AI Ml AI Skills

Map computational materials tasks onto workflow engines such as atomate2, jobflow, AiiDA, pyiron, or a simple one-off script. Use when deciding how to structure a reproducible campaign, DAG, restart…

Use when the user wants to build or think through a strategy via guided conversation — for a company, product, team, career, or initiative. Triggers on "help me figure out our direction", "what should…

Implementing CSS/JS animations for hover effects, loading states, modal transitions, and gesture interactions. Use for meaningful motion, interaction feedback, or performance-safe animation.

Use ONLY when the user's latest message explicitly contains the `/wrap-up` command. Harvests everything a long session produced into the project following that project's own rules — moves stray media…

Configure ServiceNow multi-tenant domain separation — domain hierarchy, sys_user_has_domain membership, domain-aware vs cross-domain queries, MSP tenant onboarding, and domain picker logic.

Help HR and compliance teams govern the responsible use of AI in HR processes, including hiring algorithms, monitoring tools, and policy design. Use when asked to design an AI governance policy for…

A curl-like CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media,…

Proactively monitors estimated token usage during long sessions and triggers context-window-management before overflow, not after. Use at the start of any session expected to last more than 30…

Load when a repository mutation creates or materially changes durable project contracts, OKF knowledge, specs, ADRs, or architecture/API/design documents; run a source-backed alignment pass that…

Complete guide to implementing push notifications in Capacitor apps using Firebase Cloud Messaging (FCM) and Apple Push Notification Service (APNs). Covers setup, handling, and best practices. Use…

Design, install, debug, review, plan capacity, audit scaling history, migrate from Cluster Autoscaler, and upgrade Karpenter v1.x on EKS. Covers NodePool, EC2NodeClass, NodeClaim, Spot diversity,…

Build or debug ChatGPT Apps SDK projects with MCP tools and widget UIs, using current official guidance for resources, bridges, metadata, and CSP.

Use when starting feature work that needs isolation from the current workspace, or before executing implementation plans — creates isolated git worktrees with smart directory selection and safety…

Help developers use the DevExtreme SelectBox component (dxSelectBox) in Angular, React, Vue, jQuery, and ASP.NET Core Controls. Use when someone asks about SelectBox configuration, data binding,…

Enforces Flutter/Dart project scaffolding where the layout makes defects greppable — a single-package app by default (feature-first under lib/features/, shared foundation split by role in core/ data/…

Provides a toolkit for moving from deliberation to commitment and from commitment to results. Covers the cost of decision paralysis, the 70% rule for when to stop gathering information, implementation…

Interpret Wazuh cloud and container alerts — AWS (CloudTrail, GuardDuty, VPC Flow, Security Hub), Azure, GCP, Microsoft Graph, Office 365, GitHub and Docker — with their key fields, normal baselines…

Load this skill whenever the project includes print stylesheets, print media queries (@media print), or any content intended for physical printing. Under no circumstances omit print CSS that ensures…

Send a text message (SMS) via Twilio. Numbers outside the allowlist need the user's approval.

Guides the agent through creating a new Ionic app using the Ionic CLI. Covers project scaffolding with ionic start, framework selection (Angular, React, Vue), template selection (blank, tabs,…

Autonomously optimize an existing skill's output quality by running it repeatedly, scoring against binary evals, mutating the prompt, and keeping improvements. Started only by the user, because it…

Search and validate up-to-date information with source links.

当用户明确要求审查 GitHub PR、评估是否合并或判断 PR 应如何处理时使用。对 PR 做只读、证据驱动的方案与风险评估，并给出合并建议。⚠️ 不适用：直接修改、合并 PR，或在本地执行不可信 PR 代码。

Interactive, multi-phase workflow for authoring a new public asb-* skill from one of Jason Cohen's concepts. Invoke explicitly via /create-asb-skill — auto-invocation is disabled to avoid accidentally…

Used when the user asks to "create a PowerPoint", "generate PPTX slides", "make a PowerPoint presentation", "build a .pptx deck", "create editable slides", "PptxGenJS", "editable presentation",…

Master prompt engineering for AI models: LLMs, image generators, video models. Techniques: chain-of-thought, few-shot, system prompts, negative prompts. Models: Claude, GPT-4, Gemini, FLUX, Veo,…

The iterative feedback loop that scores and critiques the implementation, media quality, and scroll storytelling before it reaches pre-flight.

Explore 2–4 deliberately different design directions for one brief, compare them side by side, then build out the one you pick — use whenever the user explicitly asks for several options, directions,…

Prepare, snapshot, run, rerun, debug, or interpret OpenClaw Parallels guest install, onboarding, gateway smoke, and upgrade checks across macOS, Windows, and Linux.

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections,…

Generate ideas via named methods from creative practice.

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up…

Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis,…

Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and…

Stores a DAG definition once and re-runs it by name, instead of pasting the definition into every run. Use when the user wants to save a DAG, run a saved one, or schedule the same multi-agent graph…

xAI Grok image and video generation guide covering authentication, endpoints, prompt structure, image editing, reference-image video, and async polling.

All animation knowledge for HyperFrames — atomic motion rules, multi-phase scene blueprints, scene transitions, broader motion-design techniques, AND the seven runtime adapters (GSAP default, plus…

Set up, adopt, refresh, or audit a repository's agent instructions (the AGENTS.md block) so AI agents work well in that repo. Also records observed agent mistakes as pitfalls. Use when invoked by name

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.

Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, Webflow, Adobe Experience Manager, and similar…

Review Talon tool placement and defensive prompts when requested or when adding or changing tools or subagents; apply confirmed changes and verify active capabilities.

agentmemory configuration, environment variables, ports, and feature flags. Use when enabling a feature, changing ports, setting an API key, configuring auth, or explaining why a feature is off by…

Review focus and context switching over a chosen period without inventing productivity scores.

Owns the Ideal State Artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores…

CI/CD pipeline expert for GitHub Actions, GitLab CI, Jenkins, and deployment automation

Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when…

Local SEO analysis covering Google Business Profile optimization, NAP consistency, citation health, review signals, local schema markup, location page quality, multi-location SEO, and…

Use when installing or configuring the WizTelemetry Data Pipeline (vector) extension for KubeSphere, which provides data collection, transformation, and routing for observability data including logs,…

Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained…

Search Inbox Zero mail, read threads, create mailbox drafts, and manage automation rules through a remote MCP server. Use when the user wants ChatGPT, Claude, or Cursor to work with their Gmail or…

Build a 30/60/90-day onboarding plan with milestones, resources and role-by-role guidance from the role and team situation, delivered as an Excel workbook