Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Find the map/territory gap BEFORE it gets expensive. Invoke when starting a non-trivial task in unfamiliar territory (new module, new technology, work the user has not done before), when acceptance criteria are "I'll know it when I see it", when the user struggles to describe what they want, or when a long-horizon task came back wrong and a blind retry is tempting. Not for typo-level fixes or tasks with fully objective acceptance criteria.
Audit and improve an Upwork freelancer profile. Use when the user pastes their profile (title, overview, portfolio list, skills, stats) and wants it scored and fixed, or asks why they aren't getting invitations or search visibility. Triggers include “review my Upwork profile,” “why am I not getting invites,” “improve my profile,” “profile title help,” and “optimize my overview.” Returns a prioritized fix list, biggest lever first. Companion to upwork-proposal-writer (the proposal earns the profile visit; the profile closes it).
Vue 3 performance optimization and best practices guidelines for modern frontend applications. This skill should be used when writing, reviewing, or refactoring Vue 3 code to ensure optimal performance patterns, proper Composition API usage, and modern development practices. Triggers on tasks involving Vue 3 components, Composition API, reactivity, state management, or performance optimization
Access real-time external data, managed cloud sandboxes, and hosted Workers via the xapi CLI — Twitter/X, social platforms, domain purchase and DNS, normalized crypto, BlockPI RPC, Binance Web3 API, web/news search, AI generation, SMS verification, and auditable compute. Configure xAPI AI or WebSocket Gateways, run ephemeral Sandbox jobs, or deploy JavaScript and persistent Agents to xAPI Workers.
Reference for adhere, the linter for coding conventions a normal linter cannot check, judged by TypeSafe AI's Jev. Covers its commands, the Markdown rule format and how to word a rule, the config, presets, shared repos and lint packages, comments and suppressions, the cache, reading a report, and tuning a noisy rule. Use when writing or editing adhere rules, configuring adhere, reading its findings, or answering questions about it. To set adhere up in a repo, use adhere-setup; to fix findings, adhere-fix.
Use when the user explicitly asks for Flink/Ververica/Realtime Compute Console workspace operations: draft, SQL validation/execution, deployment, job, Session Cluster, namespace, table, member, variable, or checkpoint timeout diagnosis, especially with workspace/deployment/job IDs (w-*, d-*, j-*, sc-*, draft-*). Also use when the prompt asks to test/verify Flink Console lifecycle flow, safety guardrails, or parameter validation for these operations. This includes prompts such as create draft, deploy draft, list deployments, start/stop job, create/list session cluster, get tables, list variables. Also use when the prompt explicitly asks to run `python scripts/flink_ververica_ops.py` for Flink Console workspace operations. Do not trigger for unrelated "workspace" contexts or generic cloud/platform tasks (ECS, OSS, RDS, Kafka, Spark, Kubernetes, billing, weather). Do not trigger for Flink instance lifecycle operations (create/scale/delete/renew); those belong to alibabacloud-flink-instance-manage.
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
Expert knowledge for Azure Databricks development, including troubleshooting, best practices, decision making, architecture and design patterns, limits and quotas, security, configuration, integrations and coding patterns, and deployment. Use for Spark clusters, Unity Catalog, Delta Lake, Lakeflow/Lakebase pipelines, Model Serving, and other Azure Databricks development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure HDInsight (use azure-hdinsight), Azure Machine Learning (use azure-machine-learning), or Azure Data Factory (use azure-data-factory)
Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics. Use when launching a campaign, planning a product launch, building a content calendar, allocating budget across channels, or defining campaign KPIs.
Educator peer review management for Canvas LMS. Tracks completion rates, analyzes comment quality, flags problematic reviews, sends targeted reminders, and generates instructor-ready reports. Trigger phrases include "peer review status", "how are peer reviews going", "who hasn't reviewed", "review quality", or any peer review follow-up task.
Edit raw Chinese voiceover footage: transcribe word by word, correct words using a dictionary and produce a correction list, scan five rounds for verbal mistakes and repetition, create summary and repeated-sentence tables, open Studio for user review, and capture user preferences and dictionary updates during the retrospective. Produces only one reviewed deletion log; does not cut media, create subtitles, or make storyboard animations. Use when the user asks to edit a voiceover, handle verbal mistakes, generate basic voiceover materials, continue editing a voiceover, or confirms a card via action=return_cut_review. Do not use for physical cutting, exporting edited video, standalone installation, opening the workbench by itself, or producing a finished voiceover storyboard.
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
Match an analytical question to the right Allium table, metric, dashboard, or realtime endpoint. Required when selecting a new data source for a query or analysis: define the intended meaning, compare schema candidates, test coverage, and record the fit and caveats before treating a source as correct. Run this before `allium-investigation` or any other analysis
Guides Drupal configuration management safely - single-config export/set/delete, config:import and config:export (cim/cex) with preview-first --no --diff, config:status checks, Config Split (complete vs partial splits, csex/csim, activation), and syncing config from remote environments through Terminus, acli, platform/upsun, lagoon or drush aliases. Use when exporting or importing Drupal config, inspecting or changing a single config object, merging production config into a feature branch, working with config_split, or diagnosing config that will not import or vanishes from config/default on export.
EAS service (paid). Helps understand and write EAS workflow YAML files for Expo SDK 57 projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help with EAS build pipelines or deployment automation.
EAS service (paid). Deploy Expo SDK 57 apps to app stores with EAS: build and submit to the iOS App Store, Google Play Store, and TestFlight; configure eas.json build and submit profiles; manage app versions and build numbers; and publish App Store metadata and ASO. Use whenever the user wants to deploy, release, or ship an app to production or app stores, is preparing a production build, running eas build or eas submit, shipping to TestFlight, bumping version or build numbers, or setting up store listing metadata. For deploying an Expo website or API routes, use the eas-hosting skill.
Records any web page (three.js, WebGL, canvas, GSAP, CSS animation, scroll-driven video) to a perfectly smooth 60 fps MP4 by running the page on a virtual clock, one exact frame at a time, and puts two recordings against each other as a labelled stacked or side-by-side comparison. Use when someone wants a video of a site, a demo clip for X or YouTube, a scroll-through, a showcase reel of a 3D scene, or a "model A vs model B" comparison video. Also use when a screen recording of an animated page stutters or drops frames
Plan and create Google Ads campaigns and report on existing accounts via Hyper MCP. Use when the user wants to launch Search, Display, Performance Max, Video, Demand Gen, Shopping, or App campaigns; build Google Ads reports or dashboards; diagnose conversion tracking; or mentions Google Ads, AdWords, search ads, display ads, Performance Max, PMax, PPC, Google campaigns, search term reports, budget analysis, conversion funnels, negative keywords, or manager accounts (MCC).
Route product-growth requests to one Gingiris specialist skill. Use when broad or explicit requests about launch, Product Hunt, GitHub/open-source growth, SEO/GEO, B2B/PLG, ASO, interviews, competitors, KOL, UGC, community, content, backlinks, or README conversion, including 出海增长、产品发布、找增长渠道、竞品分析、 用户访谈、社区运营. Ask short multiple-choice questions only when the route is unclear; then load and run one specialist rather than the full collection.
Enqueues jobs, configures retry policies, sets concurrency limits, and orders messages via named standard or FIFO queues. Use when building background job workers, task queues, message queues, async pipelines, or any pattern needing guaranteed delivery with exponential backoff and dead-letter handling.
Orchestrates durable multi-step workflow pipelines on the iii engine. Use when building order fulfillment, data pipelines, task orchestration, or any sequential process requiring retries, backoff, step tracking, scheduled cleanup, or dead letter queue (DLQ) handling.
GitHub issue workflow ceremony using gh CLI — labels issues as in-progress, creates feature branches (issue/N-description), commits with issue references, posts progress comments, and links PRs with Closes #N. Keeps issues in sync with development work. Use when starting work on an issue, tracking progress, or completing work with a PR.
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.