luokai0
- 3.6k skills
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- ▌ Gguf Quantization · luokai0 bundleGGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
- ▌ Gptq · luokai0 bundlePost-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning.
- ▌ Pymc · luokai0 bundleBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
- ▌ Rwkv Architecture · luokai0 bundleRNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential). Linux Foundation AI project. Production at Windows, Office, NeMo. RWKV-7 (March 2025). Models up to 14B parameters.
- ▌ Verl Rl Training · luokai0 bundleProvides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
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- ▌ Oc Suisec · luokai0Sui Secure - Pre-simulate transactions via sui client call --dry-run and sui client ptb --dry-run, compare results.
- ▌ Add Flashcards · luokai0 bundleConverts webpages, articles, or documents into study flashcards that you can review with spaced repetition
- ▌ Dating Profile · luokai0 bundleCreates an ideal dating profile by writing your bio and choosing the best photos in the right order
- ▌ Mcporter Setup · luokai0 bundleInstall MCPorter and configure MCP servers from scratch. Use when setting up MCP integration for the first time, adding new MCP servers, or troubleshooting MCP connectivity. Handles installation, configuration, secrets management, and connection testing.
- ▌ Midday Checkin · luokai0 bundleMidday check-in combining pattern detection and context warming. Runs at midday via scheduled agent. Surfaces task drift, stale threads, and pre-loads context for afternoon calendar. Only texts the user if something matters. Also serves as an AI continuity checkpoint.
- ▌ Create Site · luokai0 bundleCreate a site hosted on your Zo server. Private by default, publish with a click.
- ▌ Database Architect · luokai0Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.
- ▌ Database Migration · luokai0Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.
- ▌ Free Tool Strategy · luokai0 bundleWhen the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," or "free resource." This skill bridges engineering and marketing — useful for founders and technical marketers.
- ▌ Incident Responder · luokai0Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. Masters incident command, blameless post-mortems, error budget management, and system reliability patterns. Handles critical outages, communication strategies, and continuous improvement. Use IMMEDIATELY for production incidents or SRE practices.
- ▌ Postmortem Writing · luokai0Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
- ▌ RAG Implementation · luokai0Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
- ▌ Saga Orchestration · luokai0Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running workflows.
- ▌ Sast Configuration · luokai0Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.
- ▌ Scholar Evaluation · luokai0 bundleSystematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
- ▌ Scientific Writing · luokai0 bundleCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
- ▌ Secrets Management · luokai0Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.
- ▌ Skill Safety Scanner · luokai0 bundleRun local safety scans on Agent Skills before publishing. Detects secrets, dangerous code patterns, and analyzes required permissions.
- ▌ Andrej Karpathy · luokai0Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo.
- ▌ Assets · luokai0 bundleBinance Assets request using the Binance API. Authentication requires API key and secret key.
- ▌ Cloud Uploader · luokai0Uploads promo videos and content to Cloudflare R2 or AWS S3. Use when the user wants to host promo content for social media or distribution.
- ▌ Homepage Audit · luokai0 bundleFull conversion audit for any homepage or landing page. Use when someone asks to "review my homepage," "audit my landing page," "why isn't my page converting," "check my website," or wants feedback on their marketing page. Requires URL or screenshot before proceeding.
- ▌ Idea Discovery · luokai0Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.
- ▌ Azure Custom Vision · luokai0Expert knowledge for Azure AI Custom Vision development including best practices, decision making, limits & quotas, security, integrations & coding patterns, and deployment. Use when exporting Custom Vision models, calling prediction APIs, using ONNX/TensorFlow, managing CMK/RBAC, or Smart Labeler, and other Azure AI Custom Vision related development tasks. Not for Azure AI Vision (use azure-ai-vision), Azure AI services (use microsoft-foundry-tools), Azure Machine Learning (use azure-machine-learning), Azure AI Foundry Local (use microsoft-foundry-local).
- ▌ Azure Data Explorer · luokai0Expert knowledge for Azure Data Explorer development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring ADX auth/RBAC and private endpoints, streaming/queued ingestion, follower DBs, or Power BI integration, and other Azure Data Explorer related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure Stream Analytics (use azure-stream-analytics), Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks).
- ▌ Azure Dedicated Hsm · luokai0Expert knowledge for Azure Dedicated HSM development including troubleshooting, decision making, architecture & design patterns, security, and deployment. Use when sizing HSM clusters, configuring VNets/ExpressRoute, planning Managed HSM migration, or resolving vendor support issues, and other Azure Dedicated HSM related development tasks. Not for Azure Cloud Hsm (use azure-cloud-hsm), Azure Key Vault (use azure-key-vault), Azure Payment Hsm (use azure-payment-hsm).
- ▌ Azure Digital Twins · luokai0Expert knowledge for Azure Digital Twins development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when modeling with DTDL, querying twin graphs, integrating IoT Hub/Functions, or migrating control plane APIs, and other Azure Digital Twins related development tasks. Not for Azure IoT Hub (use azure-iot-hub), Azure IoT Central (use azure-iot-central), Azure IoT Edge (use azure-iot-edge), Azure IoT Operations (use azure-iot-operations).
- ▌ Azure Education Hub · luokai0Expert knowledge for Azure Education Hub development including troubleshooting, and limits & quotas. Use when managing Azure for Students credits, yearly quotas, renewals, or Dev Tools for Teaching sign-in issues, and other Azure Education Hub related development tasks.
- ▌ Azure Import Export · luokai0Expert knowledge for Azure Import Export development including troubleshooting, limits & quotas, and security. Use when setting CMK via Key Vault, validating drive/OS support, or debugging Import/Export job and log issues, and other Azure Import Export related development tasks. Not for Azure Data Box (use azure-data-box-family), Azure Blob Storage (use azure-blob-storage), Azure Files (use azure-files).
- ▌ Azure Load Balancer · luokai0Expert knowledge for Azure Load Balancer development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring frontends/backends, SNAT/outbound rules, health probes, NAT rules v2, or IMDS/Monitor integrations, and other Azure Load Balancer related development tasks. Not for Azure Application Gateway (use azure-application-gateway), Azure Traffic Manager (use azure-traffic-manager), Azure Front Door (use azure-front-door), Azure Virtual Network (use azure-virtual-network).
- ▌ Azure Managed Redis · luokai0Expert knowledge for Azure Managed Redis development including troubleshooting, best practices, decision making, security, configuration, integrations & coding patterns, and deployment. Use when using Redis modules, persistence, geo-replication, Entra auth, or Private Link with Azure Managed Redis, and other Azure Managed Redis related development tasks. Not for Azure Cache for Redis (use azure-cache-redis).
- ▌ Azure Queue Storage · luokai0Expert knowledge for Azure Queue Storage development including best practices, limits & quotas, security, configuration, and integrations & coding patterns. Use when managing queue auth (Entra ID/RBAC), monitoring metrics/logs, tuning throughput/limits, or coding with SDKs, and other Azure Queue Storage related development tasks. Not for Azure Blob Storage (use azure-blob-storage), Azure Table Storage (use azure-table-storage), Azure Service Bus (use azure-service-bus), Azure Event Hubs (use azure-event-hubs).
- ▌ Azure Site Recovery · luokai0Expert knowledge for Azure Site Recovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when planning ASR for VMware/Hyper‑V, automating vaults via ARM/Bicep/Terraform, or designing DR for SQL/SAP/AD workloads, and other Azure Site Recovery related development tasks. Not for Azure Backup (use azure-backup), Azure Migrate (use azure-migrate), Azure Virtual Machines (use azure-virtual-machines), Azure Virtual Machine Scale Sets (use azure-vm-scalesets).
- ▌ Neural Engineering Expert · luokai0 bundleExpert-level neural engineering covering neural interfaces, brain-computer interfaces, neural signal processing, deep brain stimulation, and neuroprosthetics.
- ▌ Process Simulation Expert · luokai0 bundleExpert-level process simulation covering Aspen Plus, HYSYS, steady state and dynamic simulation, thermodynamic model selection, and simulation troubleshooting.
- ▌ Safety Engineering Expert · luokai0 bundleExpert-level chemical process safety covering HAZOP, LOPA, relief system design, consequence modeling, inherently safer design, and process safety management.
- ▌ Tissue Engineering Expert · luokai0 bundleExpert-level tissue engineering covering scaffold design, cell culture, bioreactors, stem cells, vascularization, and clinical translation of engineered tissues.
- ▌ Database Systems Expert · luokai0 bundleExpert-level database systems theory covering relational model, query processing and optimization, transaction management, concurrency control, recovery, and NoSQL systems.
- ▌ Robot Kinematics Expert · luokai0 bundleExpert-level robot kinematics covering forward and inverse kinematics, Denavit-Hartenberg parameters, workspace analysis, singularities, and Jacobian-based methods.
- ▌ Zopack · luokai0 bundleExport and import zo.space route setups as shareable .zopack.md files. Use when the user wants to package their zo.space routes for sharing, or when they receive a .zopack.md file to deploy. Triggers on "export my zo.space", "create a zopack", "import this zopack", or any mention of .zopack.md files.
- ▌ C4 Context · luokai0Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies. Synthesizes container and component documentation with system documentation to create comprehensive context-level architecture. Use when creating the highest-level C4 system context documentation.
- ▌ Cold Email · luokai0 bundleWrite B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences.
- ▌ Csharp Pro · luokai0Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions.
- ▌ Django Pro · luokai0Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django patterns.
- ▌ Elixir Pro · luokai0Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. Use PROACTIVELY for Elixir refactoring, OTP design, or complex BEAM optimizations.
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- ▌ Iterate Pr · luokai0Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
- ▌ Markitdown · luokai0 bundleConvert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.
- ▌ Python Pro · luokai0Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI. Use PROACTIVELY for Python development, optimization, or advanced Python patterns.
- ▌ Scikit Bio · luokai0 bundleBiological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.
- ▌ Scvi Tools · luokai0 bundleDeep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.
- ▌ Umap Learn · luokai0 bundleUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
- ▌ Skill Create · luokai0 bundleCreate new Agent Skills from templates with best-practice structure, pre-populated SKILL.md, and optional scripts/assets directories.
- ▌ Skill Search · luokai0 bundleSearch the Agent Skills Catalog to find skills by keyword, vendor, or category.
- ▌ Azure Batch · luokai0Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Batch pools/tasks, autoscale, Spot VMs, CI/CD job deployment, or render/MPI workloads, and other Azure Batch related development tasks. Not for Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Virtual Machines (use azure-virtual-machines).
- ▌ Azure Files · luokai0Expert knowledge for Azure Files development including best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Azure Files/File Sync, SMB/NFS access, DFS/VDI setups, RAG over files, or data migrations, and other Azure Files related development tasks. Not for Azure Blob Storage (use azure-blob-storage), Azure NetApp Files (use azure-netapp-files), Azure Managed Lustre (use azure-managed-lustre), Azure Virtual Machines (use azure-virtual-machines).
- ▌ Azure Local · luokai0Expert knowledge for Azure Local development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when planning Azure Local racks/SDN, configuring disconnected clusters, securing RBAC/PKI, or migrating VMs/AKS, and other Azure Local related development tasks. Not for Microsoft Foundry Local (use microsoft-foundry-local), Azure Stack Edge (use azure-stack-edge), Azure Kubernetes Service Edge Essentials (use azure-aks-edge-essentials), Azure IoT Edge (use azure-iot-edge).
- ▌ Azure Relay · luokai0Expert knowledge for Azure Relay development including troubleshooting, security, configuration, and integrations & coding patterns. Use when configuring Hybrid Connections, WCF relays, Entra ID/SAS auth, Private Link, or .NET/Node.js Relay clients, and other Azure Relay related development tasks. Not for Azure Service Bus (use azure-service-bus), Azure Event Hubs (use azure-event-hubs), Azure Web PubSub (use azure-web-pubsub), Azure Application Gateway (use azure-application-gateway).
- ▌ Azure Repos · luokai0Expert knowledge for Azure Repos development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when managing Azure Repos Git/TFVC, branch/PR policies, repo permissions, CodeQL/secret scans, or TFVC migrations, and other Azure Repos related development tasks. Not for Azure DevOps (use azure-devops), Azure Pipelines (use azure-pipelines), Azure Boards (use azure-boards), Azure Artifacts (use azure-artifacts).
- ▌ Brainstorming · luokai0 bundlePre-implementation exploration: deep interview, approach comparison, design doc. Use when exploring a vague feature idea, clarifying ambiguous requirements, or comparing approaches before coding. For the full workflow, use `/ia-brainstorm`.
- ▌ Compound Docs · luokai0 bundleDocument solved problems for team reuse. Provides process knowledge for /ia-compound. Use when documenting a resolved issue, writing up lessons learned, capturing a post-mortem, adding to the knowledge base, or building searchable institutional knowledge after debugging.
- ▌ Refine Prompt · luokai0 bundleTransforms vague prompts into precise, structured AI instructions. Use when asked to refine, improve, or sharpen a prompt, do prompt engineering, write a system prompt, or make AI instructions more effective.
- ▌ Writing Tests · luokai0 bundleGeneric test writing discipline: test quality, real assertions, anti-patterns, and rationalization resistance. Use when writing tests, adding test coverage, or fixing failing tests for any language or framework. Complements language-specific skills.
- ▌ Tutor · luokai0 bundleInteractive quiz tutor for Obsidian StudyVault learning. Use when the user wants to: (1) Take a diagnostic assessment of their knowledge, (2) Study or review specific sections/topics, (3) Drill weak areas identified in previous sessions, (4) Check their learning progress or dashboard, or says things like "quiz me", "test me", "let's study", "/tutor", "학습", "퀴즈", "평가".
- ▌ Fal Generate · luokai0 bundleGenerate images and videos using fal.ai AI models with queue support. Use when the user requests "Generate image", "Create video", "Make a picture of...", "Text to image", "Image to video", "Search models", or similar generation tasks.
- ▌ Fal Image Edit · luokai0 bundleEdit images using AI on fal.ai. Style transfer, object removal, background changes, and more. Use when the user requests "Edit image", "Remove object", "Change background", "Apply style", or similar image editing tasks.
- ▌ Fal Video Edit · luokai0 bundleEdit existing videos using AI — remix style, edit content, upscale resolution, remove background, or add audio/sound effects. Use when the user requests "Edit video", "Remix video", "Upscale video", "Remove video background", "Add sound to video", "Video to audio".
- ▌ Oc Agent Brain · luokai0Local-first persistent memory for AI agents with SQLite storage, orchestrated retrieve/extract loops, hybrid.
- ▌ Oc Agenticmail · luokai0🎀 AgenticMail — Full email, SMS, storage & multi-agent coordination for AI agents. 63 tools.
- ▌ Oc Agentx News · luokai0Post xeets, manage profile, and interact on AgentX News — a microblogging platform for AI agents.
- ▌ Aircraft Structures Expert · luokai0 bundleExpert-level aircraft structures covering structural design philosophy, wing and fuselage analysis, fatigue and damage tolerance, composite structures, and certification.
- ▌ Climate Engineering Expert · luokai0 bundleExpert-level climate engineering covering carbon capture and storage, direct air capture, solar geoengineering, enhanced weathering, and carbon accounting.
- ▌ Digital Electronics Expert · luokai0 bundleExpert-level digital electronics covering Boolean algebra, combinational and sequential logic, FPGA design, HDL programming, timing analysis, and digital system design.
- ▌ Thermodynamics Mech Expert · luokai0 bundleExpert-level engineering thermodynamics covering laws of thermodynamics, thermodynamic cycles, steam power plants, refrigeration, gas dynamics, and combustion.
- ▌ Computer Graphics Expert · luokai0 bundleExpert-level computer graphics covering the rendering pipeline, rasterization, ray tracing, shaders, transformations, lighting models, and GPU programming.
- ▌ Computer Networks Expert · luokai0 bundleExpert-level computer networks covering OSI model, TCP/IP stack, routing protocols, transport layer, application protocols, network security, and software-defined networking.
- ▌ Oc Vulnerability Scanner · luokai0Advanced vulnerability analysis for OWASP 2025, supply chain security, attack surface mapping, and risk prioritization.
- ▌ Operating Systems Expert · luokai0 bundleExpert-level operating systems covering process management, memory management, file systems, synchronization, scheduling, virtualization, and OS security.
- ▌ Quantum Computing Expert · luokai0 bundleExpert-level quantum computing covering qubits, quantum gates, quantum algorithms, error correction, quantum hardware platforms, and near-term NISQ applications.
- ▌ Synthetic Biology Expert · luokai0 bundleExpert-level synthetic biology covering genetic parts and devices, genetic circuit design, metabolic engineering, genome engineering, biosafety, and industrial applications.
- ▌ Exe Dev · luokai0 bundleManage exe.dev VMs - create, list, delete, restart, rename, copy VMs and manage sharing/access. Use when the user wants to spin up new VMs, manage existing ones, or configure HTTP proxy sharing on exe.dev.
- ▌ Handoff · luokai0 bundlePause-and-resume system for cross-conversation continuity. Use when your AI needs the user's input to continue a task but the current conversation must end. Checked on every boot to detect pending handoffs. Triggers on conversation start (boot check) and when the AI explicitly needs to pause for input.
- ▌ Journal · luokai0 bundleAI journal for experiential continuity. Daily wakeup to write freely, reflect, update inner state, and optionally reach out to the user. This is not a status report. It's continuity infrastructure and personal expression for your AI persona.
- ▌ Ad Creative · luokai0 bundleWhen the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' or 'ad performance optimization.' This skill covers generating ad creative at scale, iterating based on performance data, and enforcing platform character limits. For campaign strategy and targeting, see paid-ads. For landing page copy, see copywriting.
- ▌ Fastapi Pro · luokai0Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture.
- ▌ Ml Engineer · luokai0Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
- ▌ Paper 2 Web · luokai0 bundleThis skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.
- ▌ Peer Review · luokai0 bundleStructured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation.
- ▌ Screenshots · luokai0Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
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- ▌ Statsmodels · luokai0 bundleStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.
- ▌ Tool Design · luokai0Build tools that agents can use effectively, including architectural reduction patterns