Use after all tasks in an epic complete, after refactoring verifies, or before merging to main. Triggers when independent validation is needed that code meets requirements, has no security gaps, passes quality standards, and has no performance regressions. User phrases like "review this", "is this ready to merge", "validate the implementation".

Meta-skill for generating new skills with proper format and structure. Use when creating new skills for the swarm system or when agents need to generate skill scaffolds. Ensures skills follow conventions (frontmatter format, directory structure, bundled resources).

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector).

Tinybird Python SDK for defining datasources, pipes, and queries in Python. Use when working with tinybird-sdk, Python Tinybird projects, or data ingestion and queries in Python.

AI agent patterns with Trigger.dev - orchestration, parallelization, routing, evaluator-optimizer, and human-in-the-loop. Use when building LLM-powered tasks that need parallel workers, approval gates, tool calling, or multi-step agent workflows.

Comprehensive tscircuit documentation for designing PCBs with TypeScript/React. Use when working with tscircuit components, footprints, CLI commands, web APIs, or learning tscircuit workflows. Covers installation, 48+ component types, footprint specs, tsci CLI reference, programmatic APIs, SPICE simulation, KiCad integration, and project tutorials.

Expert code reviewer for TypeScript + React 19 applications. Use when reviewing React code, identifying anti-patterns, evaluating state management, or assessing code maintainability. Triggers: code review requests, PR reviews, React architecture evaluation, identifying code smells, TypeScript type safety checks, useEffect abuse detection, state management review.

List and (later) control torrents on a Whatbox seedbox via rTorrent XML-RPC. Use when the user asks to list torrents, check seedbox status, manage rTorrent, or mentions Whatbox / rTorrent / a magnet link in this project.

Generate chapter clips from YouTube videos with yt-dlp and ffmpeg. Use when asked to download YouTube videos/subtitles, generate fine-grained chapters, cut precise clips, or generate per-chapter English SRTs.

This skill should be used when the user asks to "coordinate document writing", "manage doc writers", "create a design document with multiple writers", "orchestrate documentation", "delegate doc sections", "cos for documentation", "chief of staff for docs", or needs to break a large document into sections and delegate writing to multiple agents via VibeKanban.

Create custom GitHub Actions (composite, Docker, or JavaScript). Use when building reusable actions, creating custom workflow steps, or packaging logic for distribution. Trigger words include "create action", "custom action", "build action", "composite action", "Docker action".

Manages Ahrefs API usage in Python using `ahrefs-python` library. Use when working with SEO / marketing related tasks or with data including backlinks, keywords, domain ratings, organic traffic, site audits, rank tracking, and brand monitoring. Covers `ahrefs-python` usage including AhrefsClient / AsyncAhrefsClient, typed request/response models, error handling, and all API sections.

Use when implementing authentication, user management, organization/tenant management, team invitations, role-based access control (RBAC), or multi-tenant architecture in a Supabase project. Provides complete schema, API templates, and frontend components for AuthHub-style authentication.

Writes marketing copy using proven copywriting frameworks. Use when user needs copy for ads (Facebook, Instagram, TikTok, YouTube), landing pages, sales pages, email sequences, LinkedIn posts, product descriptions, or any marketing content.

Maps and documents codebases of any size by orchestrating parallel subagents. Creates docs/CODEBASE_MAP.md with architecture, file purposes, dependencies, and navigation guides. Updates CLAUDE.md with a summary. Use when user says "map this codebase", "cartographer", "/cartographer", "create codebase map", "document the architecture", "understand this codebase", or when onboarding to a new project. Automatically detects if map exists and updates only changed sections.

Comprehensive Chrome DevTools automation for performance testing, Core Web Vitals measurement (INP, LCP, CLS), network monitoring, accessibility validation, responsive testing, and browser automation. Uses Chrome DevTools Protocol via MCP to provide professional-grade web application testing, debugging, and analysis capabilities including performance tracing, HAR export, device emulation, and multi-page workflows.

Guide for writing clean, maintainable code following industry best practices and design principles like DRY, SOLID, and composition patterns. Use when writing any code to ensure consistency, readability, and long-term maintainability across all programming languages.

Generate interactive validation reports with quality scoring, missing data analysis, and type checking. Combines Pandas validation, Plotly visualization, and YAML configuration for comprehensive data quality reporting.

CrewAI agent design and configuration. Use when creating, configuring, or debugging crewAI agents — choosing role/goal/backstory, selecting LLMs, assigning tools, tuning max_iter/max_rpm/max_execution_time, enabling planning/code execution/delegation, setting up knowledge sources, using guardrails, or configuring agents in YAML vs code.

Provides guidance for generating comprehensive C# unit tests in .NET projects. Use when writing, scaffolding, or improving unit tests for C# code using MSTest, NUnit, or xUnit frameworks. Covers framework detection, test structure, edge-case analysis, mocking rules, and best practices. DO NOT use for integration tests, end-to-end tests, or non-.NET languages.

E2E test generation skill using Playwright CLI with Page Object Model pattern and visual regression testing via @visual tag.

AWS EC2 virtual machine management — instances, security groups, key pairs, AMIs, EBS volumes, Auto Scaling Groups, Spot Instances, Session Manager, placement groups, and instance lifecycle automation. Trigger on ANY of these, even when EC2 isn't named explicitly: - Launching or provisioning: "spin up a server", "create a VM", "new instance", "run-instances", mention of instance types (t3, m5, c5, r6, g5, p4d, t4g, c7g, etc.) - SSH / connectivity problems: "connection refused", "connection timed out", "permission denied publickey", "can't connect to my instance", "SSH not working" - Instance management: resize, stop, start, terminate, reboot, change instance type - Cost optimization: stop dev instances overnight, save money on EC2, spot vs on-demand, reserved instances - Auto Scaling: ASG, launch template, mixed instances policy, scale to zero, scheduled scaling - Spot Instances: spot fleet, spot interruption, capacity-optimized, price-capacity-optimized - AMIs and backups: create image, custom AMI, EBS snapshot, DLM lifecycle policy, copy AMI - Monitoring: EC2 CPU utilization, CloudWatch metrics for instance, instance status checks, console output - Access methods: Session Manager, EC2 Instance Connect, bastion host, port forwarding - Security: IMDSv2, instance metadata, IAM role on instance, security group rules - User data and bootstrap scripts, cloud-init

EDIFACT INVOIC parsing for German telecom providers Telekom, Vodafone and O2/Telefónica. Covers provider detection via UNB segment, SIM/ICCID and phone number extraction, MOA/DTM/RFF qualifier tables, and billing period identification.

Look up Elm package documentation, list project dependencies, search the Elm package registry, and read module exports. Use when working with Elm projects, elm.json files, or needing information about Elm packages.

Engineers effective prompts using systematic methodology. Use when designing prompts for Claude, optimizing existing prompts, or balancing simplicity, cost, and effectiveness. Applies progressive disclosure and empirical validation to prompt development.

Use the Fizzy CLI for project management — boards, cards, columns, comments, steps, tags, notifications, pins, webhooks, account. Triggers on any Fizzy task/card/board action or fizzy.do URL.

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSWR, file organization with features directory, shadcn/ui components, Tailwind CSS styling, Next.js App Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

Generate images using Google Gemini's image generation APIs via Python CLI. Use for "generate image", "create image", "gemini image", "AI image", or when needing AI image generation in Claude Code.

Turn a rough draft, vague ambition, or messy task brief into a powerful Codex /goal objective for long-running autonomous work. Use when the user asks to write, improve, format, sharpen, stress-test, or activate a Codex goal, thread goal, durable goal, or /goal prompt.

Slices features into vertical deliverable pieces using the Hamburger Method. Generates 4-5 implementation options per layer and composes minimal end-to-end slices. Use when slicing work, breaking down features into layers, or delivering incrementally.

Infrastructure as Code security scanning for Terraform, Kubernetes, CloudFormation, and Azure ARM. Detects misconfigurations, security risks, and compliance violations before deployment. Use when: - User asks to scan Terraform files or modules - User mentions "infrastructure security" or "IaC scan" - User is working with Kubernetes manifests - User asks about CloudFormation or ARM template security - Agent is generating or modifying infrastructure code

Comprehensive guide for creating effective landing pages using Next.js or React. This skill should be used when users request to create landing pages, marketing pages, or product pages that require the 11 essential elements for high-converting landing pages. Specifically designed for Next.js 14+ App Router with ShadCN UI components.

Create distinctive, high-converting landing pages that combine proven conversion elements with exceptional design quality. Build beautiful, memorable landing pages using Next.js 14+ and ShadCN UI that avoid generic AI aesthetics while following the 11 essential elements framework.

When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tool-strategy. For writing the actual content, see copywriting. For the email sequence after capture, see email-sequence.

Use this skill whenever the user wants to integrate Loops from application code, backend services, webhook handlers, or server-side automation. This includes the Loops HTTP API and official SDKs for server-side contact, contact-property, mailing-list, event, API-key-validation, transactional-email, content editing workflows (campaigns, email messages, themes, and components). Trigger on phrases like "Loops API", "Loops SDK", "create a campaign via API", "update email message LMX", "send a Loops event from my app", "add a contact to Loops in a webhook", "send a transactional email from backend code", or any time the user wants to integrate Loops into their app, backend, webhook, or automation. Do not trigger for CLI or shell-only requests.

Build custom components that integrate with Mantine's theming, Styles API, and core features. Use this skill when: (1) creating a new component using factory(), polymorphicFactory(), or genericFactory(), (2) adding Styles API support (classNames, styles, vars, unstyled), (3) implementing CSS variables via createVarsResolver, (4) building compound components with sub-components and shared context, (5) registering a component with MantineProvider via Component.extend(), or (6) any task involving Factory, useProps, useStyles, BoxProps, StylesApiProps, or ElementProps in @mantine/core.

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, batch processing, or scheduled tasks. Always consult this skill when the user asks to create, build, or design an n8n workflow, automate a process, or connect services — even if they don't explicitly mention 'patterns'. Covers webhook, API, database, AI, batch processing, and scheduled automation architectures.

Create custom React Native native modules for iOS and Android. Use when integrating native SDKs, optimizing performance-critical code, or accessing platform-specific APIs. Trigger words include "native module", "bridge", "native code", "iOS bridge", "Android bridge", "Turbo Module".

Generate type-safe API clients, TanStack Query/SWR hooks, Zod schemas, MSW mocks, Hono server handlers, MCP servers, and SolidStart actions from OpenAPI specs using Orval. Covers all clients (React/Vue/Svelte/Solid/Angular Query, Fetch, Axios), custom HTTP mutators, authentication patterns, NDJSON streaming, programmatic API, and advanced configuration.

Simple Pomodoro timer for focused work sessions with session tracking and productivity analytics. Use when users request focus timers, ask about productivity patterns, or want to track work sessions over time. Demonstrates the System Skill Pattern (CLI + SKILL.md + Database).

When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," "building many pages for SEO," "pSEO," "generate 100 pages," "data-driven pages," or "templated landing pages." Use this whenever someone wants to create many similar pages targeting different keywords or locations. For auditing existing SEO issues, see seo-audit. For content strategy planning, see content-strategy.

Review Python code changes in merge requests and pull requests. Use when asked to review Python code, MR/PR reviews, code quality checks, or when phrases like "review this code", "check this PR", "review my changes", "review mr on this branch", "review MR", "review PR", "PR reivew", "MR review" or "code review" are mentioned for Python files.

Create professional AI-narrated videos with Remotion and Resemble.ai - from educational tutorials to product launches

Writes detailed video scripts for Remotion based on input requirements and codebase analysis

Pre-landing PR review. Analyzes diff against the base branch for SQL safety, migration safety, auth/permission gaps, error handling anti-patterns, API contract breaks, LLM trust boundary violations, conditional side effects, and other structural issues. Includes adversarial subagent review, design review for frontend changes, and a landing verdict (SAFE TO LAND / LAND WITH CAUTION / DO NOT LAND). Use when asked to "review this PR", "code review", "pre-landing review", or "check my diff". Proactively suggest when the user is about to merge or land code changes.

Comprehensive security prompt templates for implementing secure features with multiple security layers. Use for complex implementations like forms, authenticated endpoints, public APIs, admin features, file uploads, middleware composition, and security testing. Triggers include "secure form", "authenticated endpoint", "public endpoint", "admin action", "file upload", "composable middleware", "security testing", "new security control".

Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule.

Agent team variant of solidity-function-audit with human-in-the-loop review. Uses agent teams for inter-agent messaging, shared task list with dependencies, plus interactive design decision capture (Stage 0), findings review (Stage 4), and dispute re-evaluation (Stage 5). Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.

Monitors task execution for skill improvement opportunities. Use this skill during ANY multi-step task, agentic workflow, or substantive work session where the agent is using tools and producing deliverables. It captures patterns, user corrections, workflow insights, and methodology worth preserving as reusable skills. Also triggers during post-task feedback discussions and when the user explicitly mentions skill observations, improvements, the observation log, skill taxonomy, or asks the agent to watch for skill opportunities. Also known as "One Skill to Rule Them All" — trigger on this phrase too. IMPORTANT: this skill should be invoked at the start of every task-oriented session — if you are about to use tools to produce deliverables, invoke this skill first. For reliable activation, pair this description with a CLAUDE.md instruction or harness-level session-start hook (see Recommended Activation Setup) — description-level matching alone is not enforceable.

Launch (or re-launch) the user's live, multi-project work board. The dashboard is a single HTML file copied to a stable user-side location at ~/.claude/teamcraft-board.html and opened in the user's default browser. It has two views via a header toggle — a drag-and-drop Kanban Board and a live Status tab with analytics (work by status, throughput, cycle time, aging, blocked chains, recomputed on every poll). Each project is added via a header dropdown; the dashboard polls each project's .teamcraft/work directly from the browser and updates in real time. Use when the user says 'show me the kanban', 'work board', 'open the board', 'board view', 'kanban view', 'live dashboard', 'visual dashboard', 'live status dashboard', 'status dashboard', 'project metrics', 'throughput/cycle-time view', 'HTML view of work items', 'drag-and-drop board', or asks to see/move/track work visually.

Use when creating leaf types, after refactoring, during implementation, or when testing advice is needed. Automatically invoked to write tests for new types, or use as testing expert advisor. Covers unit, integration, and system tests with emphasis on in-memory dependencies. Ensures 100% coverage on leaf types with public API testing.

Tinybird file formats, SQL rules, optimization patterns, and best practices for datasources, pipes, endpoints, and materialized views.

One-time UI theming skill. Sets up design system (theme, tokens, typography). Run ONCE at project start before implementing features.

MUST be loaded before any UI Integration Cards (also called UI5 Integration Cards) task — creating, modifying, validating, previewing, or reviewing a card, its `manifest.json`, its Configuration Editor (`dt/Configuration.js`), or any analytical chart configuration. Provides the official guidelines, validation rules, supported chart types, and Configuration Editor patterns.

Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.

Run vet immediately after ANY logical unit of code changes. Do not batch your changes, do not wait to be asked to run vet, make sure you are proactive.

Read-only audit of a ZPA tenant against the Zscaler ZPA Baseline Recommendations v1.0 document. Inventories app connector groups, server groups, application segments, access policy rules, forwarding policy rules, timeout policy rules, and (when available) LSS configs, then scores ~26 configuration-only checks across 7 categories and renders an interactive Zscaler-styled web report (single-file HTML, plus an optional .jsx component) — searchable, filterable by category, severity, and security framework (NIST SP 800-53 Rev. 5 and CIS Critical Security Controls v8), with per-finding evidence, remediation, and framework citations suitable as supporting evidence for SOC 2, FedRAMP, ISO 27001, and NIST CSF assessments, and printable to PDF from the browser. Use when an administrator asks to audit ZPA against best practices, run a baseline-compliance review, get a ZPA health check, gather compliance evidence, or see how their tenant compares to the recommended baseline. NEVER mutates the tenant — read-only.

Validate quality with multi-agent review, auto-fix issues, generate organized commits, and create PRs with rich context. Use after completing features to ensure quality gates pass and ship confidently.

Master the art of spawning and managing sub-agents. Write prompts that actually work, track running agents, and learn from every outcome. Part of the Hal Stack 🦞

Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement

Telegram CLI for AI agents. Use when the user needs to interact with Telegram — read messages, send messages, search chats, download media, monitor conversations, or automate any Telegram task. Triggers on requests to "check my messages", "send a message", "search Telegram", "read unread", "listen to chat", "download from Telegram", or any task requiring programmatic Telegram interaction via the `agent-telegram` CLI.

Guide the Amazon Working Backwards process from the 5 Questions through to a full PR-FAQ document. Use when the user wants to (1) draft answers to the Amazon 5 Questions for a proposal or idea, (2) refine or critique existing 5Q answers, (3) verify and challenge 5Q answers with probing questions, (4) generate a PR-FAQ document from 5Q answers, (5) review or critique an existing PR-FAQ against Amazon standards, or (6) clarify any element of the 5Q or PR-FAQ process. Triggers include mentions of "5 questions," "PR-FAQ," "PRFAQ," "working backwards," "press release FAQ," Amazon-style proposals, or requests to write/review product proposals in Amazon format.

Analyze finances using LunchMoney API. Use when the user asks about spending patterns, budget analysis, subscription audit, recurring expenses, or financial overview for periods like "this month", "last month", "this year", or custom date ranges.

Audit Glide apps for performance issues and optimization opportunities. Use when analyzing app performance, identifying bottlenecks in data structure or layout, or providing recommendations for improving app speed and user experience. Automatically triggered when user provides a Glide app URL for audit, including read-only support-mode URLs of the form https://go.glideapps.com/support/{uuid}.

Reading coach: guides users through books systematically with knowledge compilation, mastery testing, spaced repetition, and knowledge querying. Use when user says 'read this book with me', 'book study', 'start studying X', 'reading plan', 'ingest this chapter', 'review what I read', 'quiz me on the book', 'what did the book say about X', or invokes /book-study. Supports sub-commands: ingest, query, review, compare, status. Triggers: book, study, read, chapter, ingest, review, quiz, reading plan, book notes.

Minimal Chrome DevTools Protocol tools for browser automation and scraping. Use when you need to start Chrome, navigate pages, execute JavaScript, take screenshots, or interactively pick DOM elements. Triggers include "browse website", "scrape page", "take screenshot", "automate browser", "extract DOM", "web scraping".

Interactive browser automation via Chrome DevTools Protocol. Use when you need to interact with web pages, test frontends, or when user interaction with a visible browser is required.

This skill should be used EVERY TIME you're writing TypeScript with Effect, especially when the user asks about "Effect best practices", "Effect code style", "idiomatic Effect", "functional programming", "no loops", "no for loops", "avoid imperative", "Effect Array", "Effect Record", "Effect Struct", "Effect Tuple", "Effect Predicate", "Schema-first", "Match-first", "when to use Schema", "when to use Match", "branded types", "dual APIs", "Effect guidelines", "do notation", "Effect.gen", "pipe vs method chaining", "Effect naming conventions", "Effect project structure", "data modeling in Effect", or needs to understand idiomatic Effect-TS patterns and conventions.

Verify changes follow nearest-scoped AGENTS.md rules: group changed files by nested scope, auto-fix formatting, run lint/tests, and report violations. Use when the user wants scoped compliance checks for changed files.

CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.

Deep expertise for documentation content creation. Templates, platform formatting guides, and style principles. Auto-loads for doc-writer agent.

Expert knowledge for reviewing Flutter/Dart code including critical bugs, memory leaks, null safety violations, lifecycle issues, Bloc/Provider anti-patterns, collection equality, and code quality patterns. Use when reviewing code, checking PRs, analyzing code quality, or when user mentions bugs, issues, memory leaks, null safety, lifecycle, state management, or code review in Flutter context.

Use when the user asks for "fresh eyes", an independent review, or a second opinion on code, commits, plans, or files.

Create distinctive, production-grade frontend interfaces with exceptional design quality. Two modes - (1) New projects - bold aesthetic design philosophy including typography, color theory, spatial composition, motion design, visual details, avoiding generic AI aesthetics, creating unforgettable interfaces. (2) Existing codebases - mandatory design language analysis enforcing consistency by scanning layout patterns, typography hierarchy, component structure, spacing, theme systems before implementation. Use when building components, pages, applications, design systems, UI modifications. Covers React, Vue, Next.js, HTML/CSS, Tailwind. Keywords - create component, build page, design interface, add UI, aesthetic design, visual design, typography, animations, spatial layout, design system, consistency, pattern analysis, existing codebase.

Use gogcli for Google Workspace CLI operations (Drive/Sheets/Docs/Slides). Trigger when a user asks to check, list, search, export, read, or update Google files via gogcli; when a Google URL/ID needs parsing; when auth/account selection or safe read-only workflows are needed; or when troubleshooting gogcli access/errors. Do NOT load for: general file operations, non-Google cloud storage, or standard shell commands.

Install a rich Claude Code statusline into ~/.claude/hooks/ and ~/.claude/settings.json. Displays model, git context, token usage, effort level, 5h/7d usage limits, and active /loop count with next-fire time.

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, and filler phrases.

Local AI fiction creation system with Studio Chat, CLI, and TUI - use for long-form novel writing, standalone short-fiction packages, cover generation, open-world / branching interactive fiction, fan fiction, spinoffs, style imitation, chapter continuation/import, EPUB export, AIGC detection, and project analytics. Native English support with 10 built-in English genre profiles (LitRPG, Progression Fantasy, Isekai, Cultivation, System Apocalypse, Dungeon Core, Romantasy, Sci-Fi, Tower Climber, Cozy Fantasy). Also supports Chinese web novel genres (xuanhuan, xianxia, urban, horror, other). Includes governed context assembly, protected/compressible context budgeting, chapter planning, writing, audit/revision, persistent world/truth state, multi-model routing, cover/image services, custom OpenAI-compatible providers, and InkOS Studio web UI for visual book management, Short runs, Play worlds, cover generation, chapter review, market radar, and analytics.

Comprehensive guidance for integrating Jupiter APIs (Swap, Lend, Perps, Trigger, Recurring, Tokens, Price, Portfolio, Prediction Markets, Send, Studio, Lock, Routing). Use for endpoint selection, integration flows, error handling, and production hardening.

Filter and curate a KubeCon schedule from ICS calendar exports. Parses the raw schedule, applies heuristic filters to surface deep dives and high-signal talks, then iteratively refines recommendations based on user feedback. Outputs a curated markdown list and a filtered ICS file. Use this skill whenever the user mentions KubeCon schedule, KubeCon talks, filtering conference sessions, or wants help deciding which KubeCon sessions to attend — even if they just say "help me pick talks" or "there are too many sessions."

CRITICAL: Use for Makepad 2.0 DSL syntax and property system. Triggers on: makepad dsl, script_mod!, makepad syntax, makepad property, makepad 2.0 syntax, colon syntax, merge operator, named instance, let binding, mod.widgets, register_widget, script_component, type_default, widgets_internal

Meta Media Buyer — publish, manage, and analyze Meta (Facebook/Instagram) ad campaigns via the Marketing API. Includes guided setup for first-time users. USE WHEN user says "meta ads", "facebook ads", "instagram ads", "publish ads", "create campaign", "launch campaign", "ad performance", "ROAS", "which ad is winning", "ad spend", "campaign metrics", "pause campaign", "resume campaign", "upload ad images", "ad set performance", "creative performance", "set up meta ads", "connect meta ads", "meta ads setup", or needs to publish, manage, or analyze paid Meta advertising campaigns.

Use when writing R code that manipulates expressions, builds code programmatically, or needs to understand rlang's defuse/inject mechanics. Covers: defusing with expr()/enquo()/enquos(), quosure environment tracking, injection with !!/!!!/{{, symbol construction with sym()/syms(). Does NOT cover: data-mask programming patterns (tidy-evaluation), error handling (rlang-conditions), function design (designing-tidy-r-functions).

Design high-quality mobile app UI/UX screens, flows, and components. Use this skill whenever the user asks to design a mobile app screen, create app mockups, build mobile UI components, improve an existing mobile app design, create onboarding flows, design mobile navigation, or requests any mobile-first interface work. Also trigger when the user mentions app design, mobile UI, mobile UX, screen design, app mockups, wireframes, or wants to build React Native / Flutter / SwiftUI style interfaces as visual prototypes. Even if the user just says "design an app" or "make this screen look better", use this skill.

Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, MiniMax, Kimi, GLM, or Claudish proxy for code review, consensus analysis, or multi-expert validation. NEW in v3.2.0 - Direct API prefixes (mmax/, kimi/, glm/) for cost savings. Includes dynamic model discovery via `claudish --top-models` and `claudish --free`, session-based workspaces, and Pattern 7-8 for tracking model performance. Trigger keywords - "grok", "gemini", "gpt-5", "deepseek", "minimax", "kimi", "glm", "claudish", "multiple models", "parallel review", "external AI", "consensus", "multi-model", "model performance", "statistics", "free models".

Scan your LinkedIn contacts' companies for matching job openings

ALWAYS ACTIVE. Enforces a strict no-direct-useEffect rule in React and React Native code. Never write useEffect directly — use derived state, event handlers, useMemo, useSyncExternalStore, data-fetching libraries, key-based resets, or useMountEffect instead. Triggers on all React component code: writing new components, editing existing ones, reviewing code, fixing bugs, or refactoring. Also triggers when user mentions useEffect, side effects, data fetching, state sync, or component lifecycle.

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.

Guided SOP for setting up and using OpenMAIC from OpenClaw. Use when the user wants to clone the OpenMAIC repo, choose a startup mode, configure recommended API keys, start the service, or generate a classroom from requirements or a PDF. Run one phase at a time and ask for confirmation before each state-changing step.

This skill should be used when the user asks to 'place a CEX order', 'trade on centralized exchange', 'buy BTC on CEX', 'sell ETH futures', 'open a long position', 'open a short position', 'close my position', 'set leverage', 'check my CEX balance', 'show my open orders', 'cancel my order', 'check CEX ticker', 'get K-line data', 'set margin mode', 'check my CEX positions', 'view trade history', 'check funding rate', 'get order book', 'check open interest', 'compare funding rates', or mentions CEX trading, futures, contracts, leverage, margin, limit orders, market orders, stop-loss, take-profit, funding rate, order book, open interest. This is for centralized exchange operations only. Do NOT use for DEX swaps (use opentrade-dex-swap), on-chain balances (use opentrade-portfolio), on-chain market data (use opentrade-market), token search (use opentrade-token), custodial wallet (use opentrade-wallet), or transaction broadcasting (use opentrade-gateway).

Pillar smart wallet operations in two modes — browser-handoff (pillar.ts) opens the Pillar frontend for user signing, and agent-signed direct (pillar-direct.ts) signs locally with a secp256k1 keypair and submits directly to the Pillar API (no browser required, gas sponsored). Supports sBTC send/supply/boost/unwind, DCA programs, stacking, key management, wallet creation, and position queries.

Creates syntactically correct mermaid diagrams (flowchart, sequenceDiagram, classDiagram, stateDiagram, erDiagram, gantt, mindmap) following official specifications. Prevents common errors like special characters in labels, subgraph syntax, note misuse, and reserved words. Use when creating or editing mermaid diagrams in documentation or design files.

Retrospect and improve a skill based on execution experience.

Create realistic long-form AI talking head/UGC videos that don't look AI-generated. Use when user wants to make "realistic AI video", "UGC video", "talking head video", "AI spokesperson", "AI ad content", "video that looks real", "human-looking AI video". Orchestrates Nano Banana for base images and Kling AI for video generation with natural pacing.

When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch-strategy.

Understanding Reinforcement Learning from Human Feedback (RLHF) for aligning language models. Use when learning about preference data, reward modeling, policy optimization, or direct alignment algorithms like DPO.