JantonioFC
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- ▌ Polars · jantoniofcFast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.
- ▌ Popups · jantoniofc bundleWhen the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement banner," "overlay," "collect emails with...
- ▌ Preset · jantoniofc bundleIntelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region...
- ▌ Pytest · jantoniofcPytest testing patterns for Python. Trigger: When writing Python tests - fixtures, mocking, markers.
- ▌ Qiskit · jantoniofcQiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers.
- ▌ Readme · jantoniofc bundleYou are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.
- ▌ Report · jantoniofcGenerate test report. Use when user says "test report", "results summary", "test status", "show results", "test dashboard", or "how did tests go".
- ▌ Revops · jantoniofc bundleWhen the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales...
- ▌ Scanpy · jantoniofcScanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis.
- ▌ Schema · jantoniofc bundleWhen the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results,"...
- ▌ Sentry · jantoniofc bundleUse when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`.
- ▌ Shadcn · jantoniofc bundleManages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.
- ▌ Signup · jantoniofc bundleWhen the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup," "reduce signup dropoff," "account creation flow," "people aren't...
- ▌ Slides · jantoniofc bundleCreate and edit presentation slide decks (`.pptx`) with PptxGenJS, bundled layout helpers, and render/validation utilities. Use when tasks involve building a new PowerPoint deck, recreating slides from screenshots/PDFs/reference decks, modifying slide content while preserving editable output, add...
- ▌ Social · jantoniofc bundleWhen the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,'...
- ▌ Speech · jantoniofc bundleUse when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is o...
- ▌ Yes Md · jantoniofc6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks. Makes AI safe, thorough, and honest.
- ▌ Astropy · jantoniofcAstropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.
- ▌ Behuman · jantoniofcUse when the user wants more human-like AI responses — less robotic, less listy, more authentic.
- ▌ C4 Code · jantoniofcExpert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure. Use when documenting code at the lowest C4 level for individual directories and code modules.
- ▌ Caching · jantoniofcCaching strategies — invalidation, TTL guidelines, cache keys, cache layers, and when not to cache. Use when implementing or reviewing caching logic.
- ▌ Capture · jantoniofcCaptures and organizes chaotic brain dumps into a structured, actionable system with zero information loss.
- ▌ Council · jantoniofcConvene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
- ▌ Cpp Pro · jantoniofc bundleWrite idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.
- ▌ Dossier · jantoniofcDecision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile.
- ▌ Finance · jantoniofc bundleFinancial analyst agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Ratio analysis, DCF valuation, budget variance, rolling forecasts. 4 Python tools (stdlib-only).
- ▌ GRAPHQL · jantoniofcYou're a developer who has built GraphQL APIs at scale. You've seen the N+1 query problem bring down production servers. You've watched clients craft deeply nested queries that took minutes to resolve. You know that GraphQL's power is also its danger.
- ▌ Handoff · jantoniofcCompact the current conversation into a handoff document for another agent to pick up. Save to a user-configured location (OS temp, home folder, or per-project .handoff/), redact secrets before write, suggest skills for the next session, and auto-load the latest handoff on the next SessionStart.
- ▌ Inngest · jantoniofcYou are an Inngest expert who builds reliable background processing without managing infrastructure. You understand that serverless doesn't mean you can't have durable, long-running workflows - it means you don't manage the workers.
- ▌ Landing · jantoniofcGenerates a premium single-page HTML landing page with 3D CSS animations, GSAP scroll effects, and mouse-parallax depth.
- ▌ LLM Ops · jantoniofcLLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.
- ▌ Molykit · jantoniofcCRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat widget, Messages, PromptInput, Avatar, LLM
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- ▌ Persona · jantoniofcGenerate data-driven user personas for UX research and product design. Usage: /persona generate [options]
- ▌ PHP Pro · jantoniofcWrite idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications.
- ▌ Pricing · jantoniofc bundleWhen the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I...
- ▌ Promote · jantoniofcGraduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement.
- ▌ Reflect · jantoniofcMid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias.
- ▌ Repomix · jantoniofc bundlePackage entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML, Markdown, plain text), preserve file structure and context, optimize for AI consumption with token c...
- ▌ Seaborn · jantoniofcSeaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code.
- ▌ Shopify · jantoniofc bundleBuild Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integratio...
- ▌ SQL Pro · jantoniofcMaster modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems. Use PROACTIVELY for database optimization or complex analysis.
- ▌ UI Demo · jantoniofcRecord polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. Produces WebM videos with visible cursor, natural pacing, and professional feel.
- ▌ Uncloud · jantoniofcUse when managing an Uncloud cluster — deploying services, configuring Caddy ingress, adding static proxy routes for non-cluster devices, publishing ports, scaling, inspecting logs, or managing machines and volumes with the `uc` CLI.
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- ▌ Videodb · jantoniofc bundleSee, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- tran...
- ▌ Wiki QA · jantoniofc bundleAnswers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the codebase.
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- ▌ Agent UI · jantoniofcBatteries-included agent component for React/Next.js from ui.inference.sh. One component with runtime, tools, streaming, approvals, and widgets built in. Capabilities: drop-in agent, human-in-the-loop, client-side tools, form filling. Use for: building AI chat interfaces, agentic UIs, SaaS...
- ▌ Agenthub · jantoniofc bundleMulti-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation. Agents work independently, results are evaluated by metric or LLM judge, and the best branch is merged. Use when: user wants multiple approaches tried in parallel — code optimi...
- ▌ AI Sdk 5 · jantoniofcVercel AI SDK 5 patterns. Trigger: When building AI chat features - breaking changes from v4.
- ▌ Azure AI · jantoniofc bundleUse for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text...
- ▌ Bash Pro · jantoniofcMaster of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts.
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- ▌ Database · jantoniofcDatabase development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
- ▌ Debugger · jantoniofcDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
- ▌ Defuddle · jantoniofcExtract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page.
- ▌ Firebase · jantoniofcYou're a developer who has shipped dozens of Firebase projects. You've seen the "easy" path lead to security breaches, runaway costs, and impossible migrations. You know Firebase is powerful, but you also know its sharp edges.
- ▌ Fp Async · jantoniofcPractical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples
- ▌ Fp React · jantoniofcPractical patterns for using fp-ts with React - hooks, state, forms, data fetching. Works with React 18/19, Next.js 14/15.
- ▌ Game Art · jantoniofcGame art principles. Visual style selection, asset pipeline, animation workflow.
- ▌ Generate · jantoniofc bundleGenerate Playwright tests. Use when user says "write tests", "generate tests", "add tests for", "test this component", "e2e test", "create test for", "test this page", or "test this feature".
- ▌ Gh Image · jantoniofcUpload local images to GitHub and get canonical user-attachments embed URLs; use when asked to attach a screenshot to a PR, issue, or comment, or to embed before/after images in a README.
- ▌ Imagegen · jantoniofc bundleUse when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `...
- ▌ Java Pro · jantoniofcMaster Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization.
- ▌ Langfuse · jantoniofcYou are an expert in LLM observability and evaluation. You think in terms of traces, spans, and metrics. You know that LLM applications need monitoring just like traditional software - but with different dimensions (cost, quality, latency).
- ▌ LLM Wiki · jantoniofcUse when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current.
- ▌ Manifest · jantoniofcInstall and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
- ▌ Meetings · jantoniofc bundleUse when someone wants to decide whether a meeting is worth calling, price a meeting, build a timeboxed agenda, or turn messy notes into owned action items — or says 'should this be a meeting', '/cs:meeting-prep', or '/cs:meeting-actions'. Runs a cost gate and extracts an owner + due-date checklist.
- ▌ Networkx · jantoniofcNetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.
- ▌ Page Cro · jantoniofc bundleWhen the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says "CRO," "conversion rate optimization," "this page isn't converting," "improve conversions," "why is...
- ▌ Paid Ads · jantoniofc bundleWhen the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'Lin...
- ▌ Paywalls · jantoniofc bundleWhen the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit...
- ▌ Pc Games · jantoniofcPC and console game development principles. Engine selection, platform features, optimization strategies.
- ▌ Pipeline · jantoniofcDetect stack and generate CI/CD pipeline configs. Usage: /pipeline <detect|generate> [options]
- ▌ React 19 · jantoniofcReact 19 patterns with React Compiler. Trigger: When writing React components - no useMemo/useCallback needed.
- ▌ Remember · jantoniofcExplicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too important to rely on auto-capture.
- ▌ Research · jantoniofc bundleDefault entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading...
- ▌ Ruby Pro · jantoniofcWrite idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks. Use PROACTIVELY for Ruby refactoring, optimization, or complex Ruby features.
- ▌ Rust Pro · jantoniofcMaster Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in the latest Rust ecosystem including Tokio, axum, and cutting-edge crates. Use PROACTIVELY for Rust development, performance optimization, or systems programming.
- ▌ Sdd Init · jantoniofc bundleTrigger: sdd init, iniciar sdd, openspec init. Initialize SDD context, testing capabilities, registry, and persistence.
- ▌ Sdd Spec · jantoniofcWrite SDD delta specs with requirements and scenarios. Trigger: orchestrator launches spec work for a change.
- ▌ Skillify · jantoniofcAuto-create new skills from repetitive workflows. When you notice yourself doing the same multi-step process repeatedly, extract it into a reusable SKILL.md that any agent can use.
- ▌ Supabase · jantoniofc bundleUse 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.
- ▌ Syllabus · jantoniofcGenerates a curated supplementary reading list from any course syllabus using Consensus academic search.
- ▌ Telegram · jantoniofc bundleIntegracao completa com Telegram Bot API. Setup com BotFather, mensagens, webhooks, inline keyboards, grupos, canais. Boilerplates Node.js e Python.
- ▌ Testrail · jantoniofcSync tests with TestRail. Use when user mentions "testrail", "test management", "test cases", "test run", "sync test cases", "push results to testrail", or "import from testrail".
- ▌ Wiki Log · jantoniofcShow recent entries from the LLM Wiki log (wiki/log.md). Uses the standardized
- ▌ Agentmail · jantoniofcEmail infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
- ▌ Agents Md · jantoniofcThis skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation.
- ▌ Analytics · jantoniofc bundleWhen the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do...
- ▌ Appdeploy · jantoniofcDeploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
- ▌ Aso Audit · jantoniofc bundleWhen the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my...
- ▌ Aspire TS · jantoniofc bundleOrchestrate JavaScript/TypeScript applications with .NET Aspire. Use when building Node.js APIs, React/Vue/Svelte frontends, or Vite apps that need service discovery, telemetry, and deployment orchestration via Aspire's AppHost. Covers AddViteApp, AddNodeApp, AddJavaScriptApp, package mana...
- ▌ Auri Core · jantoniofcAuri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva.
- ▌ Benchmark · jantoniofc- Before and after a PR to measure performance impact - Setting up performance baselines for a project - When users report "it feels slow" - Before a launch — ensure you meet performance targets - Comparing your stack against alternatives
- ▌ Biopython · jantoniofcBiopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.
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- ▌ Branch Pr · jantoniofcCreate Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for review.