luokai0
- 3.6k skills
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- 10 repo stars
- 2 weeks ago last updated
- ▌ Sre Engineer · luokai0Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when implementing SLI/SLO frameworks, reducing operat...
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- ▌ Oc 1sec Security · luokai0Install, configure, and manage 1-SEC — an open-source, all-in-one cybersecurity platform (16 modules, single binary)
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- ▌ Oc Alchemyst MCP · luokai0Use this skill whenever you need to store, retrieve, search, or view persistent context using the Alchemyst AI MCP.
- ▌ Oc Alert Manager · luokai0Use when the user asks to "set up SEO alerts", "monitor rankings", "notify me when rankings drop", "traffic.
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- ▌ Oc Kdp Publisher · luokai0Helps agents create, format, and publish children's books and activity books to Amazon KDP.
- ▌ Oc Laravel Forge · luokai0Manage Laravel Forge servers, sites, deployments, databases, integrations, and more via the Forge API.
- ▌ Deep Learning · luokai0Expert-level deep learning with PyTorch and TensorFlow. Use when building neural networks, CNNs, RNNs, transformers, training loops, loss functions, backpropagation, GPU optimization, or fine-tuning pretrained models. Also use when the user mentions 'neural network', 'PyTorch', 'transformer', 'fine-tuning', 'backpropagation', 'GPU training', 'loss function', 'overfitting', 'batch normalization', or 'transfer learning'.
- ▌ Huggingface Tokenizers · luokai0 bundleFast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.
- ▌ Research Analyst · luokai0Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting.
- ▌ Swift Concurrency · luokai0 bundleExpert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) modern concurrency patterns or structured concurrency, (3) migrating to Swift 6 or strict concurrency checking, (4) data races or thread safety issues, (5) refactoring closures to async/await, (6) @MainActor, Sendable, or actor isolation, (7) concurrent code architecture or performance, (8) concurrency-related linter warnings, (9) AsyncSequence, AsyncStream, or task groups, (10) nonisolated, @preconcurrency, or @unchecked Sendable.
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- ▌ General Relativity Expert · luokai0 bundleExpert-level general relativity knowledge. Use when working with curved spacetime, Einstein field equations, geodesics, black holes, gravitational waves, cosmology, Schwarzschild metric, or tensor calculus. Also use when the user mentions 'Einstein field equations', 'curved spacetime', 'geodesic', 'black hole', 'event horizon', 'Schwarzschild', 'gravitational waves', 'spacetime curvature', 'Riemann tensor', 'metric tensor', 'cosmological constant', or 'gravitational lensing'.
- ▌ Mathematical Logic Expert · luokai0 bundleExpert-level mathematical logic knowledge. Use when working with propositional logic, first-order logic, proof theory, model theory, computability theory, Godel incompleteness theorems, set theory, type theory, or formal verification. Also use when the user mentions 'formal proof', 'Godel', 'incompleteness', 'Turing machine', 'decidability', 'Zermelo-Fraenkel', 'axiom of choice', 'model theory', 'completeness theorem', 'computability', 'formal language', or 'type theory'.
- ▌ Special Relativity Expert · luokai0 bundleExpert-level special relativity knowledge. Use when working with Lorentz transformations, time dilation, length contraction, relativistic energy, mass-energy equivalence, spacetime, four-vectors, or relativistic mechanics. Also use when the user mentions 'Lorentz transformation', 'time dilation', 'length contraction', 'E=mc2', 'spacetime', 'four-vector', 'relativistic momentum', 'light cone', 'proper time', 'Minkowski', or 'relativistic velocity addition'.
- ▌ Analytical Chemistry Expert · luokai0 bundleExpert-level analytical chemistry knowledge. Use when working with chromatography, spectroscopy, electroanalytical methods, sample preparation, quantitative analysis, calibration, statistics, or instrumental analysis. Also use when the user mentions 'HPLC', 'GC', 'mass spectrometry', 'atomic absorption', 'ICP', 'titration', 'calibration curve', 'detection limit', 'NMR', 'chromatography', 'electrochemistry', 'sample preparation', or 'method validation'.
- ▌ Biochemistry Biology Expert · luokai0 bundleExpert-level biochemistry from a biology perspective covering metabolic pathways, enzyme kinetics, bioenergetics, signal transduction, and the biochemical basis of cellular processes.
- ▌ Evolutionary Biology Expert · luokai0 bundleExpert-level evolutionary biology covering natural selection, genetic drift, molecular evolution, phylogenetics, speciation, macroevolution, and the modern synthesis.
- ▌ Planetary Science Expert · luokai0 bundleExpert-level planetary science covering solar system formation, planetary interiors, atmospheres, surface processes, astrobiology, and planetary exploration missions.
- ▌ Skill Share · luokai0A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
- ▌ Arboreto · luokai0 bundleInfer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
- ▌ Deepchem · luokai0 bundleMolecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.
- ▌ Diffdock · luokai0 bundleDiffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.
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- ▌ Fluidsim · luokai0 bundleFramework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.
- ▌ Guidance · luokai0 bundleControl LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework
- ▌ Histolab · luokai0 bundleLightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.
- ▌ Networkx · luokai0 bundleComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
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- ▌ Xurl · luokai0A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or interact with any X API v2 endpoint.
- ▌ Openrlhf Training · luokai0 bundleHigh-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing.
- ▌ Outlines · luokai0 bundleGuarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library
- ▌ Pinecone · luokai0 bundleManaged vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.
- ▌ Postgres · luokai0Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.
- ▌ Pydeseq2 · luokai0 bundleDifferential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.
- ▌ Pyhealth · luokai0 bundleComprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).
- ▌ Pymatgen · luokai0 bundleMaterials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.
- ▌ Pyopenms · luokai0 bundleComplete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. Best for proteomics, comprehensive MS data processing. For simple spectral comparison and metabolite ID use matchms.
- ▌ Pyzotero · luokai0 bundleInteract with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.
- ▌ Ray Data · luokai0 bundleScalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines.
- ▌ Skypilot Multi Cloud Orchestration · luokai0 bundleMulti-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.
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- ▌ Oc Triggercmd · luokai0Control TRIGGERcmd computers remotely by listing and running commands via the TRIGGERcmd REST API.
- ▌ Daily Affirmations · luokai0 bundleSend yourself a daily text message with a randomly selected or rotating positive affirmation.
- ▌ Syllabus Reminders · luokai0 bundleReads your syllabus, finds all due dates, and sets up text reminders and calendar events so you never miss an assignment
- ▌ Zo Dataset Creator · luokai0 bundleCreate Zo Datasets correctly formatted for the Zo UI. Use when creating a new dataset from scratch, setting up a dataset with proper datapackage.json, schema.yaml, and data.duckdb structure, fixing existing datasets that don't display tables in the Zo UI, or generating schema.yaml from an existing DuckDB database. Handles common pitfalls of manual schema formatting and ensures all required files are present and correctly structured.
- ▌ Angular Best Practices · luokai0 bundleAngular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
- ▌ Backend Dev Guidelines · luokai0 bundleOpinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod validation, unifiedConfig, Sentry error tracking, async safety, and testing discipline.
- ▌ Helm Chart Scaffolding · luokai0 bundleDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
- ▌ N8n Node Configuration · luokai0Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.
- ▌ Observability Engineer · luokai0Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows. Use PROACTIVELY for monitoring infrastructure, performance optimization, or production reliability.
- ▌ React State Management · luokai0Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
- ▌ Threat Modeling Expert · luokai0Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture reviews, threat identification, and secure-by-design planning.
- ▌ Skill Manifest Generator · luokai0 bundleGenerate MANIFEST.json files for Agent Skills, providing content integrity verification, file inventory, and external reference tracking.
- ▌ Album Art Director · luokai0 bundleCreates visual concepts for album artwork and generates AI art prompts. Use during planning for concept discussion, or after all tracks are Final for actual artwork generation.
- ▌ App Store Featured · luokai0When the user wants to get featured on the App Store or understand the editorial process. Also use when the user mentions "get featured", "App Store editorial", "App of the Day", "Today tab", "Apple featuring", or "how to get Apple to feature my app". For launch strategy, see app-launch. For ASO optimization, see aso-audit.
- ▌ Case Study Builder · luokai0 bundleTurn client wins into formatted case studies for proposals, social proof, and sales conversations. Use when someone needs to document results, build credibility, or create reusable proof assets.
- ▌ Claimable Postgres · luokai0Provision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup, or credit card. Supports REST API, CLI, and SDK. Use when users ask for a quick Postgres environment, a throwaway DATABASE_URL for prototyping/tests, or "just give me a DB now". Triggers include: "quick postgres", "temporary postgres", "no signup database", "no credit card database", "instant DATABASE_URL", "npx neon-new", "neon.new", "neon.new API", "claimable postgres API".
- ▌ Filesystem Context · luokai0 bundleThis skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions file-based context management, tool output persistence, agent scratch pads, or just-in-time context loading.
- ▌ Formula Derivation · luokai0Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
- ▌ Azure App Configuration · luokai0Expert knowledge for Azure App Configuration development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using feature flags, dynamic refresh, snapshots, Key Vault integration, or App Configuration REST APIs, and other Azure App Configuration related development tasks. Not for Azure App Service (use azure-app-service), Azure Key Vault (use azure-key-vault), Azure Automation (use azure-automation), Azure Policy (use azure-policy).
- ▌ Azure Container Storage · luokai0Expert knowledge for Azure Container Storage development including troubleshooting, decision making, limits & quotas, security, and configuration. Use when configuring CMK-encrypted Elastic SAN volumes, ACS pools, LRS/ZRS redundancy, volume resize, or v1 installs, and other Azure Container Storage related development tasks. Not for Azure Blob Storage (use azure-blob-storage), Azure Files (use azure-files), Azure Elastic SAN (use azure-elastic-san), Azure NetApp Files (use azure-netapp-files).
- ▌ Azure Firmware Analysis · luokai0Expert knowledge for Azure Firmware Analysis development including troubleshooting, best practices, limits & quotas, security, integrations & coding patterns, and deployment. Use when scanning firmware images, interpreting SBOM paths, using UEFI analysis, or automating uploads via CLI/PowerShell/Python, and other Azure Firmware Analysis related development tasks. Not for Azure Defender For Iot (use azure-defender-for-iot), Azure IoT Edge (use azure-iot-edge), Azure IoT Hub (use azure-iot-hub), Azure Confidential Computing (use azure-confidential-computing).
- ▌ Azure Notification Hubs · luokai0Expert knowledge for Azure Notification Hubs development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when integrating FCM/APNS/WNS, targeting devices/users with tags/templates, scheduling pushes, or securing hubs with Private Link, and other Azure Notification Hubs related development tasks. Not for Azure Event Hubs (use azure-event-hubs), Azure Service Bus (use azure-service-bus), Azure Web PubSub (use azure-web-pubsub), Azure Communication Services (use azure-communication-services).
- ▌ Azure Partner Solutions · luokai0Expert knowledge for Azure Partner Solutions development including troubleshooting, decision making, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when using Service Connector, Confluent Cloud, MongoDB Atlas, Dynatrace APM, or Palo Alto Cloud NGFW on Azure, and other Azure Partner Solutions related development tasks. Not for Azure Industry (use azure-industry), Azure Managed Applications (use azure-managed-applications), Azure Lighthouse (use azure-lighthouse), Azure Networking (use azure-networking).
- ▌ Azure Service Connector · luokai0Expert knowledge for Azure Service Connector development including troubleshooting, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when wiring Azure compute to Cosmos DB, Key Vault, Redis, Kafka, OpenAI, or external services via Service Connector, and other Azure Service Connector related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Logic Apps (use azure-logic-apps), Azure API Management (use azure-api-management).
- ▌ Azure Synapse Analytics · luokai0Expert knowledge for Azure Synapse Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing Synapse workspaces, Spark pools, dedicated/serverless SQL, Delta Lake, or Synapse Link workloads, and other Azure Synapse Analytics related development tasks. Not for Azure Data Factory (use azure-data-factory), Azure Data Explorer (use azure-data-explorer), Azure Databricks (use azure-databricks), Azure HDInsight (use azure-hdinsight).
- ▌ Microsoft Foundry Local · luokai0Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including best practices, decision making, configuration, and integrations & coding patterns. Use when compiling HF models with Olive, using Foundry Local CLI, chat/tools APIs, transcription/translation, or SDK migration, and other Microsoft Foundry Local related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Tools (use microsoft-foundry-tools), Azure Local (use azure-local).
- ▌ Microsoft Foundry Tools · luokai0Expert knowledge for Microsoft Foundry Tools (aka Azure AI services, Azure Cognitive Services) development including best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when using Content Moderator, Content Understanding analyzers, document extraction, routing, or secure Foundry setup, and other Microsoft Foundry Tools related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Local (use microsoft-foundry-local).
- ▌ Algorithmic Art · luokai0 bundleCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
- ▌ Market Gap Analysis · luokai0Analyze market positioning, identify underserved segments, and map competitive gaps using systematic frameworks. Covers SWOT analysis, competitive landscape mapping, opportunity scoring, and positioning strategy. Triggers on market analysis, competitive research, or gap identification requests.
- ▌ SQL Query Optimizer · luokai0 bundleAnalyzes complex SQL queries to improve performance, suggesting indexing strategies, schema refactoring, and query rewrites.
- ▌ Time Series Analyst · luokai0 bundleAnalyzes time-series data for patterns, trends, seasonality, and anomalies, with forecasting using statistical and machine learning methods.
- ▌ Tdd Workflow · luokai0 bundleTest-driven development workflow with comprehensive coverage requirements including unit, integration, and E2E tests
- ▌ Socratic Tutor · luokai0 bundleA pedagogical aid that uses the Socratic method to guide users to answers through questioning, rather than providing direct solutions, to deepen understanding.
- ▌ Agent Native Architecture · luokai0 bundleDesign agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, shared-workspace file patterns, or self-modifying agent systems.
- ▌ Embed Code Domains · luokai0Industry domain requirements. Aerospace (DO-178C), Military (MIL-STD), Industrial (IEC 61508), Automotive (ISO 26262).
- ▌ Embed Code Drivers · luokai0Peripheral driver templates. UART, SPI, I2C, DMA, CAN, CANFD, PWM, Ethernet, 1553B, SpaceWire, SDIO, Timer, WDT, GPIO.
- ▌ Build Online Course Curriculum With Slides · luokai0 bundleGenerates a structured curriculum with learning objectives, lesson content, presentation slides, and assessment questions. Use when building educational content.
- ▌ Find Bugs · luokai0Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
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- ▌ Terraform Expert · luokai0Expert-level Terraform IaC. Use when writing Terraform configs, providers, modules, state management, workspaces, remote backends, Terragrunt, or managing cloud infrastructure. Also use when the user mentions 'tfstate', 'terraform plan', 'terraform apply', 'module', 'provider', 'backend', 'Terragrunt', or 'infrastructure as code'.
- ▌ Terraform Stacks · luokai0 bundleComprehensive guide for working with HashiCorp Terraform Stacks. Use when creating, modifying, or validating Terraform Stack configurations (.tfcomponent.hcl, .tfdeploy.hcl files), working with stack components and deployments from local modules, public registry, or private registry sources, managing multi-region or multi-environment infrastructure, or troubleshooting Terraform Stacks syntax and structure.
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- ▌ Oc Agentic Devops · luokai0Production-grade agent DevOps toolkit — Docker, process management, log analysis, and health monitoring.
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- ▌ Oc Filesystem MCP · luokai0Official Filesystem MCP Server for secure file operations with configurable access controls.
- ▌ Oc Finviz Crawler · luokai0Continuous financial news crawler for finviz.com with SQLite storage, article extraction, and query tool.
- ▌ Oc Grafana Plugin · luokai0Read current values from Grafana dashboards without knowing the underlying queries.
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