Skills
98,873 packaged capabilities and playbooks for agents. Install any of them with one command.
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Fetches aggregated trace metrics (token usage, latency, trace counts, quality evaluations) from MLflow tracking servers. Triggers on requests to show metrics, analyze token usage, view LLM costs, check usage trends, or query trace statistics.
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
Use to set a brand's overall social media strategy — which channels to focus on (and which to ignore), what to achieve, the angle to win, and a realistic operating cadence. The top-level plan that sits above content pillars and the calendar. Run when the user says “social strategy,” “social media strategy,” “which platforms should I be on,” “what's my plan,” “should I be on TikTok/LinkedIn,” or is starting or resetting their social presence. Reads brand-profile, audience-research, and content-pillars first. Makes real choices and trade-offs — especially what NOT to do — ties goals to the business not vanity metrics, and measures covered networks with WoopSocial post analytics (TikTok, LinkedIn, Facebook, Instagram, Pinterest, YouTube, and Bluesky) and uses native dashboards otherwise. Produces a social-strategy.md. It names the objective; to turn it into SMART targets, KPIs, and North Star metrics, use goals-and-kpis. Works for any business.
The reusable on-brand template-SYSTEM skill -- build a brand kit + a small set of reusable templates so a non-designer can produce consistent on-brand graphics fast across formats. Use when someone wants templates, a brand kit, a consistent visual system, or help choosing/using a design tool (Canva/Adobe Express/Figma). For social, consistency + speed beat bespoke. Uses the BRAND framework. Reads brand-profile first. The agent designs the SYSTEM (brand-kit tokens, template set, hierarchy rules, workflow); a design tool or the image tools produce the actual graphics; the finished asset enters the WoopSocial flow (WoopSocial publishes -- it does NOT design or generate). Honest about the ~70-80% on-brand ceiling and AI copyright limits. Distinct from brand-profile (the identity source), thumbnail-design + pinterest-pin-design (single asset types), carousel-writer (copy vs visual frame), and image-prompt + the image tools (generation vs layout).
Use when the user asks to fix their look or requests a task matching the examples below. Change anything in a video — background, scene, lighting, outfit, weather, mood — from a free-form prompt, while keeping the exact original facial identity, motion, speech, audio, and closest supported output ratio. Edit the first frame with gpt-image-2, then propagate that look across the clip with Kling reference-video using the original clip as the identity anchor. Triggers: "change anything in my video", "edit my video with a prompt", "change the background of this video", "change my outfit in this clip", "restyle this video without changing the person", "put me on a beach", "make this video at night", "/fix-my-look".
Write Instagram DMs that get replies — keyword delivery, the first message to someone who engaged, the collab pitch, and the two follow-ups. Use when the user says "DM this person", "what do I send them", "outreach message", "how do I follow up", "pitch this brand", or is reaching out to someone specific.
Execute mcloud local build to reproduce a Cloud build on the local machine. Use when debugging a build-failed deployment without pushing to the tracked branch, iterating on a build fix, or testing build-variable changes locally. Requires Docker and must run inside the project's Git repo.
Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick, Truth Social, TikTok Shop, Google, and link-in-bio services (Linktree, Komi, Pillar, Linkbio, Linkme, Amazon Shop). Use when the user asks to scrape, fetch, extract, search, or look up social media profiles, posts, videos, reels, comments, transcripts, followers, ads, hashtags, trending content, or engagement metrics from any social platform. Also use when user mentions ScrapeCreators, social media API, ad library, or creator data.
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance
Set up a complete RevenueCat project from scratch — creates apps, products, entitlements, offerings, and packages in the correct order. Use when the user wants to create a new RevenueCat project, configure in-app purchases, set up subscriptions or monetization, or bootstrap IAP infrastructure for iOS, Android, or Web.
Systematically improves TSDoc and README documentation across packages in a TypeScript monorepo. Discovers public API surfaces, generates or improves TSDoc on all exports, rewrites READMEs to a consistent retrieval-friendly structure, and commits each package independently. USE FOR: monorepo-wide documentation passes, single-package doc improvements, TSDoc generation on public exports, README standardization, review council quality checks. DO NOT USE FOR: runtime code changes, security scanning, API reference site generation, non-TypeScript languages.
Turn one long asset—a YouTube video, podcast, livestream, newsletter, blog post, or client call—into a week of reels and carousels. Use when the user says “repurpose this,” “turn this into reels,” “I have a video/podcast/transcript,” “cut this up,” or provides something long and wants it on Instagram.
Design and validate texture-state transitions for Blender animations without ugly whole-image crossfades, texture popping, misregistered morphs, or target-engine-incompatible Python-only swaps. Use when animating between multiple source textures, mascot/logo states, style states, lightmaps, decals, or UI skins.
Plan, provision, import, route, update, and verify Vapi phone numbers through the public API. Use for Vapi-hosted US PSTN numbers, explicitly requested SIP addresses, Twilio/Vonage/Telnyx or BYO carrier numbers, secure credential handling, assistant or squad routing, area-code requests, outbound limitations, and phone-provider troubleshooting.
Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level lineage, or needs complex extraction logic beyond what inlets/outlets provide.
AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.
Copies another creator's editing style into a named style that short-editing applies to your own takes. Use when the user says steal, "copy the style of", "edit like @x", "make a style from this reel", "vole le style de", or gives a reel or short as the model for a look. Downloads the reel (yt-dlp, or Treg for Instagram and TikTok), MEASURES the style with ffmpeg instead of eyeballing it (contact sheets, hard cuts per second, a spectrogram for the beat and the sound effects on the cuts, the music level under the voice, the face size and the zooms), writes video-agent/styles/<name>/ (style.json for the engine + STYLE.md), then edits a test video with short-editing and compares it frame by frame with the original.
Strip explanatory copy out of user interfaces. Use when writing, editing, or reviewing any UI text, including headings, empty states, button labels, toggle and setting descriptions, helper text, dialogs, banners, permission notices, and onboarding, and whenever a screen leans on sentences to explain what it does. Replaces descriptions of features, side effects, backend behavior, and missing capabilities with specific verbs, controls, icons, and spacing.
Benchmark a model served on MAX with the `max benchmark` command: measure throughput (tokens/sec), latency (TTFT, TPOT, inter-token latency), and GPU utilization by driving load against a running `max serve` endpoint. Use this whenever the user wants to benchmark, load-test, or measure the performance of a MAX model, get tokens-per-second / TTFT / TPOT numbers, run a concurrency or request-rate sweep, compare latency vs throughput, size a deployment, or produce benchmark JSON, even if they don't say "benchmark" by name. Also use when a `max benchmark` run fails to connect or reports zero/garbage numbers.
Connect AI agents (Claude Code, Claude Desktop, Cursor, VS Code, Cline, Codex) to Capacitor and Ionic tooling over Model Context Protocol. Covers the awesome-ionic-mcp server (Ionic component APIs, Capacitor plugin docs, Ionic/Capacitor CLI tools), the Capgo hosted MCP at https://api.capgo.app/mcp, the local Capgo CLI MCP (npx @capgo/cli@latest mcp), and Xcode's MCP bridge (xcrun mcpbridge) for building the iOS app from an agent. Use when the user wants to add, configure, verify, or troubleshoot an MCP server for a Capacitor project, or sees errors like "GitHub API rate limit exceeded", "unable to find utility \"mcpbridge\"", or an MCP server that connects with no tools. Do not use for Capgo account operations themselves (capgo-cloud, capgo-cli-usage), app debugging (debugging-capacitor), device logs (ios-android-logs), choosing plugins (capacitor-plugins), or Ionic UI work (ionic-design).
Diagnose and resolve RevenueCat integration issues — inspects dashboard configuration through the RevenueCat MCP, walks the SDK debug logs, and covers code-side gotchas. Use when the user says offerings are empty, products not loading, entitlement not active after purchase, paywall won't load, transactions not appearing, customer info shows no entitlements, sandbox purchase not working, an SDK-gated RevenueCat feature not working, or RevenueCat is broken on iOS, Android, Kotlin Multiplatform, Flutter, or React Native. Also use when asked to check or validate the store / product setup
Diagnose and resolve Claude Code plugin and skill issues. This skill should be used when plugins are installed but not showing in available skills list, skills are not activating as expected, or when troubleshooting enabledPlugins configuration in settings.json. Triggers include "plugin not working", "skill not showing", "installed but disabled", or "enabledPlugins" issues.
Creative coding skills for Claude Code, claude.ai and Cowork. Motion, micro-interactions and design systems across Web (GSAP, Motion, Three.js, CSS), Android (Jetpack Compose) and Apple (SwiftUI). Proposes an interaction thesis you approve before it writes any code. Anti-AI-slop.
Write comments on other people's Instagram posts and Reels that read as a person with an opinion, not a bot. Use when the user pastes a post or a Reel and wants a comment, says "comment on this", "engage with this", "what do I say here", or wants a batch for their daily engagement round.
Install, verify, troubleshoot, and operate the Adobe Premiere Pro MCP server. Use when a user wants an agent to set up Premiere MCP, connect Claude Code/Codex/Claude Desktop, control Premiere, import media, build sequences, edit timelines, apply effects, or diagnose bridge issues.
Reconstruct your recent working context from your own chat history, live state, and the shared record (user reports, prior fixes, incidents), then hand back a tight current-state brief. Use for 'recall my work on X', 'catch me up', 'what have I been working on', 'where did I leave off', before starting or resuming work, and before telling the user that something was never recorded.
Salesforce Industries Common Core (OmniStudio/Vlocity) Apex callable generation and review with 120-point scoring. TRIGGER when: the user creates or reviews System.Callable classes, migrates `VlocityOpenInterface` / `VlocityOpenInterface2`, or builds Industries callable extensions used by OmniStudio, Integration Procedures, or DataRaptors. DO NOT TRIGGER when: generic Apex classes/triggers (use sf-apex), building Integration Procedures (use sf-industry-commoncore-integration-procedure), authoring OmniScripts (use sf-industry-commoncore-omniscript), configuring Data Mappers (use sf-industry-commoncore-datamapper), or analyzing namespace/dependency issues (use sf-industry-commoncore-omnistudio-analyze).
Complete TikTok Shop selling guide. Setup, listing optimization, content strategy, live selling, creator affiliates, and scaling strategies. Use when the user asks about TikTok Shop setup, how to sell on TikTok, TikTok Shop guide, or getting started with TikTok Shop.
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like “the xlsx in my downloads”) — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
The Instagram Reels publishing-mechanics skill — distinct from reels-script (the script), instagram-seo (the keyword caption), and platform-specs-and-validation (cross-platform validation). Use when someone has a finished Reel and needs to publish it correctly: specs, cover, safe zone, publish settings. It gets the Reel out the way Instagram displays it: 9:16 spec-clean video, the safe zone that survives the feed and profile-grid crops, a custom grid-safe cover (chosen before publish, can't edit after), the keyword caption, and audio. Uses the FRAME framework. Reads brand-profile + the Reel asset first. The agent specs the publish settings, cover brief, and specs/safe-zone checklist, and advises audio/tags. WoopSocial publishes postType REEL + video + caption + cover on a schedule; trending audio, Share-to-Feed, tags, and Reel Insights stay native/in-app; the video/cover come from other tools. Remove other-platform watermarks; metrics never fabricated.
Migrates legacy AEM (6.x, AMS, on-prem) to AEM as a Cloud Service via BPA CSV/cache and CAM/MCP discovery, one pattern per session. Use to review/scan a project for AEMaaCS migration — generates a read-only migration-runbook.md — or to fix specific Cloud Service blockers: scheduler, ResourceChangeListener, replication, EventListener, OSGi EventHandler, DAM AssetManager, HTL data-sly-test lint, Classic UI / ExtJS / Coral 2 → Coral 3 dialog migration (lui), Custom Design Widgets (cdw), Vault package install-time dependencies (vault-package-dependencies), Guava cache → Caffeine swaps (guavaCache), java.io.InputStream usage triage (inputStream), Oak index conversion (oakIndex, beta), and static→editable template modernization. Also externalizes OSGi config secrets to Cloud Manager (scans ui.config/.cfg.json for $[secret:]/$[env:] placeholders), converts AMS/on-prem Dispatcher configs to AEMaaCS (Branch E), and validates migrated code on a local Cloud SDK (Branch G, beta)
Skyline scroll control API skill. Covers ScrollViewContext (programmatic pull-to-refresh, pull-down second level, scroll positioning), DraggableSheetContext (programmatic scrolling of half-screen panels), and worklet.scrollViewContext (direct scroll control on the UI thread). Suitable for programmatically triggering refresh/second level, controlling the DraggableSheet position, and manipulating scroll inside a worklet. Trigger keywords: ScrollViewContext, DraggableSheetContext, scrollTo, triggerRefresh, triggerTwoLevel, pull-to-refresh API, pull-down second level API, scroll API, worklet scrollViewContext.
**WORKFLOW SKILL** — Deploy Aspire apps from AppHost models to Docker Compose, Kubernetes, Azure, AWS, or preview Radius. WHEN: \"deploy Aspire app\", \"publish Aspire artifacts\", \"deploy to Azure Container Apps\", \"generate Kubernetes artifacts\", \"deploy to Radius\", \"tear down Aspire deployment\". INVOKES: aspire CLI, Aspire docs, target cloud/container CLIs. FOR SINGLE OPERATIONS: use generic Azure, Kubernetes, Docker, AWS, or Radius tools only when no Aspire AppHost exists.
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.