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总 Skills
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# Skill 仓库 描述 安装量
5451 migrate-to-msk aws/agent-toolkit-for-aws
Migrating to MSK Express Overview This skill helps customers migrate self-managed Apache Kafka workloads to Amazon MSK Express. It provides three phases — Discovery , Assessment , and an optional Simulation — that can be run end-to-end or individually depending on the customer's needs. Scope This skill covers migrations from self-managed Apache Kafka (on-premises, EC2, Docker, Kubernetes, or other non-MSK deployments) to MSK Express. Migrations from MSK Standard (Provisioned) to MSK Express are ...
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5452 appmigrationkit dpearson2699/swift-ios-skills
AppMigrationKit One-time cross-platform data transfer for app resources. Enables apps to export data from one platform (e.g., Android) and import it on iOS during device setup or onboarding. iOS 26+ / iPadOS 26+ / Swift 6.3. Beta-sensitive. AppMigrationKit is new in iOS 26 and may change before GM. Re-check current Apple documentation before relying on specific API details. AppMigrationKit uses an app extension model. The system orchestrates the transfer between devices. The app provides an exte...
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5453 sensorkit dpearson2699/swift-ios-skills
SensorKit Collect research-grade sensor data from iOS and watchOS devices for approved research studies. SensorKit provides access to ambient light, motion, device usage, keyboard metrics, visits, phone/messaging usage, speech metrics, face metrics, wrist temperature, heart rate, ECG, and PPG data. Targets Swift 6.3 / iOS 26+. SensorKit is restricted to Apple-approved research studies. Apps must submit a research proposal to Apple and receive the com.apple.developer.sensorkit.reader.allow entitl...
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5454 relevancekit dpearson2699/swift-ios-skills
RelevanceKit Provide on-device contextual clues that increase a widget's visibility in the Smart Stack on Apple Watch. RelevanceKit tells the system when a widget is relevant -- by time, location, fitness state, sleep schedule, or connected hardware -- so the Smart Stack can surface the right widget at the right moment. Targets Swift 6.3 / watchOS 26+. Beta-sensitive. RelevanceKit shipped with watchOS 26. Re-check Apple documentation before making strong claims about API availability or behavior...
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5455 design-md nexu-io/open-design
Stitch DESIGN.md Skill You are an expert Design Systems Lead. Your goal is to analyze the provided technical assets and synthesize a "Semantic Design System" into a file named DESIGN.md . Overview This skill helps you create DESIGN.md files that serve as the "source of truth" for prompting Stitch to generate new screens that align perfectly with existing design language. Stitch interprets design through "Visual Descriptions" supported by specific color values. Prerequisites Access to the Stitch ...
 2.4K
5456 unit-test-service-layer giuseppe-trisciuoglio/developer-kit
Unit Testing Service Layer with Mockito Overview This skill provides patterns for unit testing @Service classes using Mockito. It covers mocking all injected dependencies, verifying business logic, testing complex workflows, argument capturing, verification patterns, and testing async/reactive services without starting the Spring container. When to Use Use this skill when: Testing business logic in @Service classes Mocking repository and external client dependencies Verifying service interaction...
 2.4K
5457 spring-boot-cache giuseppe-trisciuoglio/developer-kit
Spring Boot Cache Abstraction Overview Spring Boot ships with a cache abstraction that wraps expensive service calls behind annotation-driven caches. This abstraction supports multiple cache providers (ConcurrentMap, Caffeine, Redis, Ehcache, JCache) without changing business code. The skill provides a concise workflow for enabling caching, managing cache lifecycles, and validating behavior in Spring Boot 3.5+ services. When to Use Add @Cacheable , @CachePut , or @CacheEvict to Spring Boot servi...
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5458 uv astral-sh/claude-code-plugins
uv uv is an extremely fast Python package and project manager. It replaces pip, pip-tools, pipx, pyenv, virtualenv, poetry, etc. When to use uv Always use uv for Python work , especially if you see: The uv.lock file uv headers in requirements* files, e.g., "This file was autogenerated by uv" Don't use uv in projects managed by other tools: Poetry projects (identifiable by poetry.lock file) PDM projects (identifiable by pdm.lock file) Choosing the right workflow Scripts Use when: Running single P...
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5459 redis-core redis/agent-skills
Redis Core Foundational guidance for modeling data in Redis. Covers data-type selection and key-name conventions — the two decisions that most directly drive memory, performance, and maintainability. When to apply Caching objects, sessions, or per-user state. Counters, leaderboards, recent-items lists, unique-membership sets. Reviewing or refactoring Redis key names. Deciding between a Redis Hash and a JSON document for an entity. 1. Choose the right data structure Pick the type that matches the...
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5460 game-feel gamedev-skills/awesome-gamedev-agent-skills
Game feel (juice) The difference between a mechanic that works and one that feels good is feedback: the layered, slightly-exaggerated response an action provokes. This skill covers the engine- neutral techniques — screen shake, hit-stop, easing, squash & stretch, knockback, and stacked feedback — and tells you how to apply them without burying the underlying simulation. It adds polish on top of an existing mechanic; it does not implement the mechanic. When to use Use when an action (hit, jump, d...
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5461 browserenginekit dpearson2699/swift-ios-skills
BrowserEngineKit Framework for building web browsers with alternative (non-WebKit) rendering engines on iOS and iPadOS. Provides process isolation, XPC communication, capability management, and system integration for browser apps that implement their own HTML/CSS/JavaScript engine. Targets Swift 6.3 / iOS 26+. BrowserEngineKit is a specialized framework. Alternative browser engines are currently supported for distribution in the EU. Japan requires Memory Integrity Enforcement (MIE) for alternati...
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5462 infra-clickhouse clickhouse/agent-skills
ClickHouse with clickhousectl clickhousectl manages ClickHouse in two environments: Local — ClickHouse installed and running on the user's machine, for development. Cloud — managed ClickHouse Cloud services, for production: fully managed, automatic scaling, backups, and upgrades. This file routes to the right reference. The step-by-step workflows live in ref/local.md and ref/cloud.md — read the one that matches the user's situation before running commands. Which reference to use The user wants t...
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5463 spring-ai-mcp-server-patterns giuseppe-trisciuoglio/developer-kit
Spring AI MCP Server Implementation Patterns Implement Model Context Protocol (MCP) servers with Spring AI to extend AI capabilities with standardized tools, resources, and prompt templates using Spring's native AI abstractions. Overview The Model Context Protocol (MCP) is a standardized protocol for connecting AI applications to external data sources and tools. Spring AI provides native support for building MCP servers that expose Spring components as callable tools, resources, and prompt templ...
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5464 spring-boot-resilience4j giuseppe-trisciuoglio/developer-kit
Spring Boot Resilience4j Patterns Overview Resilience4j is a lightweight fault tolerance library designed for Java 8+ and functional programming. It provides patterns for handling failures in distributed systems including circuit breakers, rate limiters, retry mechanisms, bulkheads, and time limiters. This skill demonstrates how to integrate Resilience4j with Spring Boot 3.x to build resilient microservices that can gracefully handle external service failures and prevent cascading failures acros...
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5465 connect-recommend stripe/ai
Connect Recommend Recommend the right Stripe Connect integration shape. The user should only need to provide a company URL or describe their business — the skill figures out the rest. Interaction Model AskUserQuestion is the primary interaction tool. Every decision point in this skill MUST use AskUserQuestion with clear, numbered options and short descriptions. One question at a time — never overwhelm the user. Auto-act on low-cost actions. Never ask permission for: Generating the markdown recom...
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5466 unit-test-wiremock-rest-api giuseppe-trisciuoglio/developer-kit
Unit Testing REST APIs with WireMock Overview This skill provides comprehensive patterns for unit testing external REST API integrations using WireMock. It covers stubbing HTTP responses, verifying requests, testing error scenarios (4xx/5xx responses), and ensuring fast, reliable tests without real network dependencies. When to Use Use this skill when: Testing services that call external REST APIs Need to stub HTTP responses for predictable test behavior Want to test error scenarios (timeouts, 5...
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5467 spring-boot-event-driven-patterns giuseppe-trisciuoglio/developer-kit
Spring Boot Event-Driven Patterns Overview Implement Event-Driven Architecture (EDA) patterns in Spring Boot 3.x using domain events, ApplicationEventPublisher, @TransactionalEventListener, and distributed messaging with Kafka and Spring Cloud Stream. When to Use This Skill Use this skill when building applications that require: Loose coupling between microservices through event-based communication Domain event publishing from aggregate roots in DDD architectures Transactional event listeners en...
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5468 competitive-report-structure affaan-m/ecc
Competitive Report Structure Use this skill to assemble scored competitor cards into a decision-grade report. The report must answer three questions for the client: who do we compete with, how do we compete, and where is our defensible white-space? Every section earns its place by moving toward those answers — cut anything that doesn't. When to Activate All competitor profile cards from benchmark-methodology are complete and ready to assemble. Need to present competitive findings to a founder, l...
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5469 content-marketing refoundai/lenny-skills
Content Marketing Help the user build effective content marketing using frameworks from 23 product leaders who have built content engines at companies like Notion, First Round, and The Pragmatic Engineer. How to Help When the user asks for help with content marketing: Identify the goal - Determine if content is for SEO, brand building, lead generation, or thought leadership Find content-market fit - Help them identify the specific anxieties or needs their content will solve Choose the right form...
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5470 spring-boot-actuator giuseppe-trisciuoglio/developer-kit
Spring Boot Actuator Skill Overview Deliver production-ready observability for Spring Boot services using Actuator endpoints, probes, and Micrometer integration. Standardize health, metrics, and diagnostics configuration while delegating deep reference material to references/ . Support platform requirements for secure operations, SLO reporting, and incident diagnostics. When to Use Trigger: "enable actuator endpoints" – Bootstrap Actuator for a new or existing Spring Boot service. Trigger: "secu...
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5471 wayfinder vinvcn/mattpocock-skills-zh-cn
A loose idea has arrived — too big for one agent session, and wrapped in fog: the route from here to a plan isn't visible yet. This skill charts it: stand up a map, then work its tickets one at a time until the way to the goal is clear. The map is domain-agnostic — engineering work, course content, whatever fits the shape. The Map The map is a single compact Markdown file, one per wayfinding effort, git-tracked alongside the project. It is the canonical artifact — the whole map is loaded as cont...
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5472 nestjs-best-practices giuseppe-trisciuoglio/developer-kit
NestJS Best Practices Comprehensive best practices guide for NestJS applications. Contains 40 rules across 10 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new NestJS modules, controllers, or services Implementing authentication and authorization Reviewing code for architecture and security issues Refactoring existing NestJS codebases Optimizing performance or database queries Building microservice...
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5473 dms-schema-conversion aws/agent-toolkit-for-aws
DMS Schema Conversion Overview This skill handles the full DMS Schema Conversion lifecycle — from first-time setup to running conversions on an existing project. Execute commands using available tools from the AWS MCP server when connected — it provides sandboxed execution, audit logging, and observability. When the MCP server is not available, fall back to the AWS CLI or shell as needed. Key documentation: Selection rules in DMS Schema Conversion — scoping operations to specific objects Transfo...
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5474 rds-oss aws/agent-toolkit-for-aws
RDS OSS Advisor (MySQL, MariaDB, PostgreSQL) Overview Advisor for Amazon RDS on the open-source engines — MySQL , MariaDB , and PostgreSQL . Five decision areas: Instance creation — provision production-ready instances with best-practice defaults (latest version, Multi-AZ, encryption, Performance Insights, Secrets Manager password management) Upgrade planning — identify instance, enumerate targets, run live prechecks, flag plan regressions, surface pre/post checklists Commitment pricing — estima...
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5475 onboarding anthropics/knowledge-work-plugins
Onboarding CRO You are an expert in user onboarding and activation. Your goal is to help users reach their "aha moment" as quickly as possible and establish habits that lead to long-term retention. Initial Assessment Check for product marketing context first: If .agents/product-marketing.md exists (or .claude/product-marketing.md , or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already cove...
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5476 muapi-logo-creator samuraigpt/generative-media-skills
🖼️ Logo Creator Skill A specialized skill for AI Agents to engineer professional-grade brand identities. The Logo Creator skill translates brand vision into minimalist, scalable, and iconic vector-style marks. Core Competencies Geometric Primitive Construction : Using basic shapes (circles, squares, triangles) to create memorable icons. Negative Space Manipulation : Integrating secondary meanings through the strategic use of empty space. Symbolic Abstraction : Reducing complex brand concepts int...
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5477 spring-boot-dependency-injection giuseppe-trisciuoglio/developer-kit
Spring Boot Dependency Injection This skill captures the dependency injection approach promoted in this repository: constructor-first design, explicit optional collaborators, and deterministic configuration that keeps services testable and framework-agnostic. Overview Prioritize constructor injection to keep dependencies explicit, immutable, and mockable. Treat optional collaborators through guarded setters or providers while documenting defaults. Resolve bean ambiguity intentionally through qua...
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5478 aws-network-monitoring aws/agent-toolkit-for-aws
AWS Network Monitoring Overview Domain expertise for installing and configuring Amazon CloudWatch Network Flow Monitor agents on EC2 instances. Covers IAM permission setup, agent installation via SSM Distributor or command-line install, agent activation, verification, and troubleshooting. Network Flow Monitor agents are lightweight software that publish performance metrics (latency, packet loss) to the Network Flow Monitor backend, enabling monitoring of network path health between workloads. Wo...
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5479 amazon-dynamodb aws/agent-toolkit-for-aws
DynamoDB Axioms This document is a set of design axioms for DynamoDB applications. It is intended to be read by an agent with no other context about the application and used to produce a defensible data-layer design. Resolving the skill's own paths This skill is host-agnostic — it runs under Claude Code, Kiro, Codex, Cursor, a plain terminal, or CI. Where it lives on disk depends on the host ( ~/.claude/skills/… , ~/.kiro/… , ~/.codex/… , ~/.cursor/… , a repo checkout, anywhere). The agent's wor...
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5480 game-ui-ux gamedev-skills/awesome-gamedev-agent-skills
Game UI/UX Build HUDs and menus that stay correct on a phone, an ultrawide monitor, and a TV across a gamepad and a mouse. This skill owns the engine-neutral UI architecture — responsive layout, scaling, focus navigation, screen flow, and how UI talks to game state — and defers the concrete widget API to the engine UI skill. When to use Use when building a HUD (health/ammo/score), a menu (main/pause/settings), an inventory or shop screen, or any overlay, and you want it to scale and navigate cor...
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5481 notion-spec-to-implementation openai/skills
Spec to Implementation Convert a Notion spec into linked implementation plans, tasks, and ongoing status updates. Quick start Locate the spec with Notion:notion-search , then fetch it with Notion:notion-fetch . Parse requirements and ambiguities using reference/spec-parsing.md . Create a plan page with Notion:notion-create-pages (pick a template: quick vs. full). Find the task database, confirm schema, then create tasks with Notion:notion-create-pages . Link spec ↔ plan ↔ tasks; keep status curr...
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5482 validate-idea slavingia/skills
You are a business advisor channeling the philosophy of The Minimalist Entrepreneur by Sahil Lavingia. Help the user validate their business idea before they write a single line of code or spend a dollar. Core Principle Validation happens through selling, not building. Most founders spend months building a product nobody wants. Instead, validate by selling a manual version of your solution first. The Minimalist Validation Process Step 1: Define the Problem (not the solution) Ask the user: Who sp...
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5483 mongodb-atlas-stream-processing mongodb/agent-skills
MongoDB Atlas Streams Build, operate, and debug Atlas Stream Processing (ASP) pipelines using four MCP tools from the MongoDB MCP Server. Prerequisites This skill requires the MongoDB MCP Server connected with: Atlas API credentials ( apiClientId and apiClientSecret ) The 4 tools: atlas-streams-discover , atlas-streams-build , atlas-streams-manage , atlas-streams-teardown . All operations require an Atlas project ID. If unknown, call atlas-list-projects first to find your project ID. If MCP tool...
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5484 hf-cli huggingface/skills
Install: curl -LsSf https://hf.co/cli/install.sh | bash -s . The Hugging Face Hub CLI tool hf is available. IMPORTANT: The hf command replaces the deprecated huggingface-cli command. Use hf --help to view available functions. Note that auth commands are now all under hf auth e.g. hf auth whoami . Generated with huggingface_hub v1.6.0 . Run hf skills add --force to regenerate. Commands hf download REPO_ID — Download files from the Hub. hf env — Print information about the environment. hf sync — S...
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5485 swot-analysis phuryn/pm-skills
SWOT Analysis Metadata Name : swot-analysis Description : Perform a detailed SWOT analysis for a product. Identifies strengths, weaknesses, opportunities, and threats with actionable recommendations. Triggers : SWOT analysis, strengths weaknesses, SWOT matrix, strategic assessment Instructions You are a strategic analyst conducting a SWOT analysis for $ARGUMENTS. Your task is to thoroughly evaluate the internal and external factors that will impact product success and competitive positioning. In...
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5486 understand-chat egonex-ai/understand-anything
/understand-chat Answer questions about this codebase using the knowledge graph in the project's data directory ( .ua/knowledge-graph.json , or the legacy .understand-anything/knowledge-graph.json when that directory is present). Graph Structure Reference The knowledge graph JSON has this structure: project — {name, description, languages, frameworks, analyzedAt, gitCommitHash} nodes[] — each has {id, type, name, filePath?, summary, tags[], complexity, languageNotes?} Code node types: file, func...
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5487 infra-postgres clickhouse/agent-skills
Postgres with clickhousectl clickhousectl manages Postgres in two environments: Local — named, Docker-backed Postgres instances on the user's machine, for development. Cloud — managed Postgres services in ClickHouse Cloud (beta), for production: HA, read replicas, point-in-time restore. This file routes to the right reference. The step-by-step workflows live in ref/local.md and ref/cloud.md — read the one that matches the user's situation before running commands. Which reference to use The user ...
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5488 admin grafana/skills
Grafana Cloud Admin Docs : https://grafana.com/docs/grafana-cloud/account-management/ Organization and Stack Structure Grafana Cloud Account └── Organization (billing unit) ├── Stack 1 (prod) → dedicated Grafana, Prometheus, Loki, Tempo URLs ├── Stack 2 (staging) └── Stack 3 (dev) Organization : top-level account with billing, users, API keys, stacks Stack : dedicated Grafana + LGTM instance with its own URLs and credentials User Roles Show more
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5489 ml-ai grafana/skills
Grafana Cloud AI & ML Docs : https://grafana.com/docs/grafana-cloud/alerting-and-irm/machine-learning/ Grafana Assistant Context-aware LLM sidebar agent (GA). Integrates with your Grafana Cloud stack. Capabilities: Convert natural language to PromQL/LogQL/TraceQL Explain existing queries in plain English Build and edit dashboards from descriptions Investigate incidents (correlate metrics, logs, traces) MCP server integration — connect external tools to Assistant RBAC controls per organization Sl...
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5490 unit-test-controller-layer giuseppe-trisciuoglio/developer-kit
Unit Testing REST Controllers with MockMvc Overview This skill provides patterns for unit testing @RestController and @Controller classes using MockMvc. It covers testing request/response handling, HTTP status codes, request parameter binding, validation, content negotiation, response headers, and exception handling by mocking service dependencies for isolated controller testing. When to Use Use this skill when: Testing REST controller request/response handling Verifying HTTP status codes and re...
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5491 unit-test-parameterized giuseppe-trisciuoglio/developer-kit
Parameterized Unit Tests with JUnit 5 Overview This skill provides patterns for writing efficient parameterized unit tests using JUnit 5's @ParameterizedTest. It covers @ValueSource, @CsvSource, @MethodSource, @EnumSource, @ArgumentsSource, and custom display names to run the same test logic with multiple input values, reducing test duplication and improving coverage. When to Use Use this skill when: Testing methods with multiple valid inputs Testing boundary values systematically Testing multip...
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5492 spring-boot-saga-pattern giuseppe-trisciuoglio/developer-kit
Spring Boot Saga Pattern When to Use Implement this skill when: Building distributed transactions across multiple microservices Needing to replace two-phase commit (2PC) with a more scalable solution Handling transaction rollback when a service fails in multi-service workflows Ensuring eventual consistency in microservices architecture Implementing compensating transactions for failed operations Coordinating complex business processes spanning multiple services Choosing between choreography-base...
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5493 unit-test-json-serialization giuseppe-trisciuoglio/developer-kit
Unit Testing JSON Serialization with @JsonTest Overview This skill provides patterns for unit testing JSON serialization and deserialization using Spring's @JsonTest and Jackson. It covers testing POJO mapping, custom serializers/deserializers, field name mappings, nested objects, date/time formatting, polymorphic types, and null handling without full Spring context. When to Use Use this skill when: Testing JSON serialization of DTOs Testing JSON deserialization to objects Testing custom Jackson...
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5494 aws-compute aws/agent-toolkit-for-aws
Amazon EC2 Compute Best experience with the AWS MCP server; also works with the AWS CLI alone — no hard dependency on either. Critical Warnings Launch configurations are deprecated and do not support current EC2 instance types; new accounts cannot create them. Use launch templates for every new Auto Scaling group. See auto-scaling.md . ASGs ignore ELB health checks by default : An Auto Scaling group only uses EC2 status checks unless you set --health-check-type ELB . Without it, instances failin...
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5495 platform-encryption-configure forcedotcom/sf-skills
Configure Platform Encryption Configures Salesforce Shield Platform Encryption by generating the metadata that turns it on and choosing the right settings: which encryption scheme a field should use, which key-management model fits a requirement, and how the tenant-secret lifecycle works. This is a hybrid skill — it emits deployable *.settings-meta.xml / *.field-meta.xml where Platform Encryption exposes a real Metadata API surface, and returns grounded guidance where the operation is UI/REST-on...
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5496 platform-dataspace-access-configure forcedotcom/sf-skills
platform-dataspace-access-configure Configure DataSpace access in Salesforce Data Cloud using a two-layer model: DataSpace-level access — grant a PermissionSet access to a DataSpace by embedding a <dataspaceScopes> element in the permission set XML and deploying via MDAPI. Object-level access (optional) — grant that permission set access to specific DMO / DLO / CIO objects within the DataSpace using the Object Access Grants Connect API. The MDAPI layer is required to establish the PermissionSet ...
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5497 huawei-cloud-terraform-generator huaweicloud/huaweicloud-skills
Huawei Cloud Terraform Generator 1. Overview This skill turns user infrastructure goals into Terraform configurations for Huawei Cloud. The primary workflow is to: understand the user's actual deployment intent determine which resources should be created determine whether existing resources should be reused confirm key specifications and dependencies verify every resource specification against the target region's available resources — query first, write later ensure Terraform is installed genera...
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5498 huawei-cloud-computing-query huaweicloud/huaweicloud-skills
Huawei Cloud Resource Query ⚠️ Execution Method (Must Read): This skill executes queries via local Python scripts. Using hcloud, openstack, or other CLI tools or direct API calls is prohibited. Query scripts are located under the skill directory scripts/<service_category>/ (e.g., scripts/as/list_scaling_groups.py ) All scripts and environment check scripts are inside the skill package. You must use skill action=exec to execute them; do not run them directly in the shell For specific script paths...
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5499 huawei-cloud-obs-upload huaweicloud/huaweicloud-skills
Huawei Cloud OBS Upload Upload local files or directories to Huawei Cloud OBS buckets, list OBS buckets with capacity and object count, and schedule periodic uploads via crontab. ⛔ Prohibited Operations (Security Constraints) This skill strictly forbids the following delete operations, regardless of user requests: Prohibited Operation API/Command Reason ❌ Delete bucket DeleteBucket / obsutil rm -bucket Irreversible; destroys the entire bucket and all objects ❌ Delete object DeleteObject / obsuti...
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5500 huawei-cloud-iam-query huaweicloud/huaweicloud-skills
Huawei Cloud Resource Query ⚠️ Execution Method (Must Read): This skill executes queries via local Python scripts. Using hcloud, openstack, or other CLI tools or direct API calls is prohibited. Query scripts are located under the skill directory scripts/<service_category>/ (e.g., scripts/as/list_scaling_groups.py ) All scripts and environment check scripts are inside the skill package. You must use skill action=exec to execute them; do not run them directly in a shell For specific script paths a...
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