Skills
99,448 packaged capabilities and playbooks for agents. Install any of them with one command.
All
Add Redis Iris Lens tracing to an existing AI agent through redis-iris, so every agent turn is one trace in the Lens UI with its LLM calls, tokens, tool calls, memory and document retrievals, and which of them entered the prompt. Detects how the agent runs (LangGraph or ADK attach, workflows.turn, another framework, or a plain loop), installs redis-iris[llm-tracing], calls lens.init(agent_id=...), opens one lens.turn() per turn where Iris does not open it already, and covers coexistence with an OpenTelemetry setup or LLM instrumentation the app already has. Use when the user asks to add Lens, tracing, observability, or per-turn traces to their agent, or asks why their Lens traces are missing.
Add Redis Iris to an existing AI agent in any framework (LangGraph, LangChain, OpenAI Agents SDK, Google ADK, Pydantic AI, CrewAI, or a plain loop). Use when the user asks to add Iris, Redis Agent Memory, Agent Playbooks, Context Gateway, Intent Router, or Lens to their agent, or asks which Iris product their agent needs. Detects the framework and routes to the product skill.
100 questions about Binance Agentic Wallet. Uses Chinese Q&A to guide an agent in understanding Binance on-chain wallets, choosing official baw routes, checking transaction approvals and risk boundaries, and designing constrained automation extensions. Covers meme coin risks and honeypot detection, rug pull prevention, and verifying smart-money signals. For product questions, troubleshooting, trading strategy constraints, meme coin risk control, and wallet workflows; does not replace the official wallet skill and is not for placing Binance exchange futures orders.
Runs a local (LAN) and instant public host (Zero-Config Tunneling via Cloudflare/Localtunnel) for simultaneous multiplayer educational quizzes and board games in a classroom, without router configuration or a paid domain. Includes an automatic gradebook (real-time grade ledger), instant QR Codes for student smartphones, and export of grade summaries to Excel/JSON.
Assess, set up, and verify how an AI development environment uses an organization's actual design system. Use when someone wants to keep AI on their system's rails, connect system knowledge and tools to coding agents, establish reuse and gap policies, or check whether those guardrails work. Focuses on the workflow and its evidence; ordinary page building or a full system inspection alone does not require this skill.
This skill should be used when the user is building electrobun features for the milady-ai/milady project, submitting PRs to milady that will be reviewed by the agent-review system, asks about "electrobun milady", "milady electrobun PR", trust tiers, Biome compliance, or the release-electrobun.yml workflow.
Researches evidence unavailable locally: external documentation, public repositories at specific refs, archives, and published dependency artifacts (JARs, source JARs, POMs, dependency graphs), reusing a persistent cache of Git clones and Maven artifacts. Use for library docs, upstream source and history, dependency source or metadata, or any question needing external evidence
Use when the user asks to fix, patch or upgrade a self-managed GitLab vulnerability (e.g. 'Please fix my GitLab vulnerability'), CVE-2026-110264 or the GitLab 19.5.1 critical patch release, across Omnibus, Docker, Helm chart and IaC deployments. Read-only inventory, approval gate, post-deploy checklist, focused PRs.
Humanize prose or draft it from supplied facts when explicitly asked to "humanize", "de-AI", "remove AI-sounding language", or write in a human voice. Simplify by cutting filler, stale content, and needless complexity. Confirm scope each run and offer four voice presets.
Lays out each level as an ordered list of encounters (rooms, waves, packs, time spans), scores every encounter's threat from the same enemy stats used by combat and stat budgets, compares it with a threat budget curve per stage and role, shows single-target kill time against stage length, and cross-checks placed enemies against combat stages and kill counts against the economy. Also lays out pacing: enemy-less stretches, encounter times against economy stage lengths and purchases, accumulated load between rest points and rewards, and runs of strong encounters. Use when composing levels, waves or rooms, sizing encounters, placing rests and rewards, or checking that a level agrees with combat and economy assumptions, in any genre and engine.
Use when the user asks about MLX serving, mlx_lm.server, oMLX, Apple Silicon LLM serving, or running a local LLM on a Mac, and when troubleshooting a model that fails to load, OOM during load or inference, a server that hangs or crashes at batch>1, tool calls returned as plaintext content, a throughput regression, or the choice between mlx-lm and oMLX. Also covers oMLX feature-flag tuning (turboquant_kv, dflash, MTP, specprefill, thinking_budget, max-concurrent-requests, force_sampling), the OptiQ proxy for models exceeding RAM, Llama-4 ChunkedKVCache batch handling, Llama-3 tool-call JSON format, and bench-driven validation of serving configs. Apple Silicon M-series only, not cloud LLM hosting, non-MLX backends such as llama.cpp, Ollama and vLLM, or model training.
Richtet alles ein, um mit Claude Code (oder Codex) Motion-Graphics-Videos per Code zu bauen, und hilft danach, einen guten Video-Prompt zu schreiben. Fragt, ob HyperFrames, Remotion, Tesseract oder nichts installiert werden soll, verbindet auf Wunsch Higgsfield für Bilder, Videos, Stimmen und Musik und führt dann durch ein kurzes Interview (Länge, Format, Ziel, Branding, Referenz, Erfolgskriterium). Nutze diesen Skill, sobald jemand „Motion Fabrik“ sagt, den Link zu diesem Repo schickt, mit Claude Videos, Erklärvideos, Werbespots, Shorts oder Motion Graphics machen will oder HyperFrames, Remotion, Tesseract oder Higgsfield einrichten möchte. Also use it in English when someone wants to set up AI video creation with code.
Build NHCX (India's National Health Claims Exchange) payer communication into an existing HMIS: receiving payer queries, notifications and notes on a pre-authorisation or claim, replying with text and documents, and acknowledging notifications, with the embedded NHCX gateway it needs. Use when a hospital system must answer insurer or PMJAY queries over NHCX.
Build NHCX (India's National Health Claims Exchange) payment notices into an existing HMIS: receiving the payer's payment notice and reconciliation breakdown, matching it to the claim, and acknowledging it, with the embedded NHCX gateway it needs. Use when a hospital system must record insurer or PMJAY payments arriving over NHCX.
Build NHCX (India's National Health Claims Exchange) claim reprocess and balance release into an existing HMIS: asking the payer to look again at a decided claim, asking for the unpaid balance of a partly paid claim, and applying the payer's answers, with the embedded NHCX gateway it needs. Use when a hospital system must contest a claim decision or recover a withheld balance over NHCX.
Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser through the `orca` CLI. Use when the user says "$orca-cli", "Orca worktree", "child worktree", "spawn codex/claude in a worktree", "read/wait/send Orca terminal", "handoff" / "handover" / "give this to another agent", "Orca browser", "orca artifacts", or "share skills". Prefer it over raw git worktree, ad hoc PTYs, or Computer Use when Orca state is involved. Use Computer Use only when a visible window needs GUI control that a CLI, filesystem, or API cannot do.
Working with the redis-docs MCP server (search / fetch / ask at redis.io/mcp)—how its index is shaped and how to read what it returns. Use when those tools are available and you are about to look something up in the Redis documentation, or when a result is confusing—fetch returned one short section instead of a page, several hits share one url, ids look like #sec:w1, metadata.version reads 1.0.0, a search came back empty, or ask was rate-limited or said the docs do not cover it. Also covers what redis.io does and does not index
Robot and world descriptions (URDF, SRDF, SDF) for ROS, MoveIt and Gazebo. Use for ROS robot_description files (links, joints, limits, inertials, meshes), MoveIt planning groups, end effectors, group states and disabled collision pairs, Gazebo/gz models and worlds (sensors, plugins, physics), and opening or reviewing a `.urdf`, `.srdf` or `.sdf`. Not the 3D CAD part itself, which the `cad` skill makes, nor a part's structural or physics analysis, nor signed-distance fields.
Drive the user's own running browser and ScriptCat from the terminal with the `sctl` CLI: list and organize tabs, windows, bookmarks, history, cookies, downloads and extensions; read and operate pages (accessibility snapshot, click, fill, screenshot, run JavaScript); inspect console errors and network requests; send raw CDP commands or hand a CDP endpoint to Playwright/Puppeteer; and view, search, install, edit, enable, run or delete ScriptCat userscripts and read their logs. Use this skill whenever the user wants something done or looked at in their real browser — "what tabs do I have open", "open this page and click…", "why is this page throwing errors", "which request is failing", "run my Playwright script against my logged-in browser" — or mentions sctl, sctl Browser or ScriptCat, even if they never name the tool. Not for ordinary front-end coding that does not touch the user's browser, and not for developing the sctl repository itself.
Connects and operates the Visant Labs MCP (requires a Visant Labs account): brand guidelines, mockups, creative studio, canvas, budgets, moodboard, PDF extraction. Use on "connect visant", "use the visant tools", "setup visant mcp", "conecta o visant", "usar as tools do visant", "extrair PDF pelo visant".
Visant's official brand-building methodology: 9 stages in 3 phases and the dependency cascade between them. Use to generate or audit a full branding, or to write the prompt for one stage. Use on "Visant methodology", "full branding", "audit branding", "metodologia Visant", "branding completo", "auditar branding".
Preflight for a large client project: one question round with whoever owns the work, plus five premise checks (brand source of truth, loadable fonts, photo resolution, brand files, sourced numbers). Use BEFORE "new site", "redesign", "new proposal", "criar site", "redesenhar", "nova proposta", "montar campanha", "hidratar a marca".
Assembles a rough cut in Premiere Pro via premiere-pro-mcp from a JSON cut plan: frame-exact cuts, markers, punch-ins, cards, b-roll, -14 LUFS delivery. Use on “build it in Premiere”, “Premiere rough cut”, “punch-in”, “cover with b-roll”, “monta no Premiere”, “marcadores pra narrar”, “exporta as aulas”, /visant-premiere-editor.
Edits vlogs, event videos and video lessons from raw footage: breakdown, silence cuts that never clip a word, loudness and chapters, with a self-test against silent failures. Use on “edit this vlog”, “cut the silence”, “edit this lesson”, “monta um vlog”, “decupagem”, “edita essa aula”, “tira o silêncio do vídeo”, /visant-video-editor.
Write the design decision for one change as one interactive HTML page — a zoomable map of the proposed design, the decisions with clickable options, a worked trace, constraints, scope — for the person who locks it. Use when invoked by name (/visual-plan, "make a visual plan", "visual plan for …"), or when a planning or explainer skill asks for its interactive page. Not a task list — the implementation plan is a separate document written after the lock.
Build a website with someone without prior knowledge in eight fixed steps: mockup, design (two or three options based on characteristics), framework, PRD for approval, build and show locally, send to the harbor and show it there in a browser, assembly line, site or server. Open the island in Cockpit and report each step with schritt_melden. Use this skill whenever a website is being built: after webseite-planen, after the inventory in webseite-modernisieren, or for “build me the site”, “mockup”, “draft”, “PRD”, “view locally”, or “what happens after the plan”.
Help a person with no prior knowledge decide whether their website needs a content management system (CMS), and set it up if needed, for example Strapi in Docker on the Albatros server, accessible through a secure tunnel. Explain CMS using the image of a bulletin board. Use this skill for “CMS,” “Strapi,” “change content myself without code,” “blog,” “news,” “manage events,” “my colleague should be able to edit text,” “WordPress,” and “admin area.”
Deep, themed review of a diff: the review-diff flow and its standard lenses, plus one cheap reviewer subagent per theme, using distinctive preferences distilled from Alex North's public GitHub reviews (naming, API shape, errors, tests, coupling, and related themes). Needs the review-diff skill. Use when the user asks for a deep review, themed review, or anorth-style review.
This skill should be used when the user asks to "build electrobun app", "electrobun build", "electrobun canary", "electrobun stable", "set up code signing", "electrobun distribution", or is diagnosing electrobun build failures. Covers dev/canary/stable environments, all three platforms, toolchain prerequisites, artifact output, and CI/CD setup.
Use this skill when the user asks about the “electrobun kitchen sink,” “defineTest,” “AUTO_RUN mode,” “kitchen sink tests,” the “electrobun test runner,” navigating playground windows, or wants to add new electrobun Kitchen Sink test coverage.
This skill should be used when the user asks about cross-platform electrobun support, "electrobun Linux", "electrobun Windows", CEF requirements by platform, "electrobun platform differences", or is setting up multi-platform CI for an electrobun app.
Use this skill when the user asks about “electrobun RPC,” “defineElectrobunRPC,” “Electroview.defineRPC,” “ElectrobunRPCSchema,” bun-to-renderer communication, or renderer-to-bun communication. Activates automatically when RPC code is present.
Use this skill when the user wants to build a complete electrobun feature end to end, asks about the “electrobun SDLC,” “electrobun agent pipeline,” “8-stage electrobun pipeline,” or needs to orchestrate the researcher/architect/planner/dev-squad/QA/test/alignment/docs agents.
Use this skill when the user asks to “write electrobun tests,” “add electrobun test coverage,” “electrobun testing,” use the “defineTest” pattern, generate new electrobun test suites, or reverse-engineer electrobun component behavior from test source.
Use this skill when the user asks about the “electrobun development workflow,” “electrobun pipeline,” “electrobun lifecycle,” “where am I in the electrobun pipeline,” or needs guidance on what stage comes next in electrobun development.
Work step by step with a person who has no prior knowledge and their AI to improve a small website's usability and appearance. First review it from three perspectives (flows, access, states, and language), then fix usability, offer three clearly different directions to choose from, set fixed values for colors, typography, and spacing (tokens), and rebuild all pages with photos at mobile and desktop widths. Use this skill for “design,” “looks boring,” “looks homemade,” “make it prettier,” “colors,” “font,” “redesign,” “three options,” “looks unprofessional,” and “layout.”
Help the person create an honest budget for their project: Albatros subscription, domain, AI subscription, email, add-on services, and later a server of their own. Explain which costs are fixed and which are variable, how to avoid unpleasant surprises, and when moving is worthwhile. Use this skill for “what does this cost,” “costs,” “prices,” “too expensive,” “budget,” “bill,” “is it worth it,” “how much does a server cost,” and before the person adds a new paid service.
Review the diff since a fixed point along Standards and Spec axes in parallel sub-agents, reporting findings without editing the target or deciding the final verdict. Use when the user wants to review a branch, PR, or work-in-progress diff, or when review-loop or project-review requests a specialist software check
Execute one bounded, already-decided work item — code, document, configuration, research artifact, Skill, or generic project task — by inspecting relevant context, offering agent-config routing when materially useful, verifying locally, and handing the result to review-loop with the appropriate specialist reviewer
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent. Light Skills version of mattpocock/skills `research`; install one or the other, not both
Makes a minimal black-and-white line-art animation for a reel. Thin outlined steps rise one by one, a white dot hops up them, and at the top an orbit draws around it and a short second line swaps in. One quiet lowercase line of text on top. Use when the user runs /minimalistic-graphics or asks for simple black and white motion graphics, a calm self-improvement visual or line art with one moving dot.
Authoring, modifying, reviewing or building openSUSE RPM packages — .spec and .changes files, osc / OBS, and the Git packaging workflow on src.opensuse.org (Gitea). Use for a .osc/ checkout or a *.spec file; when the user mentions osc, OBS, rpmbuild, git-obs, tea, rpmlint or spec-cleaner; or asks to update, build, submit, review or fork a package, check if packages are out of date, or open a package pull request.
Check a US stock watchlist for price alerts - price above/below, % daily move, gaps, 52-week highs/lows, moving-average crosses, RSI, ATM IV, volume spikes, intraday range, stop/target hits, and upcoming earnings - with dedupe, cooldowns, NYSE market hours, optional ntfy/Slack/webhook delivery, pre/after-market, holidays and US/Eastern time. Use when the user asks "any alerts?", "check my watchlist", "alert me if AAPL drops below 200", "send alerts to ntfy", or when running a scheduled/heartbeat check
Build a personal, ranked shortlist of the PostHog Inbox reports the current user is most likely to care about right now. Combines the user's activity summary (what they work on and keep an eye on), the inbox ranking model's open, action and fix probabilities and lifts, suggested-reviewer routing, ownership, pull request state and recency, then returns the top N (25 by default) ordered from most to least relevant. Use when the user says “let's look at my inbox,” “what's in my inbox for me?,” “my top 10 inbox reports,” “what should I look at today?,” or asks to re-rank, focus, or filter that list. For browsing, filtering, drilling into, or acting on a single report, use `inbox-exploration`.
Backfill an existing product's screens into your design system's Storybook as representative page templates, rebuilt from the LOCAL design system wherever the product already uses it, with every region that isn't from the system flagged in plain sight. Use when the user says \"get this product into Storybook\", \"backfill our screens\", \"represent this product in the design system\", \"I want to see how a component change ripples across products\", \"relocate these pages into Storybook\", or names a product (a site, an app, a repo, a URL) and a Storybook. Relocation, not translation: it moves screens in and flags what isn't from the system; it never converts bespoke UI onto the system (that's vibe-killer) and never plans a migration (that's ds-adoption-plan). Also runs a refresh that reports how far the product has drifted from its Storybook copy since the last capture.
Create finished vertical short videos with Remotion and post them to TikTok, Instagram Reels, and YouTube Shorts. Turns a topic, article, URL, dataset, changelog, or list into a 1080x1920 kinetic-text short (large animated words, stat count-ups, top-N lists, launch and changelog videos, quotes), timed to reading speed and kept inside each app's safe zone, rendered locally with no paid API. Use when someone asks for a Remotion short, a Remotion video for TikTok/Reels/Shorts, kinetic typography or text animation video, a stats or data short, a top 5 list video, a product launch or changelog video, a quote video, faceless text shorts, or “make a short about X and post it.” Includes a review sheet with app overlays marked, a cover frame, and WoopSocial posting with confirmation.
Connect a Supabase project so its auth emails send through PostHog email templates via the Supabase Send Email Hook, in an order that never breaks a sign-up. Use when asked to set up, connect, test, or fix Supabase auth emails, Supabase email templates, or the Supabase Send Email Hook, or when Supabase shows “email rate limit exceeded” or an auth email error.
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.