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lingxling

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• 442 skills
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• 253 repo stars
• 2 weeks ago last updated

1. ▌
   Hugging Face Gradio · lingxling bundle

   Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.
   253 repo stars
2. ▌
   Hugging Face Papers · lingxling

   Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper page URL, an arXiv URL or ID, or asks to summarize, explain,...
   253 repo stars
3. ▌
   Huggingface Zerogpu · lingxling bundle

   AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGPU Space, or handling ZeroGPU-specific code constraints — pickle-based process...
   253 repo stars
4. ▌
   Neon Object Storage · lingxling

   S3-compatible object storage that branches with your Neon project, so files and the database stay in sync across every branch. Use when a user wants object storage, a bucket, blob/file storage, or somewhere to put uploads, images, documents, avatars, or user-generated files for their...
   253 repo stars
5. ▌
   Shipping And Launch · lingxling

   Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.
   253 repo stars
6. ▌
   Technical Tutorials · lingxling bundle

   When the user wants to create step-by-step technical tutorials, quickstarts, or code walkthroughs. Trigger phrases include "tutorial," "quickstart," "getting started guide," "walkthrough," "step by step," "how to guide," "hands-on guide," or "code tutorial."
   253 repo stars
7. ▌
   Update Swiftui Apis · lingxling bundle

   Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements. Use when asked to "update latest APIs", "refresh deprecated SwiftUI APIs", "check for new SwiftUI deprecations", "scan for API changes", or after a new iOS/Xcode...
   253 repo stars
8. ▌
   Usage Based Pricing · lingxling bundle

   Design pricing models that developers understand, accept, and can predict. Trigger phrases: usage-based pricing, API pricing, metered billing, developer pricing, pricing page, cost calculator, pay as you go, pricing transparency, competitive pricing, developer billing
   253 repo stars
9. ▌
   Benchling Integration · lingxling bundle

   Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or the v2 API.
   253 repo stars
10. ▌
    Hypothesis Generation · lingxling bundle

    Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
    253 repo stars
11. ▌
    Opentrons Integration · lingxling bundle

    Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.
    253 repo stars
12. ▌
    Scientific Schematics · lingxling bundle

    Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
    253 repo stars
13. ▌
    CI CD And Automation · lingxling

    Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
    253 repo stars
14. ▌
    Developer Newsletter · lingxling bundle

    When the user wants to create, write, or improve a newsletter for developer audiences. Trigger phrases include "newsletter," "email marketing," "developer email," "weekly digest," "dev newsletter," "email subscribers," "newsletter growth," or "email list."
    253 repo stars
15. ▌
    Developer Onboarding · lingxling bundle

    Get developers to "Hello World" fast with optimized quickstarts, tutorials, and sample apps. Trigger phrases: developer onboarding, time to first value, quickstart guide, hello world tutorial, developer activation, onboarding checklist, sample apps, getting started experience, reduce...
    253 repo stars
16. ▌
    Fixing Accessibility · lingxling

    Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.
    253 repo stars
17. ▌
    Hugging Face Trackio · lingxling bundle

    Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, alerts with webhooks, HF Space syncing, and...
    253 repo stars
18. ▌
    Native Data Fetching · lingxling bundle

    Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo Router data loaders (`useLoaderData`).
    253 repo stars
19. ▌
    Semgrep Rule Creator · lingxling

    Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.
    253 repo stars
20. ▌
    Swiftui Expert Skill · lingxling bundle

    Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state management and `@Observable` data flow, view composition and invalidation/performance, lists and `ForEach` identity, environment usage, localization, animations, Liquid Glass adoption, migrating...
    253 repo stars
21. ▌
    Voice AI Development · lingxling

    Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis, LiveKit for real-time infrastructure, and WebRTC fundamentals.
    253 repo stars
22. ▌
    Labarchive Integration · lingxling bundle

    Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.
    253 repo stars
23. ▌
    Azure Servicebus Rust · lingxling

    Azure Service Bus library for Rust. Send and receive messages using queues, topics, and subscriptions. Triggers: "service bus rust", "ServiceBusClient rust", "send message servicebus rust", "receive message servicebus rust", "queue rust messaging", "topic subscription rust".
    253 repo stars
24. ▌
    Code Review Checklist · lingxling

    Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
    253 repo stars
25. ▌
    Developer Signup Flow · lingxling bundle

    Design frictionless signup experiences for developers including GitHub OAuth, API key generation, and onboarding personalization. Trigger phrases: developer signup, dev registration, OAuth flow, API key onboarding, reduce signup friction, developer authentication, signup conversion,...
    253 repo stars
26. ▌
    Frontend Architecture · lingxling

    A portable, framework-agnostic architecture style for any React or React Native frontend. Organizes apps into feature modules with page/screen directories, a strict server-state vs UI-state split, barrel-only cross-module imports, co-located styles, and clear component-promotion rules....
    253 repo stars
27. ▌
    Gemini Omni Flash API · lingxling bundle

    Use this skill for generative video editing, text-to-video, image-referenced video generation, and first-frame-to-video transition animations using the official google-genai SDK. Includes workflows for pre-processing/optimizing high-resolution or long source videos with ffmpeg,...
    253 repo stars
28. ▌
    Open Source Marketing · lingxling bundle

    When the user wants to market an open source project authentically. Trigger phrases include "open source marketing," "OSS marketing," "GitHub marketing," "promote my library," "grow stars," "launch open source," "open source growth," or "contributor marketing."
    253 repo stars
29. ▌
    Robot Framework Skill · lingxling

    Generates Robot Framework tests in keyword-driven syntax with Python. Supports SeleniumLibrary, RequestsLibrary, and custom keywords. Use when user mentions "Robot Framework", "*** Test Cases ***", "SeleniumLibrary", ".robot file". Triggers on: "Robot Framework", "*** Test Cases ***",...
    253 repo stars
30. ▌
    Shodan Reconnaissance · lingxling

    Provide systematic methodologies for leveraging Shodan as a reconnaissance tool during penetration testing engagements.
    253 repo stars
31. ▌
    SQL Injection Testing · lingxling

    Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms.
    253 repo stars
32. ▌
    Vulnerability Scanner · lingxling bundle

    Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
    253 repo stars
33. ▌
    Get Available Resources · lingxling bundle

    This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.
    253 repo stars
34. ▌
    Iso 13485 Certification · lingxling bundle

    Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.
    253 repo stars
35. ▌
    Market Research Reports · lingxling bundle

    Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
    253 repo stars
36. ▌
    Protocolsio Integration · lingxling bundle

    Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
    253 repo stars
37. ▌
    App Store Optimization · lingxling bundle

    Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
    253 repo stars
38. ▌
    Frontend Observability · lingxling

    A portable, framework-agnostic field-side observability system for any React or React Native app. Establishes one typed event taxonomy (canonical event-name constants, never inline strings), a best-effort non-blocking provider fan-out so a failing or absent analytics provider can never...
    253 repo stars
39. ▌
    Longbridge Market Data · lingxling

    Real-time quotes, K-line charts, order book, trade ticks, intraday capital flow, market sentiment temperature, trading session schedule, security lists, exchange rates, and IPO calendar for HK/US/A-share/SG via Longbridge. Also covers ADR premium and FX carry frameworks. Triggers:...
    253 repo stars
40. ▌
    Neon Postgres Branches · lingxling

    Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch workflows for sensitive data, or branch creation via Neon CLI or Neon MCP. Triggers...
    253 repo stars
41. ▌
    Openapi Spec Generator · lingxling

    Generate complete, production-ready OpenAPI 3.x and Swagger 2.0 specifications from natural language descriptions, code, or partial specs. Use this skill whenever the user mentions OpenAPI, Swagger, API spec, REST API documentation, YAML/JSON API schema, endpoint documentation, API...
    253 repo stars
42. ▌
    Power User Cultivation · lingxling bundle

    When the user wants to identify and nurture developer advocates, build champion programs, or turn active users into contributors and evangelists. Trigger phrases include "power users," "developer advocates," "ambassador program," "champion program," "community contributors," "referral...
    253 repo stars
43. ▌
    Security And Hardening · lingxling

    Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services.
    253 repo stars
44. ▌
    Scientific Brainstorming · lingxling bundle

    Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.
    253 repo stars
45. ▌
    Scientific Visualization · lingxling bundle

    Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
    253 repo stars
46. ▌
    Apify Actor Development · lingxling bundle

    Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently using, such as "Claude Code with Claude Sonnet 4.5". This helps Apify monitor and improve AGENTS.md for specific AI tools and models.
    253 repo stars
47. ▌
    Code Review And Quality · lingxling

    Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.
    253 repo stars
48. ▌
    Environment Setup Guide · lingxling

    Guide developers through setting up development environments with proper tools, dependencies, and configurations
    253 repo stars
49. ▌
    Frontend Data Contracts · lingxling

    A portable, framework-agnostic discipline for type safety at the network edge of any React or React Native app. Establishes one typed API client as the single fetch boundary, a parse-don't-validate rule that turns wire JSON into trusted domain types before it enters the app, a single...
    253 repo stars
50. ▌
    Frontend UI Engineering · lingxling

    Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the output needs to look and feel production-quality rather than AI-generated.
    253 repo stars
51. ▌
    Gemini Interactions API · lingxling bundle

    Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, streaming responses, background research tasks, function calling, structured output, or migrating from the old generateContent...
    253 repo stars
52. ▌
    Hugging Face Evaluation · lingxling

    Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
    253 repo stars
53. ▌
    Longbridge Fundamentals · lingxling

    Financial statements, business segments, dividends, valuation multiples (PE/PB/PS), industry comparison, operating data, corporate actions, company and executive profiles, cross-stock comparison, and valuation ranking via Longbridge. Also: DCF models, value investing screens (low...
    253 repo stars
54. ▌
    Monte Carlo Remediation · lingxling

    Investigate and remediate data quality alerts using Monte Carlo MCP tools. Runs root cause analysis, assesses blast radius, discovers available tools (MCP/CLI/API), proposes and executes fixes, or escalates with full context when uncertain.
    253 repo stars
55. ▌
    Newman Cicd Integration · lingxling

    Generate ready-to-use CI/CD pipeline configurations that install and run Newman for automated API testing. Use this skill whenever the user wants to run Newman in a CI pipeline, integrate Postman collections into automated builds, set up API tests in GitHub Actions, GitLab CI, Jenkins,...
    253 repo stars
56. ▌
    Spec Driven Development · lingxling

    Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea.
    253 repo stars
57. ▌
    Styleseed Design Review · lingxling

    Reviews UI/frontend code and tells you exactly why it "looks AI-generated" — then how to fix it. Use it when a React/Tailwind/HTML interface looks off, generic, or unfinished, when you want a design score before shipping, or when asked to make UI look more professional, polished, or...
    253 repo stars
58. ▌
    Clinical Decision Support · lingxling bundle

    Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
    253 repo stars
59. ▌
    Exploratory Data Analysis · lingxling bundle

    Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
    253 repo stars
60. ▌
    API And Interface Design · lingxling

    Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
    253 repo stars
61. ▌
    Azure Mgmt Botservice Py · lingxling

    Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.
    253 repo stars
62. ▌
    Azure Storage Queue Rust · lingxling

    Azure Queue Storage library for Rust. Send, receive, and manage queue messages. Triggers: "queue storage rust", "QueueClient rust", "send message rust", "receive messages rust", "QueueServiceClient rust", "queue rust".
    253 repo stars
63. ▌
    Cc Skill Security Review · lingxling

    This skill ensures all code follows security best practices and identifies potential vulnerabilities. Use when implementing authentication or authorization, handling user input or file uploads, or creating new API endpoints.
    253 repo stars
64. ▌
    Doubt Driven Development · lingxling

    Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident...
    253 repo stars
65. ▌
    Huggingface Local Models · lingxling bundle

    Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-compatible local serving.
    253 repo stars
66. ▌
    Huggingface Tool Builder · lingxling bundle

    Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or combining API calls or the task will be repeated/automated. This Skill creates a reusable script to fetch, enrich...
    253 repo stars
67. ▌
    Monte Carlo Asset Health · lingxling

    Check the health of a data table/asset using Monte Carlo. Activates on "how is table X", "check health of X", "is X healthy", "status of X", "check on X table", or any health/status question about a data asset.
    253 repo stars
68. ▌
    Performance Optimization · lingxling

    Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing.
    253 repo stars
69. ▌
    Browser Extension Builder · lingxling

    Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization strategies, and Chrome Web Store publishing.
    253 repo stars
70. ▌
    Cloud Penetration Testing · lingxling bundle

    Conduct comprehensive security assessments of cloud infrastructure across Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP).
    253 repo stars
71. ▌
    Cloudflare Security Audit · lingxling bundle

    Audit authorized codebases for exploitable vulnerabilities using scoped reconnaissance, adversarial review, validation, and structured reporting.
    253 repo stars
72. ▌
    Deprecation And Migration · lingxling

    Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.
    253 repo stars
73. ▌
    Fixing Motion Performance · lingxling

    Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS animation performance.
    253 repo stars
74. ▌
    Postman Newman Automation · lingxling

    Generate Newman CLI commands, configuration files, Jenkins pipeline scripts, and shell automation for running Postman collections in CI/CD or local environments. Use this skill whenever the user wants to run Postman collections from the command line, automate API tests, integrate...
    253 repo stars
75. ▌
    Postman Openapi Converter · lingxling

    Convert OpenAPI 3.x or Swagger 2.0 specs (YAML or JSON) into complete, import-ready Postman Collection v2.1 JSON files. Use this skill whenever the user provides or references an OpenAPI spec, Swagger file, openapi.yaml, swagger.json, or uses phrases like "convert my OpenAPI spec",...
    253 repo stars
76. ▌
    Resolving Merge Conflicts · lingxling

    Use when you need to resolve an in-progress git merge/rebase conflict.
    253 repo stars
77. ▌
    Source Driven Development · lingxling

    Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
    253 repo stars
78. ▌
    Applicationinsights Web TS · lingxling

    Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and browser-side GenAI agent traces correlated to backend...
    253 repo stars
79. ▌
    Developer Audience Context · lingxling bundle

    When the user wants to establish or update their developer audience context. Also use when starting any other developer marketing skill to ensure foundational context is loaded. Trigger phrases include "developer persona," "target developers," "who are our developers," "developer...
    253 repo stars
80. ▌
    Hugging Face Model Trainer · lingxling bundle

    Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs...
    253 repo stars
81. ▌
    Incremental Implementation · lingxling

    Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.
    253 repo stars
82. ▌
    Scientific Critical Thinking · lingxling bundle

    Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.
    253 repo stars
83. ▌
    API Security Best Practices · lingxling

    Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
    253 repo stars
84. ▌
    Git Workflow And Versioning · lingxling

    Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.
    253 repo stars
85. ▌
    Hugging Face Vision Trainer · lingxling bundle

    Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus any Transformers classifier), and SAM/SAM2 segmentation using Hugging Face Transformers on Hugging Face Jobs...
    253 repo stars
86. ▌
    Planning And Task Breakdown · lingxling

    Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.
    253 repo stars
87. ▌
    Review And Simplify Changes · lingxling

    Review a git diff or explicit file scope for reuse, code quality, efficiency, clarity, and standards issues, then optionally apply safe Codex-driven fixes. Use when the user asks to "simplify code", "review changed code", "check for code reuse", "review code quality", "review...
    253 repo stars
88. ▌
    Train Sentence Transformers · lingxling bundle

    Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder; dense or static embedding model; for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), `CrossEncoder` (reranker; pair scoring for two-stage retrieval / pair...
    253 repo stars
89. ▌
    Debugging And Error Recovery · lingxling

    Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.
    253 repo stars
90. ▌
    Hugging Face Community Evals · lingxling bundle

    Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware. Use for backend selection, local GPU evals, and choosing between vLLM / Transformers / accelerate. Not for HF Jobs orchestration, model-card PRs, .eval_results publication, or community-evals...
    253 repo stars
91. ▌
    Hugging Face Paper Publisher · lingxling bundle

    Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.
    253 repo stars
92. ▌
    Postman Collection Generator · lingxling

    Generate complete, import-ready Postman Collection v2.1 JSON files from natural language API descriptions or cURL commands. Use this skill whenever the user describes an API in plain English ("I have a REST API with these endpoints..."), pastes cURL commands, or asks to "create a...
    253 repo stars
93. ▌
    Privilege Escalation Methods · lingxling

    Provide comprehensive techniques for escalating privileges from a low-privileged user to root/administrator access on compromised Linux and Windows systems. Essential for penetration testing post-exploitation phase and red team operations.
    253 repo stars
94. ▌
    Code Showcase Core Components · lingxling

    Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
    253 repo stars
95. ▌
    Frontend Optimistic Mutations · lingxling

    A portable, framework-agnostic discipline for the write path of any React or React Native app using a query/cache layer. Codifies the optimistic-update lifecycle (cancel in-flight queries → snapshot every affected cache → patch instantly → roll back verbatim on error → invalidate on...
    253 repo stars
96. ▌
    Code Showcase Testing Patterns · lingxling

    Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
    253 repo stars
97. ▌
    Huggingface Lora Space Builder · lingxling bundle

    Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA. Use when someone asks to create, generate, ship, or publish a Space, demo, Gradio app, or playground for a LoRA — including LoRAs for Qwen-Image, Qwen-Image-Edit, LTX-Video, Wan, FLUX, SDXL, or other...
    253 repo stars
98. ▌
    Monte Carlo Analyze Root Cause · lingxling

    Investigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic investigation: alert lookup, lineage tracing, ETL checks, query analysis, and data profiling. Activates when a user asks about data issues, incidents, alerts, or...
    253 repo stars
99. ▌
    Monte Carlo Monitoring Advisor · lingxling

    Analyze data coverage, create monitors for warehouse tables and AI agents. Covers coverage gaps, use-case analysis, data monitor creation, and agent observability.
    253 repo stars
100. ▌
     Neon Postgres Egress Optimizer · lingxling

     Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes, "why is my Neon bill so high", "database costs jumped", SELECT * optimization, query...
     253 repo stars