Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Currency handling patterns for the Dinero.js money library. Use when working with multiple currencies, converting between currencies, defining custom currencies, storing monetary values in databases, or integrating with payment services like Stripe or PayPal. Triggers on currency conversion, database schema design for money, or payment API integration with Dinero objects
Build high-converting sales funnels using Russell Brunson's proven framework. Use when: **Launching an online product** and needing a complete funnel strategy; **Converting cold traffic** into paying customers systematically; **Increasing customer lifetime value** through value ladder design; **Writing sales pages, webinars, or email sequences** with proven scripts; **Reverse-engineering competitor funnels** to model what works
Eino component selection, configuration, and usage. Use when a user needs to choose or configure a ChatModel, AgenticModel, Embedding, Retriever, Indexer, Tool, Document loader/parser/transformer, Prompt template, or Callback handler. Covers all component interfaces and their implementations in eino-ext including OpenAI, Claude, Gemini, Ark, Ollama, Milvus, Elasticsearch, Redis, MCP tools, and more
Guides the creation and review of competitive grant proposals (NIH R01/R21/K, NSF, foundations) by applying reviewer-perspective thinking to ensure clear hypotheses, compelling significance, genuine innovation, and feasible approaches. Use when writing or reviewing grant proposals, crafting specific aims, drafting significance/innovation/approach sections, or when the user mentions R01, R21, K-series, grant writing, proposal review, study section, or fundable hypothesis.
Fills the funnel end to end without the owner babysitting it — reads the market and the competition for context, builds a ranked list of named prospects with a reason attached to each, writes personalized outreach in the owner's own voice, and logs every touch to the CRM. Chains lead-finder, outreach-composer, and crm-autopilot behind a web-native market read, with an owner approval at every handoff. Use this whenever the owner wants more pipeline rather than one specific piece of it, including phrasings like "I need more leads," "fill my funnel," "who should I be calling and what do I say," "find me customers like my best ones and reach out," "build me a prospect list and write the emails," or "sales has gone quiet, get something moving." Reach for it when the owner describes wanting new business generally rather than asking for a list or a single email.
Audit and optimize headings across AEM Edge Delivery Services pages for search intent, hierarchy, and consistency. Extracts all headings (H1-H6), evaluates uniqueness, keyword alignment, specificity, and structural correctness, then generates optimized heading suggestions per page. Use when improving on-page SEO, fixing heading hierarchy issues, or standardizing heading patterns across a site.
End-to-end guidance for writing mathematical modeling competition papers. Covers CUMCM and MCM/ICM, from paper structure planning and chapter writing to model validation, reference formatting, and final format checks. Pairs with math-modeling-solver as “problem solving → writing”; can expand solver-generated draft excerpts directly into full text. This skill must be used whenever the user mentions mathematical modeling paper writing, modeling competitions, papers for CUMCM/MCM, Electrician Cup, Asia-Pacific Cup, Shenzhen Cup, or Huawei Cup, CUMCM, MCM/ICM, paper structure, abstract writing, model validation, sensitivity analysis, LaTeX modeling templates, Word modeling formatting, Memo/Letter writing, model naming, Our Work flowcharts, or needs any part of a modeling paper written, revised, optimized, or checked.
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal accuracy loss, or enabling faster inference on hardware accelerators. Covers unstructured pruning, structured pruning, N:M sparsity, magnitude pruning, and one-shot methods.
Move smart contract security on Sui. Use when reviewing Move code for security vulnerabilities, designing access control patterns, handling capabilities safely, securing randomness usage, validating invariants, planning upgrade governance, managing keys, or auditing privileged operations. Also use when the user asks about UpgradeCap security, capability revocation, shared object authorization, onchain randomness restrictions, oracle data validation, emergency controls, or frontend transaction signing safety. For Move language fundamentals, see the `sui-move` skill. For object model and ownership, see the `object-model` skill. For publishing and upgrading packages, see the `sui-publish` skill.
Create a NocoBase 3 project for local development with `pnpm create @nocobase/app@beta`, configure it with `pnpm nocobase config init`, `config set`, and `config check`, start it, and hand over to the application's own guidance. Use when the user asks to install, create, set up, or try NocoBase for development, and the working directory has no NocoBase application yet. Not for production deployment, which belongs to the `nocobase-app-installer` Skill. Not for NocoBase 2 or the `nb` CLI, or work inside an existing application, which has its own AGENTS.md and Skills.
Works the bill pile from the AP inbox all the way to a staged payment run — reads and codes every bill, then checks the cash position before a dollar is committed, then stages the run for one-click approval and keeps the books tidy for close. Coding and paying are two separate decisions with two separate approvals, and the cash check sits between them on purpose. Runs on the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) and a mail connector (Gmail or M365), deepens with Expensify and Ramp, and works from uploaded PDFs or phone photos with the run sheet exported for manual entry. Use it when the owner says "pay the bills," "the bills are piling up," "what do I owe," "who needs to get paid this week," "can I afford to pay these," or forwards a stack of vendor invoices.
Peripheral driver methodology skill from MCU reference manuals. Use when reading register maps, timing diagrams, and writing drivers from vendor documentation. Activates on queries about reference manual, register map, peripheral init sequence, or datasheet-driven driver design.
Comprehensive best practices, design patterns, and common pitfalls for ROS2 (Robot Operating System 2) development. Use this skill when building ROS2 nodes, packages, launch files, components, or debugging ROS2 systems. Trigger whenever the user mentions ROS2, colcon, rclpy, rclcpp, DDS, QoS, lifecycle nodes, managed nodes, ROS2 launch, ROS2 parameters, ROS2 actions, nav2, MoveIt2, micro-ROS, or any ROS2-era robotics middleware. Also trigger for ROS2 workspace setup, DDS tuning, intra-process communication, ROS2 security, or deploying ROS2 in production. Also trigger for colcon build issues, ament_cmake, ament_python, CMakeLists.txt for ROS2, package.xml dependencies, rosdep, workspace overlays, custom message generation, or ROS2 build troubleshooting. Covers Humble, Iron, Jazzy, and Rolling distributions.
Personal knowledge management for Obsidian combining GTD, Zettelkasten, and PARA. Six workflows: (1) Capture - "capture this", "remember this", "save this thought", "note this down" - saves thoughts/tasks to daily inbox without categorization; (2) Process inbox - "process my inbox", "organize captures", "GTD processing" - clarifies items and routes them to projects or permanent notes; (3) Daily plan - "plan my day", "what should I work on", "morning planning" - creates prioritized task list based on energy and context; (4) Daily closeout - "daily closeout", "review my day", "evening reflection" - marks progress and drafts tomorrow's plan; (5) Setup - "set up my second brain", "configure vault" - configures vault path and user goals; (6) Excalidraw - "create a diagram", "visualize this", "draw flowchart", "sketch this" - creates .excalidraw.md files with rectangles, ellipses, diamonds, arrows, lines, and text. Proactively offers to capture valuable insights during research conversations.
Audit claude-skills with systematic 9-phase review: standards compliance, official docs verification, code accuracy, cross-file consistency, and version drift detection. Use when investigating skill issues, major updates detected, skill not verified >90 days, or before marketplace submission.
Standardize and validate SKILL.md files against the Agent Skills specification (agentskills.io). Use when creating or rewriting a skill, auditing an existing skill for spec compliance, sharpening trigger descriptions, canonicalizing overlapping skills into a canonical skill plus compatibility alias, or checking whether derived discovery surfaces (`skills.json`, README/setup inventories, `SKILL.toon`, `SKILL.compact.md`) still match the live skill folders. In repo-root maintenance loops, prefer truthful validator commands instead of bare `scripts/...` examples. Triggers on: "validate skill", "create SKILL.md", "check skill spec", "skill frontmatter", "improve skill description", "catalog sync", "SKILL.toon drift", "compact skill drift", "canonical skill".
Model and review safe TypeScript with strictness, narrowing, generics, modules, declarations, runtime validation, and public APIs. Use for tsconfig, types, compilation errors, libraries, or TS/JS contracts; don't confuse static types with external data validation
Map the people in a deal or account - roles, influence, sentiment, who's missing, and your best access path to the people you haven't reached. Use when the user asks "who are the players at [account]", "who's my way in", "am I single-threaded on [deal]", "map the stakeholders", or "who else should I be talking to".
Open a Remotion project in Remocn Studio, the desktop app for visually tuning a video and exporting mp4. Use when the user wants to open, continue, or export a video in Remocn Studio, or right after a video is built and they accept the offer to open it there. Also prepares a project for Studio to open
Implement the Syncfusion Blazor Stepper component for multi-step workflows. Use when creating step-by-step navigation UI, wizards, form workflows, or progress tracking. Covers step-based navigation, wizard interfaces, step validation, animations, templates, and stepper customization in Blazor applications.
Comprehensive security and correctness audit of a branch's changes. Use for thermo nuclear, thermonuclear, or deep review requests, or branch/PR diff audits focused on bugs, breaking changes, security issues, devex regressions, and feature-gate leaks.
Token optimization best practices for MCP server and tool interactions. Minimizes token consumption while maintaining effectiveness. USE WHEN: user mentions "token usage", "optimize tokens", "reduce API calls", "MCP efficiency", asks about "how to use less tokens", "MCP best practices", "limit output size", "efficient queries" DO NOT USE FOR: Code optimization - use `performance` instead, Text compression - this is about API usage patterns, Cost optimization (infrastructure) - use cloud/DevOps skills
Use when asked to "run an A/B test", "design an experiment", "check statistical significance", "trust our results", "avoid false positives", or "experiment guardrails". Helps design, run, and interpret controlled experiments correctly. Based on Ronny Kohavi's framework from "Trustworthy Online Controlled Experiments".
Generates an x-ray.md pre-audit report covering overview, enhanced threat model (protocol-type profiling, git-weighted attack surfaces, temporal risk analysis, composability dependency mapping), invariants, integrations, docs quality, test analysis, and developer/git history. Triggers on “x-ray”, “audit readiness”, “readiness report”, “pre-audit report”, “prep this protocol”, “protocol prep”, “summarize this protocol”.
An academic paper formatting assistant based on a standardized directory structure. Supports PDF, .doc, .docx, and .md input formats, and automatically selects an OCR pipeline, reformatting pipeline, or direct MD conversion pipeline. Includes environment cleanup confirmation, checkpoint recovery, smart image cropping, incremental DOCX generation by unit, dual-unit quality checks, intermediate state saving, and BibTeX reference management. All intermediate files go in resources/ and final outputs in outputs/.
Build or refresh a strategic account plan - current state, goals, stakeholder coverage, opportunity map, risks, and the action plan - written to a doc and key fields synced to the CRM. Use when the user says "build an account plan for [account]", "update the [account] plan", "account planning for [account]", or before a planning cycle / QBR.
Act on a callidescope run that failed—a per-project gate reporting a stack over that project's limit, a breadth gate, a gate that read none of its project's own files, a stale committed report, an unreadable tsconfig, a run that traced nothing, or a rejected command line or configuration. Use when callidescope or an inferred gate target exits non-zero; when a stack got deeper in a change; when deciding whether a failing gate is a code fix or a limit fix; when choosing or moving a project's own maximumDepth or maximumBreadth; when a printed maximumDepth disagrees with the number a gate judged; when a committed report disagrees with a fresh run; when a declared entry-point address resolves to nothing or several targets; when a traced project has no callidescope.config.ts of its own or one that omits a field; or before reaching for maximumDepth to make a failing check pass
Turn a release into a short changelog video with remocn: collect changes from git tags, commits, or merged pull requests, write them as a few human-readable lines, and build the video with the changelog archetype. Use when the user wants a release, version, or “what’s new” video for a repository
Comprehensive Docker and Docker Compose validation following best practices and security standards. Use this skill when users ask to validate Dockerfiles, review Docker configurations, check Docker Compose files, verify multi-stage builds, audit Docker security, or ensure compliance with Docker best practices. Validates syntax, security, multi-stage builds, and modern Docker Compose requirements.
Environment-level Dataverse administration — bulk delete, retention/archival, organization settings, OrgDB settings, recycle bin, audit, and the 37 allowlisted PPAC toggles. Use when the user wants to clean up data at scale, configure audit, change environment settings, manage retention policies, or list/cancel ERP batch jobs.
Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QSR compliance, cybersecurity guidance, and regulatory submission support. Use for FDA submission planning, QSR compliance assessments, HIPAA evaluations, and FDA regulatory strategy development.
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.