Skills
99,448 packaged capabilities and playbooks for agents. Install any of them with one command.
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Design and restyle React Native and Expo UI with a real visual direction: themes and color tokens, palettes from brand colors, screen layouts, and design audits of existing screens. Measures WCAG contrast with a bundled script and applies the platform rules that web habits get wrong (shadows, gradients, edge-to-edge, safe areas, blur). Use when the task is about how a screen or component looks or is laid out: a new theme, a new screen, a UI that feels off, a web or Figma design to translate. Not for data fetching, state management, navigation wiring, or non-visual bugs.
Production-grade README.md patterns for any project type. Use when creating project documentation, writing README files, or improving existing docs. Covers hero sections, quick start examples, comparison tables, troubleshooting guides, and limitation transparency. Triggers on README, documentation, project setup, open source.
When the user is influenced by group pressure or mainstream opinion in decision-making and needs to distinguish "conformity = safety" from "independent analysis = truly conservative." Language signals: "everyone says" / "all the analysts recommend it" / "this is industry practice" / "why not follow the crowd" / "isn't it safer to be conservative." Not applicable to: decisions already supported by independent analysis (when no correction is needed).
Decide whether an existing site should be improved in place, redesigned, partially rebuilt, or fully rebuilt after an evidence-backed audit. Use when the project needs a governed improve/redesign/rebuild recommendation balancing UX, SEO/LLM, migration risk, technical debt, timeline, and implementation cost.
Automatically OCR, rename, and sort receipt images/PDFs/videos by date, amount, and project, with summary reports and D365 expense mapping. Use when sorting receipts, organizing expense files, OCR renaming, receipt sorting, レシート仕分け, or D365経費カテゴリマッピング.
Active full-lifecycle asset reconnaissance. Use when you need complete reconnaissance from zero to vulnerability discovery against a target, the first phase of a penetration test, or a comprehensive understanding of the target's attack surface. Covers the full chain of subdomain enumeration → port scanning → liveness detection → fingerprinting → POC scanning.
Use this skill when the user asks to “follow red team methodology,” “perform bug bounty hunting,” “automate reconnaissance,” “hunt for XSS vulnerabilities,” “enumerate subdomains,” or needs security researcher techniques and tool configurations from top bug bounty hunters
Design, model, and optimize renewable energy systems including solar PV, wind power, energy storage, and grid integration. Use when "renewable energy, solar power, solar PV, wind energy, wind turbine, energy storage, battery storage, grid integration, capacity factor, " mentioned.
Per-reply engine for outbound. Takes ONE inbound reply, objection, ghost, lost proposal or trigger (a LinkedIn post, a work anniversary, company news) plus context, classifies it on a reply taxonomy, routes it to the right play and writes ONE ready-to-send reply or follow-up in the prospect's language. Covers hot-lead booking and recovery, "not interested", incumbent / in-house, channel routing ("we buy through our A/E or CM"), wrong person / geo / ICP, dead data, hard-no / opt-out, timing, curious probing, ghost bumps, value-first re-engage, trigger-based outreach, lost-proposal follow-ups and cold messages to a post author. Also triages meeting intent (how fast to answer, is the interest real) and sets the CRM / sending-platform action. Use on any single reply, email, thread screenshot or post: "what do I reply", "objection handler", "follow up", "recover this lead", "score this reply", "is this lead real". NOT for batch analysis of many replies (reply-audit), NOT for full cold sequences (sequence-writer).
Scrape G2, Capterra, and Trustpilot reviews for your product and competitors, then extract recurring themes, objections, proof points, and exact customer language for use in messaging. Chains review-site-scraper with LLM analysis. Produces a weekly or monthly digest that feeds directly into copywriting, positioning, and sales enablement. Use when a marketing team needs to ground messaging in real customer language.
Review software architecture for coupling, cohesion, SOLID principles, API design, scalability, and technical debt. Covers system-level evaluation, architecture decision record review, and improvement recommendations. Use when evaluating a proposed architecture before implementation, assessing an existing system for scalability or security, reviewing ADRs, performing a technical debt assessment, or evaluating readiness for significant scale-up.
Summarizes an RHDH sprint that has finished or is finishing, from Jira RHIDP, RHDHPLAN, RHDHBUGS, and RHDHSUPP: committed versus completed story points, scope added mid-sprint, per-member breakdown, epic progress, the demo checklist with RHDH file and slide naming, and the velocity trend. Use for "sprint report", "what did we complete this sprint", "sprint review prep", "how did the sprint go", or "which demos do we owe". Looks back at work already done; preparing the sprint that has not started yet is a different job, and a single issue such as RHIDP-1234 is not a sprint.
Manages the rhdh-plugin-export-overlays repository and Extensions Catalog: onboard plugins, update upstream versions, repair export or publish failures, inspect workspace health, triage the overlay PR backlog by label, staleness and merge readiness, and trigger /publish. Use for source.json, plugins-list.yaml, backstage.json, catalog metadata, overlay CI, plugin import, overlay PRs, or testing exact PR artifacts before merge. For code-level review of a pull request, use /rhdh-pr-review. To promote an rhdh-plugins release through overlays into rhdh-plugin-catalog, use /rhdh-plugin-midstream-propagate.
Author Roblox character animations (R15 or R6) headlessly in Blender from a JSON pose spec, verify them by rendering contact sheets and GIFs and match a reference pose. Use this whenever the user wants to make, generate, or automate a Roblox animation — a punch, swing, emote, idle, walk, death, tool action — or wants an animation built to match a reference pose, or asks to animate a .blend rig without opening Blender's UI. Also trigger when a Roblox animation "comes apart", limbs detach, a rig poses correctly in script but renders wrong, limbs pop or flip between frames, or a pose looks nothing like the reference.
Robusta Kubernetes observability and alert automation platform. USE WHEN installing Robusta OR configuring playbooks OR setting up notification sinks OR troubleshooting Kubernetes alerts OR creating custom actions OR integrating with Prometheus/AlertManager OR automating incident remediation.
RouterOS /container subsystem for running OCI containers on MikroTik devices. Use when: enabling containers on RouterOS, setting up VETH/bridge networking for containers, managing container lifecycle via CLI or REST API, building OCI images for RouterOS, configuring container environment variables, troubleshooting container issues, or when the user mentions RouterOS container, /container, VETH, device-mode container, or MikroTik Docker.
RouterOS packet capture and TZSP streaming for protocol debugging. Use when: capturing packets on RouterOS, setting up /tool/sniffer, streaming live traffic via TZSP, using firewall mangle action=sniff-tzsp, debugging network protocols on MikroTik, receiving TZSP with Wireshark or tshark, saving pcap files from RouterOS, or when the user mentions packet sniffer, TZSP, sniff-tzsp, /tool/sniffer, or packet capture on RouterOS.
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers, evaluating literature reviews, scoring research methodologies, analyzing scientific writing quality, or applying structured evaluation criteria to academic work. Provides comprehensive assessment across multiple dimensions including problem formulation, literature review, methodology, data collection, analysis, results interpretation, and scholarly writing quality.
Make rational, objective decisions with a four-step process: stay focused on the goal and filter out trivia → find a third option to break past the either-or constraint → sidestep cognitive biases → score quantitatively to make the final choice. Use when facing a major decision and feeling stuck, when options seem to be either-or, or when you worry about being misled by intuition. Not applicable to everyday low-risk small decisions (over-quantifying just wastes time). Key trigger signals: "torn between A and B" / "don't know how to choose" / "unhappy with both but must pick one" / "help me make a decision".
Library for bioinformatics and community ecology statistics. Provides data structures and algorithms for sequences, alignments, phylogenetics, and diversity analysis. Essential for microbiome research and ecological data science. Use for alpha/beta diversity metrics, ordination (PCoA), phylogenetic trees, sequence manipulation (DNA/RNA/Protein), distance matrices, PERMANOVA, and community ecology analysis.
Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons. Use for security questions, focused reviews, vulnerability research, security audits, or pen tests. Run the complete workflow only for explicit codebase audit or pen-test requests, full/comprehensive/end-to-end reviews, or requested report artifacts.
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.