo front-door for a Flutter/Dart app — the cross-cutting house rules (feature-first layered MVVM, immutable state with a single write path, Riverpod 3.x for state + DI, typed Result/Failure…

Analyzes team composition using Belbin's nine team roles across Thinking, Action, and People categories. Maps team members to roles such as Plant, Shaper, Coordinator, Implementer, and others to…

rest-countries should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 3 operation/source entries against https://restcountries.com.

Incident-response playbook for lateral movement — SMB/admin shares, WinRM/PowerShell remoting, RDP, SSH, PsExec/WMI remote execution, pass-the-hash and remote services/tasks; use when Wazuh shows…

Independent review of a completed implementation against its plan, acceptance criteria, and code quality standards. Produces a structured review with severity-rated findings. Use after…

Scan a project to identify Kafka applications, extract schemas from data models, tag PII fields, generate Terraform for Confluent Schema Registry registration, and produce a migration report with…

Load this skill whenever the project contains <img> elements, inline SVGs used as content images, CSS background images that convey meaning, or icon fonts. Under no circumstances omit alt text on…