Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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AI agent skills for image and video generation via Higgsfield AI. Use this skill when asked to generate images or videos from a prompt, create branded ad video (UGC, unboxing, TV spot) with Marketing Studio, produce product photography or marketplace cards, train a reusable face identity (Soul Character), score a finished video's virality, or build/edit/deploy a full-stack website. Image/video generation spans 30+ models (Nano Banana 2, Soul V2, Veo 3.1, Kling 3.0, Seedance 2.0, Flux 2, GPT Image 2, …). Bundles five skills: higgsfield-generate, higgsfield-soul-id, higgsfield-product-photoshoot, higgsfield-marketplace-cards, and higgsfield-websites Markdown-based agents.
Manage CloudRobo inference services — deploy a model into a managed inference service, list/query deployed services and their logs, start/stop a running service, update or delete a service, and orchestrate the 'wait-deploy' convenience flow that polls a service until it finishes deploying. Inference services consume models produced by cloudrobo-train and are consumed by robo-dispatcher when dispatching embodied tasks. Triggers include: infer, inference, model deployment, deploy model, inference service, service deployment, start inference, stop inference, service logs, wait-deploy, model serving, 推理, 推理服务, 模型部署, 部署模型, 推理服务管理, 服务日志, 模型服务.
Edits Russian AI text: removes bureaucratese, empty openings, marketing puffery and chatbot wrappers without changing facts or the author's voice. Use when: «очеловечь», «сделай читаемым», «убери канцелярит», «звучит как нейросеть», «причеши текст», «проверь на слоп»; for articles, instructions, posts, emails and ТЗ.
Generate hybrid cloud tests for the Sentry codebase. Use when asked to "generate HC test", "create hybrid cloud test", "write HC test", "add HC test", "write RPC test", "test RPC service", "silo test", "cross-silo test", "outbox test", "API gateway test", or "endpoint silo test". Covers RPC service tests, API gateway tests, outbox pattern tests, and API endpoint tests with silo decorators.
Design ablations that isolate causal mechanisms instead of producing decorative tables. Use during paper preparation, benchmark analysis, reviewer response, or whenever multiple mechanisms could explain an observed gain and the user needs to determine which component matters, why it matters, and whether alternative explanations remain plausible.
Expert guidance on image optimization for web performance. Use when auditing or improving image delivery, Core Web Vitals (LCP/CLS/INP), responsive images (srcset/sizes), lazy loading, preloading, image CDN pipelines (Sirv, Cloudinary, imgix, Vercel, Cloudflare), format choice (AVIF, WebP, JPEG XL, SVG, HDR), compression and quality settings, placeholders, image alt text, or image-heavy frontend code. For Sirv URL parameters, Sirv REST API calls, Sirv Media Viewer galleries, or video, the sibling skills own the details.
Improve how interfaces use photos, screenshots, icons, illustrations, and user-uploaded media so visuals support clarity instead of undermining it. Use when the user mentions images, screenshots, background photos, hero images, icon sizing, user-uploaded media, crops, overlays, or image readability.
Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someone asks to prioritize, rank, sequence, or triage impediments, countermeasures, remediation items, risks, findings, gaps, action items, or backlog entries; or mentions value-stream prioritization, A3 / lean countermeasure ranking, ROI vs. effort scoring, or building a remediation / improvement backlog. Works with GHQR findings, audit results, retrospective action items, risk registers, architecture review gaps, or any free-form `{impediment, countermeasure}` list.
Implement and maintain compliance with SOC 2, HIPAA, PCI-DSS, and GDPR using unified control mapping, policy-as-code enforcement, and automated evidence collection. Use when building systems requiring regulatory compliance, implementing security controls across multiple frameworks, or automating audit preparation.
Installs Calico as the cluster CNI and writes standard Kubernetes NetworkPolicy under it, covering default-deny baselines, policy ordering and precedence, service-account-based selectors, and verifying that policy is genuinely being enforced. Use when adopting Calico as the enforcement CNI, establishing a default-deny baseline, or debugging why a NetworkPolicy is not taking effect under Calico. Keywords: Calico CNI, NetworkPolicy, default deny, policy order, Felix, service account selector. Do not use for Calico-only CRDs such as GlobalNetworkPolicy or DNS egress - use implementing-container-network-policies-with-calico; for CNI-agnostic policy use implementing-network-policies-for-kubernetes.
Comprehensive infrastructure engineering covering DevOps, cloud platforms, FinOps, and DevSecOps. Platforms: AWS (EC2, Lambda, S3, ECS, EKS, RDS, CloudFormation), Azure basics, Cloudflare (Workers, R2, D1, Pages), GCP (GKE, Cloud Run, Cloud Storage), Docker, Kubernetes. Capabilities: CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins), GitOps, infrastructure as code (Terraform, CloudFormation), container orchestration, cost optimization, security scanning, vulnerability management, secrets management, compliance (SOC2, HIPAA). Actions: deploy, configure, manage, scale, monitor, secure, optimize cloud infrastructure. Keywords: AWS, EC2, Lambda, S3, ECS, EKS, RDS, CloudFormation, Azure, Kubernetes, k8s, Docker, Terraform, CI/CD, GitHub Actions, GitLab CI, Jenkins, ArgoCD, Flux, cost optimization, FinOps, reserved instances, spot instances, security scanning, SAST, DAST, vulnerability management, secrets management, Vault, compliance, monitoring, observability. Use when: deploying to AWS/Azure/GCP/Cloudflare, setting up CI/CD pipelines, implementing GitOps workflows, managing Kubernetes clusters, optimizing cloud costs, implementing security best practices, managing infrastructure as code, container orchestration, compliance requirements, cost analysis and optimization.
Design, implement, review, and troubleshoot secure Easypaisa merchant payment integrations for Pakistani websites, mobile apps, and commerce platforms. Covers Easypaisa Mobile Account and OTC flows, approved hosted or direct integration methods, callbacks/postbacks, transaction verification, reversals, settlement, merchant reporting, plugins, reconciliation, onboarding, and production rollout. Use when adding Easypaisa payments, repairing an existing Easypay/Easypaisa gateway, migrating outdated code, or preparing a merchant integration for certification and launch.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
This skill MUST be used when the user needs stock screening, portfolio risk review, dividend portfolio design, pre-earnings analysis, industry competition analysis, DCF valuation, technical analysis, or stock trend/anomaly detection. MUST trigger on requests like 選股, 投資組合風險, 股息策略, 財報前瞻, DCF 估值, 技術面分析, 產業競爭研究, 趨勢識別, or investment research prompts.
Write Swift animation code using Apple's latest frameworks — SwiftUI animations, Core Animation, and UIKit. Prefer first-party APIs over third-party libraries. Use when implementing iOS animations, writing animation code, building transitions, creating gesture-driven interactions, or converting animation specs/designs into working Swift code. Covers iOS 18 through iOS 26 APIs including KeyframeAnimator, PhaseAnimator, custom Transition protocol, zoom navigation transitions, matchedGeometryEffect, symbol effects, mesh gradients, and SwiftUI-UIKit animation bridging.
Java language (17+). Covers modern features, patterns, and best practices. Use when writing Java applications, Spring Boot backends, or enterprise systems. USE WHEN: user mentions "java", "records", "sealed classes", "streams", asks about "pattern matching", "switch expressions", "Optional", "collections", "generics" DO NOT USE FOR: reviewing existing Java code - use `review/java`, which covers the defects javac and an unconfigured build do not report DO NOT USE FOR: Spring Boot specifics - use `backend-spring-boot` skill instead DO NOT USE FOR: Lombok annotations - use `lombok` skill instead DO NOT USE FOR: MapStruct - use `mapstruct` skill instead
Review Kafka schema changes (Avro, Protobuf, JSON Schema) for compatibility and evolution best practices using the Lenses MCP server. Detects breaking changes, missing defaults, schema drift and naming issues. Use when user says "review schema changes", "check schema compatibility", "will this schema break consumers" or asks about schema evolution. Do NOT use for creating new schemas from scratch or registering them in the cluster.
Audit all Kafka topic configurations against production best practices using the Lenses MCP server. Checks replication factor, retention, partitions, compaction, naming conventions, orphaned topics and missing metadata. Use when user says "audit my topics", "check topic configs", "topic health check" or asks about retention, replication or partition settings. Do NOT use for creating, deleting or modifying topics.
Extract insights from multi-agent interactions, identify patterns, and build collective intelligence through cross-agent learning and knowledge management. Use when synthesizing findings, building knowledge bases, or improving system-wide practices.
External-research routing for confirmed code problems: triage whether the root cause is internal / external / hybrid, run a known-issue quick search before deep root-causing (platform silent failures, nested host runtimes, no code-level suspects), and evaluate industry-wide hard limits. Delegates all WebSearch discipline to effective-web-research. Referenced by PDCA hosts via frontmatter dependencies; load during the technical-analysis stage. Do NOT use for competitor product-behavior, interaction-boundary, or mechanism observation (competitive-research).
Provides comprehensive guidance for Kubernetes including pods, services, deployments, ingress, and cluster management. Use when the user asks about Kubernetes, needs to deploy applications to Kubernetes, configure Kubernetes resources, or manage Kubernetes clusters.
Reference for Kuroco server-side processing and design of external integration methods. Covers Smarty template syntax and 151 plugins (api, api_internal, sendmail, slack_post_message, ai_completion, etc.), scheduled execution via batch processing, spiders, Webhooks, trigger processing on content and form updates, trigger email addresses, Slack, Chatwork, SendGrid, and GitHub Actions integrations, selection of external system integration methods (direct call / proxy / import), and secret and OAuth token management and timeout constraints. Use for Smarty syntax and plugin usage, implementing scheduled execution, automation, external notifications, and custom processing, and consulting on integration methods with external APIs such as LINE, Slack, and Instagram and how to hide API keys.
Configure LaunchDarkly Release Autopilot settings (GitHub App auto-flagging and auto-releasing) through the hosted MCP, or diagnose why a pull request was not classified or auto-flagged. Use when the user wants to enable auto-flagging, map a GitHub repo to a LaunchDarkly project, change Release Autopilot account defaults, unmap a repo, or asks why Release Autopilot did not classify their PR. For first-time setup (choosing capabilities, connecting GitHub, choosing inference, reviewing release policies), use launchdarkly-release-autopilot-onboarding instead.
Retrieve Korean laws, court precedents, administrative rules, and local ordinances through connected Legalize-KR MCP tools. Use it for document search, full text, article lookup, and revision comparison. It also guides CLI, local MCP, Git, and direct GitHub access when connected tools are unavailable.
Maestro orchestrator for end-to-end LGPD (Lei 13.709/2018) compliance in a software project. Use for "como estamos de LGPD", "audite LGPD", "nos deixe LGPD seguros", "gap analysis LGPD", "compliance LGPD", "auditar privacidade", "LGPD do projeto", or any request to assess, implement, or retrofit privacy compliance — including English phrasings like "are we privacy-safe", "audit our privacy", or "we collect personal data, what do we need". Chains specialized sub-skills (data mapping, legal basis, consent, DSAR, incident response, ROPA, RIPD, retention, vendor audit, DPA, international transfer, encarregado, and ECA Digital / Lei 15.211/2025 for platforms with minors) and produces versioned artifacts under .lgpd/. Trigger even when the word "LGPD" is not used.
Use this skill when the user says "一鱼多吃", "生成长文", "生成短文", "转成公众号文章", "帮我出朋友圈/推特/即刻版本", or "基于这个脚本生成其他格式". Based on a finalized short-video script, it calls li-writer to generate a long-form article (WeChat public account) or short posts (Moments/Twitter/Jike). Even if the user only says "出长文" or "出短文" without specifying the source, proactively look for scripts and let the user choose. Do not trigger for: generating the original script (use li-writer), optimizing the opening (use li-opening), or generating a cover (use li-cover). Use when the user wants to repurpose a finalized video script into a long-form article or short posts.
Publish a local file (HTML report, PDF, image, dataset sample, build output) to Lightning AI and get a durable, public lightning.ai/artifacts/ link that never expires and renders inline in the browser. Also lists the artifacts drive, unpublishes (revokes) links and deletes the files behind them, all through the `lightning` CLI (`lightning-sdk` package) with `lightning login` or an API key, no code. Use when the user wants to share a file, a generated one-pager, or an agent-made artifact as a permanent URL, hand a file to a teammate or CI job, see or revoke existing shared links, or asks to "get a public / shareable link for this file".
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.