Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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An intelligent chapter-structure refactoring skill that deeply analyzes and systematically restructures the writing approach, logical architecture, and content organization of entire academic-paper chapters. It rewrites chapters as a whole at an academic level by analyzing chapter intent, unpacking sentence meanings, and reorganizing the writing logic. Suitable for chapters with unclear logical threads, disorganized structure, nonstandard expression, or underused source material; commonly used for substantial sections such as methods, models, and experiments/case studies that need comprehensive reshaping.
3D chart visualization with Swift Charts using Chart3D, SurfacePlot, interactive pose control, and surface styling — plus a 2D Swift Charts construction reference (marks, axes, selection, SectorMark, scrollable charts). Use when creating data visualizations with Swift Charts.
Provides comprehensive guidance for Alibaba Cloud ECS including instance creation, configuration, security groups, and ECS management. Use when the user asks about Alibaba Cloud ECS, needs to create ECS instances, configure ECS, or manage Alibaba Cloud compute resources.
Guidance for cloud and SaaS security posture management - combining Defender for Cloud CSPM (IaaS/PaaS) and Defender for Cloud Apps SSPM (SaaS) to assess and harden posture across cloud and SaaS apps. Covers Secure Score, MCSB, attack-path analysis, SSPM recommendations, and governance. WHEN: cloud security posture, SaaS security posture management, SSPM, CSPM, secure cloud apps, posture recommendations, harden SaaS configuration, app security posture, multicloud and SaaS hardening, harden Microsoft 365 SaaS settings, find misconfigured Salesforce or ServiceNow settings, SaaS app misconfiguration. DO NOT USE for IaaS/PaaS workload threat protection plans (use defender-for-cloud-hardening) or for SaaS threat detection only (use defender-for-cloud-apps).
Advise developers on using Contentstack branches for isolated content development and aliases for zero-downtime content deployments. Cover branch strategy, branch-specific vs global modules, CI/CD integration, merge behavior, and rollback patterns. Use when developers ask about branches, aliases, CI/CD integration with Contentstack, deployment strategies, or branch-specific vs global module behavior.
Starting from a fixed point (commit, branch, tag, or merge-base), review changes along two axes — standards (does the code follow the repo's documented coding standards?) and spec (does the code match the requirements of the original issue/PRD?). The two review lines run in parallel sub-agents and report results side by side. Use when the user wants to review a branch, a PR, in-progress changes, or asks to "review from X".
Apache Commons best-practice patterns, distilled from official documentation. Covers Commons Lang3 (the many faces of StringUtils null checks, isEmpty vs isBlank, migrating from Validate throwing NullPointerException), Commons IO (the IOUtils.toString large-file trap, the FileUtils.lineIterator line-by-line read pattern, FilenameUtils.normalize path normalization), and Commons Collections4 (CollectionUtils.union/intersection/subtract set operations). Corrects common LLM misuse: confusing StringUtils.isBlank vs isEmpty, IOUtils.toString causing OOM on large files, not knowing the LineIterator line-by-line pattern, and using the lang package name instead of lang3.
Expertise in compiler development using LLVM infrastructure including frontend design, IR generation, optimization passes, and code generation. Use this skill when building custom programming languages, implementing DSL compilers, or working on compiler internals.
Run a complete protein binder design campaign with NVIDIA Proteina-Complexa: resolve a target structure and hotspots from a name/sequence/PDB, co-design binder sequence+structure with reward-guided test-time search (best-of-n, beam search, FK steering, MCTS), select with the internal AF2 reward gate, then INDEPENDENTLY validate each binder by refolding the complex with Boltz2 (default) or OpenFold3 and rank on interface confidence, pLDDT, ipSAE, apo/holo stability, and hotspot contact. Use whenever the user wants de novo binders against a named target, sequence, or PDB, hotspot/epitope-targeted design, Proteina-Complexa / Complexa, or ranked validated binders from one request. Sibling of protein-binder-design (RFdiffusion + ProteinMPNN); this skill uses Proteina-Complexa.
Converts Markdown content into the format required for Dev.to publication, ensuring correct YAML frontmatter, headers, liquid tags, and inline formatting. Use when the user asks to format or convert an existing blog post or Markdown file for Dev.to.
Scaffold a VeChain dApp with Next.js, VeChain Kit, Chakra UI v3, and GitHub Pages deployment. Supports standalone (frontend-only) or monorepo (Turbo + Hardhat contracts) modes. Use when creating a new VeChain project, scaffolding a dApp, setting up a VeChain frontend, or bootstrapping a VeChain monorepo.
Translate a brand's strategy — its emotional target and muses — into the concrete visual system: color, typography, composition, pattern & texture, iconography, illustration, and photography, as one coherent language. Use after brand-strategy and before logo or application work, or when the user mentions 'creative direction,' 'visual identity,' 'visual system,' 'design language,' 'stylescape,' 'pick our colors and fonts,' 'define our look,' or an audit's moving-forward items. This is where 'what it should feel like' becomes 'what it looks like'
World-class creative director for branding, web design, and UI concepts. Use when the user asks for a new design concept, brand identity, website creative direction, UI experience concept, visual identity, or creative strategy for a business, product, or project. Produces detailed, richly described creative concepts — not code or implementations.
Expert in onboarding, adoption, and retention strategies. Specializes in turning users into advocates through structured success plans and proactive health monitoring. Use when designing onboarding flows, creating success plans, or improving customer retention.
Data analysis tool for Excel, CSV, Word, PDF, TXT, Markdown files. Use when user needs to analyze, summarize, or compare data from multiple files. Supports folder scanning, data aggregation, statistics, report generation in Markdown/Excel/Word/PDF. Multi-language support. 数据分析、文件夹分析、Excel分析。
Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper. Use when designing data access layers, optimizing slow database queries, choosing between EF Core and Dapper, or avoiding common performance pitfalls.
Use when a user has a long screen recording, tutorial, conference talk, or demo recording and needs to cut it down to a tight watchable version — removes dead air, mistakes, "ums", and silences. Triggering symptoms include phrases like "raw recording is too long", "edit out the bad takes", "fix the ums", "remove silences", "rough cut my demo", or any DaVinci Resolve cutting question for long-form content.
"Safely deploys Move contracts to Aptos networks (devnet, testnet, mainnet) with pre-deployment verification. Triggers on: 'deploy contract', 'publish to testnet', 'deploy to mainnet', 'how to deploy', 'publish module', 'deployment checklist', 'deploy to devnet'."
Systematically evaluates existing designs against cognitive science principles using repeatable checklists, scoring rubrics, and severity-classified fix recommendations. Use when conducting design reviews or critiques, evaluating designs for cognitive alignment, performing quality assurance before launch, diagnosing usability issues, or choosing between design alternatives with objective criteria.
Detects and prevents privilege escalation inside Kubernetes pods by combining admission control (OPA policies), runtime monitoring (Falco), and audit log analysis of security contexts, Linux capabilities, and syscall patterns. Use when investigating a pod running as root or privileged, hardening workloads against in-pod escalation, or hunting for containers exceeding their intended scope. Keywords: allowPrivilegeEscalation, runAsRoot, capabilities, securityContext, OPA, Falco, audit log. Do not use for escalation through RBAC and service-account permissions - use auditing-kubernetes-rbac-privilege-escalation.
Use this skill to find high-quality dividend growth stocks (12%+ annual dividend growth, 1.5%+ yield) that are experiencing temporary pullbacks, identified by RSI oversold conditions (RSI ≤40). This skill combines fundamental dividend analysis with technical timing indicators to identify buying opportunities in strong dividend growers during short-term weakness.
Docker containerization patterns for Python/React projects. Use when creating or modifying Dockerfiles, optimizing image size, setting up Docker Compose for local development, or hardening container security. Covers multi-stage builds for Python (python:3.12-slim) and React (node:20-alpine -> nginx:alpine), layer optimization, .dockerignore, non-root user, security scanning with Trivy, Docker Compose for dev (backend + frontend + PostgreSQL + Redis), and image tagging strategy. Does NOT cover deployment orchestration (use deployment-pipeline).
Look up CE.SDK Vue.js reference docs, guides, and configuration pages. Use when the user needs CE.SDK docs for Vue.js — configuration, UI customization, export options, feature guides, or getting-started instructions. Also triggered by "IMG.LY", "CreativeEditor", "CE.SDK", or "cesdk" when the user needs an existing Vue.js doc page. Not for writing code (use build) or concept explanations (use explain). <example> Context: User asks about Vue.js configuration user: "How do I configure the editor in Vue.js?" assistant: "I'll use /imgly-sdk:docs-vue to look up configuration options." </example> <example> Context: User asks about Vue plugin registration user: "How do I register CE.SDK as a Vue plugin?" assistant: "Let me use /imgly-sdk:docs-vue to find the relevant documentation." </example>
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Reverse JavaScript-based custom DSL/VM interpreters, non-standard WASM-like runtimes, and risk-control engines. Use when analyzing IIFE or switch-based opcode dispatchers, extracting instruction tables, recovering bytecode semantics, capturing VM state at runtime, or reconstructing execution flow.
CodeStable is an AI coding workflow for serious software engineering that keeps humans in the loop. Rather than centering on Agent orchestration, it organizes requirements, architecture, features, issues, and historical decisions to make development driven by Codex and Claude controllable, traceable, and continuously evolvable.
CodeStable is an AI coding workflow for serious software engineering that keeps humans in the loop. Rather than centering on Agent orchestration, it organizes requirements, architecture, features, issues, and historical decisions to make development driven by Codex and Claude controllable, traceable, and continuously evolvable.
CodeStable is an AI coding workflow for serious software engineering that keeps humans in the loop. Rather than centering on Agent orchestration, it organizes requirements, architecture, features, issues, and historical decisions to make development driven by Codex and Claude controllable, traceable, and continuously evolvable.
CodeStable is an AI coding workflow for serious software engineering that keeps humans in the loop. Rather than centering on Agent orchestration, it organizes requirements, architecture, features, issues, and historical decisions to make development driven by Codex and Claude controllable, traceable, and continuously evolvable.
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.