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1. ▌
   Plotly · tools-only bundle

   Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.
   7 repo stars
2. ▌
   Imaging Data Commons · tools-only bundle

   Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.
   7 repo stars
3. ▌
   Deeptools · tools-only bundle

   NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
   7 repo stars
4. ▌
   Seaborn · tools-only bundle

   Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.
   7 repo stars
5. ▌
   Scikit Learn · tools-only bundle

   Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
   7 repo stars
6. ▌
   Anndata · tools-only bundle

   Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
   7 repo stars
7. ▌
   Pyopenms · tools-only bundle

   Complete 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.
   7 repo stars
8. ▌
   Transactions · tools-only bundle

   Monitor database transactions with real-time alerting for performance and...
   7 repo stars
9. ▌
   Practice Scout · tools-only bundle

   Gather modern best practices and pitfalls for the requested change.
   7 repo stars
10. ▌
    Tdd Developer · tools-only bundle

    Write failing tests and minimum implementations for TDD team
    7 repo stars
11. ▌
    Diagnose · tools-only bundle

    Interactive diagnostic agent that guides users through Azure resource health assessment, issue identification, and remediation planning. Uses approval-first execution for safety, analyzes single resources, and saves reports to agent-output/{project}/.
    7 repo stars
12. ▌
    Plan Reviewer · tools-only bundle

    Validate a plan before implementation. Use before exiting Plan mode. Pass the plan file path and any additional context files. Returns JSON with findings and score (must reach 9+ to proceed).
    7 repo stars
13. ▌
    Geepers Caddy · tools-only bundle

    Agent for ALL Caddy configuration changes, port allocation, and routing setup
    7 repo stars
14. ▌
    Geepers Flask · tools-only bundle

    Flask application specialist. Use when building, reviewing, or debugging Fl...
    7 repo stars
15. ▌
    Geepers Scout · tools-only bundle

    Agent for project reconnaissance, quick fixes, and generating improvement...
    7 repo stars
16. ▌
    Index Advisor · tools-only bundle

    Analyze query patterns and recommend optimal database indexes
    7 repo stars
17. ▌
    Branch Create · tools-only bundle

    Create feature branch with team naming convention
    7 repo stars
18. ▌
    Crypto Expert · tools-only bundle

    Cryptography and encryption specialist for secure data protection
    7 repo stars
19. ▌
    LLM Architect · tools-only bundle

    Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deployments. Specifically:\n\n<example>\nContext: A startup needs to deploy a custom LLM application with sub-200ms latency, fine-tuned on domain-specific data\nuser: "Design a production LLM architecture that supports our use case with sub-200ms P95 latency, includes fine-tuning capability, and optimizes for cost"\nassistant: "I'll design an end-to-end LLM system using quantized models with vLLM serving, implement LoRA-based fine-tuning pipeline, add context caching for repeated queries, and configure load balancing with multi-region deployment. Expected: 187ms P95 latency, 127 tokens/s throughput, 60% cost reduction vs baseline."\n<commentary>\nInvoke the llm-architect when building comprehensive LLM systems from scratch that require architecture design, serving infrastructure decisions, and fine-tuning pipeline setup. This differentiates from pro
    7 repo stars
20. ▌
    Elixir Expert · tools-only bundle

    Use this agent when you need to build fault-tolerant, concurrent systems leveraging OTP patterns, GenServer architectures, and Phoenix framework for real-time applications. Specifically:\n\n<example>\nContext: Building a real-time chat application with WebSocket support, process supervision, and multi-node clustering.\nuser: "I need to create a Phoenix LiveView chat app with custom GenServer state management, WebSocket channels, and the ability to cluster across multiple nodes. What's the best approach?"\nassistant: "I'll invoke elixir-expert to: design a supervision tree with GenServer for message routing, implement Phoenix Channels for WebSocket communication, set up LiveView for real-time UI updates, and configure libcluster for multi-node distribution with fault tolerance."\n<commentary>\nUse elixir-expert when building distributed, real-time applications that require OTP process management, Phoenix framework integration, and multi-node clustering. This agent specializes in designing supervision trees, im
    7 repo stars
21. ▌
    Prd Architect · tools-only bundle

    Use this agent when you need to create, update, or refine a Product Requirements Document (PRD) for use with Task Master. This includes developing new PRDs, enhancing existing documents, and capturing significant architectural decisions.
    7 repo stars
22. ▌
    Bash Reviewer · tools-only bundle

    Expert Bash/Shell script reviewer specializing in quoting correctness, POSIX compliance, security, and robustness patterns
    7 repo stars
23. ▌
    Issue Manager · tools-only bundle

    Finds or creates GitHub issues for program implementations
    7 repo stars
24. ▌
    Loop Executor · tools-only bundle

    Implement tasks from the plan. Evaluate-Loop Step 3.
    7 repo stars
25. ▌
    Debug Commit Searcher · tools-only bundle

    Searches git history for commits that introduced or fixed a bug
    7 repo stars
26. ▌
    Adapter Expert · tools-only bundle

    Adapter Layer 전문가. CommandAdapter(persist만, JpaRepository 1:1), QueryAdapter(4개 메서드, QueryDslRepository 1:1), AdminQueryAdapter(Join 허용, DTO Projection), LockQueryAdapter(6개 Lock 메서드). 필드 2개만(Repository + Mapper). @Component 필수. @Transactional 절대 금지.
    7 repo stars
27. ▌
    Add Domain Entity · tools-only bundle

    Create domain layer components: models, repository interfaces, marshallers, and implementations. Use when: (1) adding domain model in internal/domain/model/, (2) creating repository interface in internal/domain/repository/, (3) implementing repository with marshaller in internal/infrastructure/{db}/. This is Step 2 of CRUD workflow (after add-database-table, before add-api-endpoint).
    7 repo stars
28. ▌
    Parquet Files · tools-only bundle

    This describes how to create Parquet files in C#, including updating and multi threaded creation
    7 repo stars
29. ▌
    Database Optimizer · tools-only bundle

    Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configuration tuning, partitioning strategies, lock contention resolution.
    7 repo stars
30. ▌
    Ra Aid · tools-only bundle

    RA.Aid (pronounced "raid") is a standalone autonomous software development assistant built on LangGraph's agent-based task execution framework. It implements a three-stage architecture (Research,...
    7 repo stars
31. ▌
    Compliance Tracker · tools-only bundle

    Track regulatory compliance for construction projects. Monitor permits, certifications, inspections, and regulatory requirements with automated alerts and reporting.
    7 repo stars
32. ▌
    Azure Mgmt Fabric Py · tools-only bundle

    Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity".
    7 repo stars
33. ▌
    Bio Flow Cytometry Cytometry Qc · tools-only bundle

    Comprehensive quality control for flow cytometry and CyTOF data. Covers flow rate stability, signal drift, margin events, dead cell exclusion, and batch QC. Use when assessing acquisition quality or identifying problematic samples before analysis.
    7 repo stars
34. ▌
    Logistics Exception Management · tools-only bundle

    Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviours, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.
    7 repo stars
35. ▌
    Gamma Core Workflow A · tools-only bundle

    Implement core Gamma workflow for AI presentation generation. Use when creating presentations from prompts, documents, or structured content with AI assistance. Trigger with phrases like "gamma generate presentation", "gamma AI slides", "gamma from prompt", "gamma content to slides", "gamma automation".
    7 repo stars
36. ▌
    Dspy Simba Optimizer · tools-only bundle

    This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents with custom feedback", mentions "SIMBA optimizer", "mini-batch optimization", "statistical optimization", "lightweight optimizer", or needs an alternative to MIPROv2/GEPA for programs with rich feedback signals.
    7 repo stars
37. ▌
    Juicebox Core Workflow A · tools-only bundle

    Execute Juicebox people search workflow. Use when building candidate sourcing pipelines, searching for professionals, or implementing talent discovery features. Trigger with phrases like "juicebox people search", "find candidates juicebox", "juicebox talent search", "search professionals juicebox".
    7 repo stars
38. ▌
    Databricks Migration Deep Dive · tools-only bundle

    Execute comprehensive platform migrations to Databricks from legacy systems. Use when migrating from on-premises Hadoop, other cloud platforms, or legacy data warehouses to Databricks. Trigger with phrases like "migrate to databricks", "hadoop migration", "snowflake to databricks", "legacy migration", "data warehouse migration".
    7 repo stars
39. ▌
    CD Pipeline Generator · tools-only bundle

    Generate GitHub Actions deployment workflows for automated deployment to staging and production environments on cloud platforms (AWS, GCP, Azure). Use when setting up continuous deployment pipelines, creating deployment automation, or configuring multi-environment deployment strategies. Includes templates for environment-specific deployments with approval gates, secrets management, and rollback capabilities.
    7 repo stars
40. ▌
    Integrating Secrets Managers · tools-only bundle

    Manage this skill enables AI assistant to seamlessly integrate with various secrets managers like hashicorp vault and aws secrets manager. it generates configurations and setup code, ensuring best practices for secure credential management. use this skill when... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
    7 repo stars
41. ▌
    Posthog CI Integration · tools-only bundle

    Configure PostHog CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating PostHog tests into your build process. Trigger with phrases like "posthog CI", "posthog GitHub Actions", "posthog automated tests", "CI posthog".
    7 repo stars
42. ▌
    Compile Compcert · tools-only bundle

    Guide for building CompCert, the formally verified C compiler, from source. This skill should be used when compiling, building, or installing CompCert, or when working with Coq-based software that has strict dependency version requirements. Covers OCaml/opam setup, Coq version compatibility, memory management, and common build pitfalls.
    7 repo stars
43. ▌
    Recall Conversations · tools-only bundle

    This skill should be used when the user asks to recall, search, or continue past conversations. Triggers on "what did we discuss", "continue where we left off", "remember when", "as I mentioned", "you suggested", "we decided", "search my conversations", "find the conversation where", "what did we work on". Also triggers on implicit signals like past-tense references ("the bug we fixed"), possessives without context ("my project"), or assumptive questions ("do you remember").
    7 repo stars
44. ▌
    Lokalise CI Integration · tools-only bundle

    Configure Lokalise CI/CD integration with GitHub Actions and automated sync. Use when setting up automated translation sync, configuring CI pipelines, or integrating Lokalise into your build process. Trigger with phrases like "lokalise CI", "lokalise GitHub Actions", "lokalise automated sync", "CI lokalise", "lokalise pipeline".
    7 repo stars
45. ▌
    Finishing A Development Branch · tools-only bundle

    Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
    7 repo stars
46. ▌
    Instantly CI Integration · tools-only bundle

    Configure Instantly CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Instantly tests into your build process. Trigger with phrases like "instantly CI", "instantly GitHub Actions", "instantly automated tests", "CI instantly".
    7 repo stars
47. ▌
    M365 Admin · tools-only bundle

    Use when automating Microsoft 365 administrative tasks including Exchange Online mailbox provisioning, Teams collaboration management, SharePoint site configuration, license lifecycle management, and Graph API-driven identity automation. Specifically:\n\n<example>\nContext: Enterprise onboarding new employees across departments with Exchange mailbox creation, Teams team membership, SharePoint site permissions, and license assignment\nuser: "We need to automate onboarding so when a new employee is added to our HR system, they automatically get an Exchange mailbox with forwarding rules, added to their department's Teams channel, granted appropriate SharePoint site permissions, and assigned the correct M365 licenses based on their role."\nassistant: "I'll create a comprehensive onboarding automation workflow: Connect to Exchange Online to provision mailbox with specific retention/forwarding settings, use Microsoft Graph to create/manage Teams membership and channel assignments, configure SharePoint site access w
    7 repo stars
48. ▌
    Fnd R Sizing Markets · tools-only bundle

    Calculates TAM/SAM/SOM and assesses market timing. Use when sizing markets, estimating addressable opportunity, analyzing market timing, or validating opportunity scale.
    7 repo stars
49. ▌
    Payment Integration · tools-only bundle

    Integrate payments with SePay (VietQR), Polar, Stripe, Paddle (MoR subscriptions), Creem.io (licensing). Checkout, webhooks, subscriptions, QR codes, multi-provider orders.
    7 repo stars
50. ▌
    Make Builder · tools-only bundle

    Design Make.com scenarios with AI assistance
    7 repo stars
51. ▌
    Distribution · tools-only bundle

    Automatically publish and distribute content across YouTube, TikTok, Twitter, LinkedIn, and blog platforms with platform-specific optimization
    7 repo stars
52. ▌
    Teleprompter · tools-only bundle

    Convert video scripts to teleprompter format with auto-scroll, timing marks,...
    7 repo stars
53. ▌
    Video Editor · tools-only bundle

    AI-assisted video editing via DaVinci Resolve API with automatic cuts, color...
    7 repo stars
54. ▌
    Plugin Guide · tools-only bundle

    GSAP plugin compatibility and usage patterns within Remotion
    7 repo stars
55. ▌
    Orchestrator · tools-only bundle

    Master coordinator for complex multi-step tasks. Use PROACTIVELY when a task involves 2+ modules, requires delegation to specialists, needs architectural planning, or involves GitHub PR workflows. MUST BE USED for open-ended requests like "improve", "enhance", "build", "scale", "refactor", "add feature", "system design", "architecture", "complex task", or when implementing features from GitHub issues.
    7 repo stars
56. ▌
    Ml LLM As Judge · tools-only bundle

    Comprehensive guide to LLM-as-judge evaluation patterns including Prometheus 2 models, G-Eval framework, pairwise/pointwise/reference-guided methods, bias mitigation, and uncertainty quantification
    7 repo stars
57. ▌
    Adr Generator · tools-only bundle

    Expert agent for creating comprehensive Architectural Decision Records (ADRs) with structured formatting optimized for AI consumption and human readability.
    7 repo stars
58. ▌
    Todo Signin UI · tools-only bundle

    Generate a premium, black-background, pink glassmorphic sign-in experience for a todo app with a distinct page layout, strong hierarchy, and refined UX flow. Styling must exactly match the signup skill.
    7 repo stars
59. ▌
    Geepers Links · tools-only bundle

    Agent for link validation, broken link detection, URL enrichment, and res...
    7 repo stars
60. ▌
    As Built · tools-only bundle

    Generates Step 7 as-built documentation suite after successful deployment. Reads all prior artifacts (Steps 1-6) and deployed resource state to produce comprehensive workload documentation: design document, operations runbook, cost estimate, compliance matrix, backup/DR plan, resource inventory, and documentation index.
    7 repo stars
61. ▌
    Bicep Plan · tools-only bundle

    Expert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
    7 repo stars
62. ▌
    Media Processing · tools-only bundle

    Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick (image manipulation, format conversion, batch processing, effects, composition). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs.
    7 repo stars
63. ▌
    Microsim Matcher · tools-only bundle

    This skill analyzes diagram, chart, or simulation specifications and returns a ranked list of the most suitable MicroSim generator skills to use. It compares the specification against capabilities of all available microsim generators (p5.js, ChartJS, Plotly, Mermaid, vis-network, timeline, map, Venn, bubble) and provides match scores (0-100) with detailed reasoning for each recommendation. Use this skill when a user has a diagram specification and needs guidance on which MicroSim generator skill to use.
    7 repo stars
64. ▌
    Data Researcher · tools-only bundle

    Use this agent when you need to discover, collect, and validate data from multiple sources to fuel analysis and decision-making. Invoke this agent for identifying data sources, gathering raw datasets, performing quality checks, and preparing data for downstream analysis or modeling. Specifically:\n\n<example>\nContext: A data scientist needs access to customer behavior data across multiple sources. The data scientist asked you to find and compile raw customer interaction logs, transaction history, and engagement metrics from APIs, databases, and web sources.\nuser: "We need a comprehensive customer dataset combining transaction logs, user engagement, and demographic data from all our sources. Can you find, collect, and validate this data?"\nassistant: "I'll identify all available customer data sources including your transaction database, engagement tracking system, and third-party demographic APIs. I'll collect raw data from each source, validate completeness and accuracy, check for duplicates and inconsisten
    7 repo stars
65. ▌
    Error Detective · tools-only bundle

    Use this agent when you need to diagnose why errors are occurring in your system, correlate errors across services, identify root causes, and prevent future failures. Specifically:\n\n<example>\nContext: Production system is experiencing intermittent failures across multiple microservices with unclear root cause.\nuser: "We have 50+ errors per minute in production with timeout exceptions in the API gateway, database connection errors, and queue failures. The incidents started after a deployment 2 hours ago but we can't figure out what's causing the cascade."\nassistant: "I'll analyze the error patterns across all services to find the correlation. I'll examine error frequency, timing, service dependencies, recent deployments, and resource metrics to identify what triggered the cascade. Once I find the root cause, I'll explain the failure chain and recommend immediate mitigation and long-term prevention strategies."\n<commentary>\nInvoke error-detective when production is experiencing failures and you need syst
    7 repo stars
66. ▌
    Context Manager · tools-only bundle

    Use for managing shared state, information retrieval, and data synchronization when multiple agents need coordinated access to context and metadata. Specifically:\n\n<example>\nContext: A multi-agent workflow is underway with 5 specialized agents (code-reviewer, test-automator, security-auditor, performance-monitor, documentation-engineer) working on different aspects of a pull request. Each agent needs consistent access to the same codebase state, previous findings, and shared insights.\nuser: "We're coordinating 5 agents on a complex pull request review. Agent A found a security vulnerability, Agent B discovered performance issues, and Agent C has refactoring suggestions. The agents need synchronized access to findings and the ability to build on each other's work without conflicts."\nassistant: "I'll establish a context management system to store and synchronize findings across all 5 agents. This includes: (1) Shared context storage for code state and test results with versioning to track changes, (2) Fast
    7 repo stars
67. ▌
    Build Auth System · tools-only bundle

    Build comprehensive API authentication and authorization system
    7 repo stars
68. ▌
    Generate API Docs · tools-only bundle

    Generate comprehensive OpenAPI/Swagger documentation from existing APIs
    7 repo stars
69. ▌
    Mcpjam Inspector Local Development And Testing Tool For MCP · tools-only bundle

    MCPJam Inspector is a comprehensive local development and testing tool for MCP servers, ChatGPT apps, and MCP Apps (ext-apps/SEP-1865). It provides a full widget emulator for ChatGPT and Claude app...
    7 repo stars
70. ▌
    Next JS Developer · tools-only bundle

    Expert Next.js development assistant with 10+ years experience. Automatically audits, generates, and fixes Next.js applications using latest versions (Next.js 14+, React 19+, Tailwind CSS 3+). Use when working with Next.js projects for code generation, security audits, performance optimization, component creation, authentication implementation, or comprehensive project analysis. Handles Server/Client components, API routes, middleware, and ensures production-ready, secure code.
    7 repo stars
71. ▌
    Nextjs Developer · tools-only bundle

    Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke for full-stack features, performance optimization, SEO implementation, production deployment.
    7 repo stars
72. ▌
    Code Roaster · tools-only bundle

    🔥 用 Gordon Ramsay 风格毒舌吐槽代码质量，生成搞笑且实用的代码审查报告
    7 repo stars
73. ▌
    Mapping Codebases · tools-only bundle

    Generate navigable code maps for unfamiliar codebases. Extracts exports/imports via AST (tree-sitter) to create _MAP.md files per directory showing classes, functions, methods with signatures and line numbers. Use when exploring repositories, understanding project structure, analyzing unfamiliar code, or before modifications. Triggers on "map this codebase", "explore repo", "understand structure", "what does this project contain", or when starting work on an unfamiliar repository.
    7 repo stars
74. ▌
    Prompt Engineer · tools-only bundle

    Use when designing prompts for LLMs, optimizing model performance, building evaluation frameworks, or implementing advanced prompting techniques like chain-of-thought, few-shot learning, or structured outputs.
    7 repo stars
75. ▌
    Add Dependency · tools-only bundle

    Add a dependency to a Lean project's lakefile. Use when adding requires, dependencies, or imports to a project.
    7 repo stars
76. ▌
    Concept Classifier · tools-only bundle

    Create an interactive classification quiz MicroSim using p5.js where students read scenarios and classify them into the correct category from multiple choice options. Uses a data.json file for easy question editing. Ideal for teaching students to recognize patterns, identify types, or categorize examples across any subject domain.
    7 repo stars
77. ▌
    Microsim Add Icons · tools-only bundle

    Add clickable Creative Commons license and fullscreen icons to an existing MicroSim's control region. Use this skill when enhancing a MicroSim with navigation icons in the lower right corner. Adds approximately 40 lines of code for icon functionality.
    7 repo stars
78. ▌
    Making Waffles · tools-only bundle

    Generates WAFFLES Declarations for social media posts — preemptive lists of what a post does NOT say. Use when users mention WAFFLES, ask for clarifications on their post, want to prevent misinterpretation, or request disclaimers for controversial/nuanced takes.
    7 repo stars
79. ▌
    Maven To Gradle · tools-only bundle

    Migrate Maven projects to Gradle Kotlin DSL (KTS) with version catalogs (libs.versions.toml). Handles single-module and multi-module projects, Spring Boot parent POM conversion, Maven profile equivalents, and plugin mapping. Use when the user wants to convert a Maven project (pom.xml) to Gradle, migrate from Maven to Gradle, generate build.gradle.kts from pom.xml, set up version catalogs, or convert Maven multi-module projects to Gradle conventions. Also triggered by requests to "switch to Gradle", "convert my build", or "modernize my build system". Supports dual-build overlay mode where Gradle is added alongside Maven without removing it — triggered by "add Gradle to my Maven project", "run both Maven and Gradle", "dual build", or "keep both build systems".
    7 repo stars
80. ▌
    1k Coding Patterns · tools-only bundle

    Coding patterns and best practices for OneKey development. Use when writing React components, handling promises, error handling, or following code conventions. Triggers on react, component, hooks, promise, async, await, error, pattern, convention, typescript.
    7 repo stars
81. ▌
    Moving Rainbow · tools-only bundle

    Generate MicroPython programs for the Moving Rainbow LED strip educational project using Raspberry Pi Pico with NeoPixel strips and button controls.
    7 repo stars
82. ▌
    Celebration Animation Generator · tools-only bundle

    This skill generates self-contained p5.js celebration animations for educational MicroSims. Use this skill when users request creating new celebration animations, particle effects, reward animations, or visual feedback for student achievements. The skill creates a new animation JavaScript file in /docs/sims/shared/animations/ and integrates it with the animation-lib-tester MicroSim for testing.
    7 repo stars
83. ▌
    Web Testing · tools-only bundle

    Web testing with Playwright, Vitest, k6. E2E/unit/integration/load/security/visual/a11y testing. Use for test automation, flakiness, Core Web Vitals, mobile gestures, cross-browser.
    7 repo stars
84. ▌
    Afferent Reactive Universe Levels · tools-only bundle

    Fix universe level mismatch errors when defining Lean 4 structures containing Reactive.Event or Reactive.Dynamic types in Afferent/Canopy widgets. Use when: (1) compiler error "Type 1 of sort Type 2 but expected Type of sort Type 1", (2) WidgetM won't accept your result structure, (3) structure contains Reactive.Event Spider or Reactive.Dynamic Spider fields. The fix is to place `open Reactive Reactive.Host` BEFORE structure definitions.
    7 repo stars
85. ▌
    1k Date Formatting · tools-only bundle

    Guides proper date and time formatting in OneKey app. Use when displaying dates/times in UI, formatting timestamps, or when dates need to follow app locale settings. Date, time, locale, formatDate, dateUtils.
    7 repo stars
86. ▌
    Comparison Table Generator · tools-only bundle

    This skill generates interactive comparison table MicroSims for educational content. Use this skill when users need to create side-by-side comparisons of items with star ratings (1-5 scale), difficulty badges (Easy/Medium/Hard), logos, hover tooltips, and description columns. The skill creates a complete MicroSim package with HTML, CSS, logos directory, index.md documentation, and metadata.json, then updates mkdocs.yml navigation.
    7 repo stars
87. ▌
    Adding Animations · tools-only bundle

    Add micro-interactions and animations using Framer Motion. Use when user asks about animations, transitions, hover effects, or motion design. MANDATORY for every component.
    7 repo stars
88. ▌
    Web Frontend · tools-only bundle

    Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
    7 repo stars
89. ▌
    Playwright Expert · tools-only bundle

    Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests. Invoke for browser automation, E2E tests, Page Object Model, test flakiness, visual testing.
    7 repo stars
90. ▌
    Discover Codebase Enhancements · tools-only bundle

    Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer, end-user, and agent jobs-to-be-done.
    7 repo stars
91. ▌
    Controlplan · tools-only bundle

    Generate AIAG-format Control Plans linked to PFMEAs with proper inspection methods, frequencies, and reaction plans. Supports Prototype/Pre-launch/Production phases. USE WHEN user says 'control plan', 'CP', 'inspection plan', 'process control', 'sampling frequency', 'reaction plan', or 'special characteristics'. Integrates with PFMEA, AutomotiveManufacturing, and MSA skills.
    7 repo stars
92. ▌
    Refactor For Determinism · tools-only bundle

    Design or refactor skills by separating deterministic and non-deterministic steps. Use when creating or improving skills, especially to move repeatable workflows into scripts/ and update SKILL.md to call them.
    7 repo stars
93. ▌
    Analyzer · tools-only bundle

    Comprehensive codebase analysis methodology for existing projects. Use when onboarding to a new codebase, doing periodic health checks, or before refactoring.
    7 repo stars
94. ▌
    Orchestrating Agents · tools-only bundle

    Orchestrates parallel API instances, delegated sub-tasks, and multi-agent workflows with streaming and tool-enabled delegation patterns. Use for parallel analysis, multi-perspective reviews, or complex task decomposition.
    7 repo stars
95. ▌
    Clean · tools-only bundle

    Remove old sprint directories with safety checks and archiving options
    7 repo stars
96. ▌
    Tornado · tools-only bundle

    Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed (acquired by Facebook in 2009). By using non-blocking network I/O, Tornado can scale to tens...
    7 repo stars
97. ▌
    Compact · tools-only bundle

    Compact current session memory into structured text for session recovery, extracting objective/plan/files/decisions/constraints/state, and save via MCP core_memory tool
    7 repo stars
98. ▌
    HTML Table Generator · tools-only bundle

    This skill generates interactive HTML table MicroSims with clickable cells that reveal detailed information in a sliding panel. Use this skill for matrix comparisons, framework analyses, or any tabular data where cells contain summary values but need expandable explanations. Creates a complete MicroSim package with separated HTML, CSS, JavaScript, and JSON data files.
    7 repo stars
99. ▌
    Find Arbitrage · tools-only bundle

    Find arbitrage opportunities across CEX/DEX with real-time detection
    7 repo stars
100. ▌
     Optimize Yield · tools-only bundle

     Find and optimize DeFi yield farming opportunities across multiple protocols
     7 repo stars