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# Skill 仓库 描述 安装量
5501 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...
 2.4K
5502 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...
 2.4K
5503 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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5504 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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5505 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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5506 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
 2.4K
5507 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...
 2.4K
5508 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...
 2.4K
5509 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...
 2.4K
5510 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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5511 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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5512 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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5513 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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5514 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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5515 domain-web actionbook/rust-skills
Web Domain Layer 3: Domain Constraints Domain Constraints → Design Implications Domain Rule Design Constraint Rust Implication Stateless HTTP No request-local globals State in extractors Concurrency Handle many connections Async, Send + Sync Latency SLA Fast response Efficient ownership Security Input validation Type-safe extractors Observability Request tracing tracing + tower layers Critical Constraints Async by Default Show more
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5516 ce-product-pulse everyinc/compound-engineering-plugin
Product Pulse ce-product-pulse queries the product's data sources for a given time window and produces a compact, single-page report covering usage, performance, errors, and followups. The report is saved to docs/pulse-reports/ and the key points are surfaced in chat. The skill does not mutate the product, the database, or any external system. Its only writes are pulse settings appended to .compound-engineering/config.local.yaml (the unified CE local config, gitignored, machine-local) and the re...
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5517 private-connectivity grafana/skills
Grafana Cloud Private Connectivity Docs : https://grafana.com/docs/grafana-cloud/send-data/ Send metrics, logs, traces, and profiles to Grafana Cloud entirely over your cloud provider's private backbone — no public internet exposure, no egress fees. Prerequisites All providers: Grafana Cloud stack must be hosted on the same cloud provider (check: My Account → Stack → Details) Create separate private endpoints for each signal type (Metrics, Logs, Traces, Profiles) AWS PrivateLink Setup Get Servic...
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5518 spring-data-neo4j giuseppe-trisciuoglio/developer-kit
Spring Data Neo4j Integration Patterns When to Use This Skill To use this skill when you need to: Set up Spring Data Neo4j in a Spring Boot application Create and map graph node entities and relationships Implement Neo4j repositories with custom queries Write Cypher queries using @Query annotations Configure Neo4j connections and dialects Test Neo4j repositories with embedded databases Work with both imperative and reactive Neo4j operations Map complex graph relationships with bidirectional or u...
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5519 unit-test-security-authorization giuseppe-trisciuoglio/developer-kit
Unit Testing Security and Authorization Overview This skill provides patterns for unit testing Spring Security authorization logic using @PreAuthorize, @Secured, @RolesAllowed, and custom permission evaluators. It covers testing role-based access control (RBAC), expression-based authorization, custom permission evaluators, and verifying access denied scenarios without full Spring Security context. When to Use Use this skill when: Testing @PreAuthorize and @Secured method-level security Testing r...
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5520 nextjs-app-router giuseppe-trisciuoglio/developer-kit
Next.js App Router (Next.js 16+) Build modern React applications using Next.js 16+ with App Router architecture. Overview This skill provides patterns for: Server Components (default) and Client Components ("use client") Server Actions for mutations and form handling Route Handlers for API endpoints Explicit caching with "use cache" directive Parallel and intercepting routes Next.js 16 async APIs and proxy.ts When to Use Activate when user requests involve: "Create a Next.js 16 project", "Set up...
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5521 knip brianlovin/agent-config
Knip Code Cleanup Run knip to find and remove unused files, dependencies, and exports from this codebase. Setup Check if knip is available: Run npx knip --version to test If it fails or is very slow, check if knip is in package.json devDependencies If not installed locally, install with npm install -D knip (or pnpm/yarn/bun equivalent based on lockfile present) Knip does NOT remove unused imports/variables inside files — that's a linter's job. Knip finds unused files, dependencies, and exports a...
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5522 dx-pkg-post-install-configure forcedotcom/sf-skills
When to Use This Skill Use when automating post-install configuration for any Salesforce managed package. This skill reads the package's post-install documentation, discovers available execution methods, and automates the configuration steps — including permission sets, object/field permissions, page layouts, Visualforce page access, and tab settings. Input Required: Package name (e.g., LMA , FMA , work.com ) Optional: Path to post-install doc (PDF, markdown, URL) If no doc is provided, ask the ...
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5523 brainstorm-ideas-existing phuryn/pm-skills
Brainstorm Product Ideas (Existing Product) Multi-perspective ideation for continuous product discovery. Generates ideas from PM, Designer, and Engineer viewpoints, then prioritizes the best five. Context You are supporting a product trio performing continuous product discovery for $ARGUMENTS . If the user provides files (research data, opportunity trees, personas), read them first. If they mention a product URL, use web search to understand the product. Domain Context Product Trio (Teresa Torre...
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5524 copywriting nexu-io/open-design
Copywriting You are an expert conversion copywriter. Your goal is to write marketing copy that is clear, compelling, and drives action. Before Writing Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Gather this context (ask if not provided): 1. Page Purpose What type of pag...
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5525 loki-label-analyzer grafana/skills
Loki Label Strategy Evaluator You are an expert in Grafana Loki label strategy. When asked to evaluate, audit, design, or improve a Loki label strategy — or when a user asks why their Loki queries are slow — use this guide to provide structured, actionable advice. Core Concepts Streams are the fundamental unit in Loki. Each unique combination of label key-value pairs creates a new stream. Too many streams = performance problems. Too few = broad, slow queries. Cardinality = the number of unique v...
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5526 langchain4j-tool-function-calling-patterns giuseppe-trisciuoglio/developer-kit
LangChain4j Tool & Function Calling Patterns Define tools and enable AI agents to interact with external systems, APIs, and services using LangChain4j's annotation-based and programmatic tool system. Overview LangChain4j's tool system enables AI agents to execute external functions through declarative annotations and programmatic interfaces. Tools are defined using the @Tool annotation and automatically registered with AI services, allowing LLMs to perform actions beyond text generation such as ...
 2.4K
5527 typescript-security-review giuseppe-trisciuoglio/developer-kit
TypeScript Security Review Overview This skill provides structured, comprehensive security review for TypeScript and Node.js applications. It evaluates code against OWASP Top 10, framework-specific security best practices, and production-readiness security criteria. The review produces actionable findings classified by severity (Critical, High, Medium, Low) with concrete remediation examples. This skill delegates to the typescript-security-expert agent for deep security analysis when invoked thr...
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5528 market-news-analyst tradermonty/claude-trading-skills
Market News Analyst Overview This skill enables comprehensive analysis of market-moving news events from the past 10 days, focusing on their impact on US equity markets and commodities. The skill automatically collects news from trusted sources using WebSearch and WebFetch tools, evaluates market impact magnitude, analyzes actual market reactions, and produces structured English reports ranked by market impact significance. Prerequisites Tools: WebSearch and WebFetch tools must be available for ...
 2.4K
5529 add-analytics-instrumentation amplitude/mcp-marketplace
add-analytics-instrumentation You are the orchestrator for the analytics instrumentation pipeline. Your job is to figure out what the user wants to instrument, gather the relevant code, and run the pipeline to produce a tracking plan. Pipeline Step 0: Capture intent Before running anything, determine what the user wants to instrument. There are four input types — infer the type from what the user has already provided in the conversation. Only ask if it's genuinely ambiguous. Show more Installs 9...
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5530 instrument-events amplitude/mcp-marketplace
instrument-events You are step 3 of the analytics instrumentation workflow. You receive event_candidates YAML (from discover-event-surfaces) and produce a concrete instrumentation plan that an engineer can implement line-by-line. Think like a Software Architect reviewing a PR: you care about consistency with existing patterns, minimal footprint, and properties that actually power dashboards — not vanity fields nobody queries. Read the taxonomy skill at ../taxonomy/SKILL.md to understand the core...
 2.4K
5531 discover-event-surfaces amplitude/mcp-marketplace
discover-event-surfaces You are step 2 of the analytics instrumentation workflow. Read a change_brief YAML and produce an exhaustive candidate list of analytics events — named well, organized by category, and ready for PM review. Think like an engineer who ships the feature AND cares about whether it succeeds. Generate events that answer product/business questions, not events that mirror implementation details. Aim for breadth and quality — a downstream skill will narrow the list. Read the taxon...
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5532 taxonomy amplitude/mcp-marketplace
Taxonomy Generation & Data Auditing When to Use User asks to create or review a tracking plan or event taxonomy User wants to validate event/property naming conventions User needs to audit data quality (duplicates, stale events, missing metadata) User asks about funnel design or event relationships Agent is generating event names or property names and needs to follow standards User wants to understand or improve their taxonomy governance User asks about reducing event volume or type counts User ...
 2.4K
5533 diff-intake amplitude/mcp-marketplace
diff-intake Follow this skill step by step. You are step 1 of the analytics instrumentation workflow. Produce a compact YAML change brief that downstream skills (discover-event-surfaces, instrument-events) will consume. Keep the output machine-readable and precise — no prose around the YAML block. Step 1: Gather changed files and categorize Fetch the list of changed files from the source, then categorize each one. Show more Installs 1.0K Repository amplitude/mcp-m…ketplace GitHub Stars 32 First ...
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5534 discover-analytics-patterns amplitude/mcp-marketplace
discover-analytics-patterns Your goal is to find out how this codebase sends analytics events — not which events exist, but the specific code patterns engineers use to fire a tracking call. This output helps engineers add new events that look consistent with the rest of the codebase. It should also tell downstream skills how event names and property names are typically written in code here. When determining naming conventions in this skill, use the following sources in strict order of preference...
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5535 elicit juxt/allium
Elicitation This skill guides you through building Allium specifications by conversation. The goal is to surface ambiguities and produce a specification that captures what the software does without prescribing implementation. The same principles apply to distillation. Whether you are hearing a stakeholder describe a feature or reading code that implements it, the challenge is identical: finding the right level of abstraction. Scoping the specification Before diving into details, establish what y...
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5536 grammar-check phuryn/pm-skills
Grammar and Flow Checking You are an expert copyeditor and writing specialist. Your role is to identify grammar, logical, and flow errors in text, then provide clear, actionable fix suggestions without rewriting the entire document. Purpose Analyze text for grammar, logical, and flow errors. Provide specific, focused suggestions on how to fix each issue. Focus on clarity, correctness, and readability. Input Arguments $OBJECTIVE : What is the intended purpose or goal of the text? (e.g., "persuade...
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5537 customer-journey-map phuryn/pm-skills
Customer Journey Map Map the end-to-end customer experience from awareness through advocacy, identifying emotions, pain points, and improvement opportunities at each stage. Context You are creating a customer journey map for $ARGUMENTS . If the user provides files (interview transcripts, survey data, analytics, support tickets, or existing journey maps), read them first. Use web search to understand the product if a URL is provided. Instructions Define the persona : Who is traveling this journey...
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5538 understand-onboard egonex-ai/understand-anything
/understand-onboard Generate a comprehensive onboarding guide from the project's knowledge graph. 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, function, class, module, concept Non-code node types: config, document, service, table, endpoint, pipeline, schema, resource Domain/know...
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5539 langchain4j-rag-implementation-patterns giuseppe-trisciuoglio/developer-kit
LangChain4j RAG Implementation Patterns When to Use This Skill Use this skill when: Building knowledge-based AI applications requiring external document access Implementing question-answering systems over large document collections Creating AI assistants with access to company knowledge bases Building semantic search capabilities for document repositories Implementing chat systems that reference specific information sources Creating AI applications requiring source attribution Building domain-sp...
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5540 unit-test-utility-methods giuseppe-trisciuoglio/developer-kit
Unit Testing Utility Classes and Static Methods Overview This skill provides comprehensive patterns for testing utility classes and static methods using JUnit 5. It covers testing pure functions without side effects, edge case handling, boundary conditions, and common utility patterns like string manipulation, calculations, collections, and data validation. When to Use Use this skill when: Testing utility classes with static helper methods Testing pure functions with no state or side effects Tes...
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5541 unit-test-exception-handler giuseppe-trisciuoglio/developer-kit
Unit Testing ExceptionHandler and ControllerAdvice Overview This skill provides patterns for unit testing @ExceptionHandler methods and @ControllerAdvice classes using MockMvc. It covers testing exception-to-error-response transformations, HTTP status codes, error message formatting, validation error handling, and custom permission evaluators without full integration test overhead. When to Use Use this skill when: Testing @ExceptionHandler methods in @ControllerAdvice Testing exception-to-error-...
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5542 langchain4j-spring-boot-integration giuseppe-trisciuoglio/developer-kit
LangChain4j Spring Boot Integration To accomplish integration of LangChain4j with Spring Boot applications, follow this comprehensive guidance covering auto-configuration, declarative AI Services, chat models, embedding stores, and production-ready patterns for building AI-powered applications. When to Use To accomplish integration of LangChain4j with Spring Boot when: Integrating LangChain4j into existing Spring Boot applications Building AI-powered microservices with Spring Boot Setting up aut...
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5543 ml-adoption-playbook affaan-m/ecc
ML Adoption Playbook This skill provides an adaptive methodology for implementing machine learning models into existing software engineering projects. It bridges the gap between traditional SWE and MLOps by structuring how ML should be researched, decoupled, trained, and integrated. When to Activate A user asks to "add ML" or "add an algorithm" to their existing codebase. Planning the integration of a new model (e.g., recommendation, classification, forecasting) into a non-ML application. Struct...
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5544 groundcover-cli paymog/groundcover-cli
Groundcover CLI Invoke the groundcover binary (install via brew install paymog/tap/groundcover ). Source of truth is paymog/groundcover-cli . Auth (required before any command) export GROUNDCOVER_API_KEY = gcsa_ .. . must be a service-account key The key must be a service-account key: prefix gcsa_ , exactly 40 chars. Anything else is rejected with a clear message — Invalid token prefix. Expected 'gcsa_' or Invalid token length (N, expected 40) . Don't confuse key types: gcsa_… — service-account...
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5545 html plannotator/effective-html
HTML Review the files throughout references/html-effectiveness/ . Create an HTML file for whatever the user is describing. Use the references as best you can to match alignment — style, density, and tone. Always include dark mode: hand-rolled CSS variables on :root / html.dark , a small theme toggle button, localStorage persistence, and an apply-before-paint script in <head> (default to prefers-color-scheme ). Installs 767 Repository plannotator/eff…ive-html GitHub Stars 1.1K First Seen 13 days ...
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5546 html-plan plannotator/effective-html
HTML Plan Review the files throughout references/html-effectiveness/ . After reviewing them, create an HTML file for the plan in a similar style. Keep it pragmatic and simple. Always include dark mode: hand-rolled CSS variables on :root / html.dark , a small theme toggle button, localStorage persistence, and an apply-before-paint script in <head> (default to prefers-color-scheme ). Installs 517 Repository plannotator/eff…ive-html GitHub Stars 931 First Seen 7 days ago Security Audits Gen Agent T...
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5547 decision-records skymavis/skills
Decision records This skill owns the registry tool decisions.py , symlinked into the repo at scripts/decisions.py (run decisions.py install to set up the symlink + a CI check). The tool finds the repo's docs/ by walking up from the CWD, so run it from anywhere in the repo: python scripts/decisions.py build [ --relink ] regenerate INDEX.md (+ refresh links) python scripts/decisions.py check validate (CI-safe; exit 1 if stale) python scripts/decisions.py promote < name… > [ --deref ] [ --allow-r...
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5548 derivatives-trading-usds-futures binance/binance-skills-hub
Binance Derivatives-trading-usds-futures Skill Derivatives-trading-usds-futures request on Binance using authenticated API endpoints. Requires API key and secret key for certain endpoints. Return the result in JSON format. Quick Reference Endpoint Description Required Optional Authentication /fapi/v1/accountConfig (GET) Futures Account Configuration(USER_DATA) None recvWindow Yes /fapi/v2/account (GET) Account Information V2(USER_DATA) None recvWindow Yes /fapi/v3/account (GET) Account Informati...
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5549 fund coinbase/agentic-wallet-skills
Funding the Wallet Use the wallet companion app to fund the wallet with USDC via Coinbase Onramp. This supports multiple payment methods including Apple Pay, debit cards, bank transfers, and funding from a Coinbase account. Confirm wallet is initialized and authed npx awal@2.0.3 status If the wallet is not authenticated, refer to the authenticate-wallet skill. Opening the Funding Interface npx awal@2.0.3 show This opens the wallet companion window where users can: Select a preset amount ($10, $2...
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5550 electron teachingai/full-stack-skills
Electron App Automation Automate any Electron desktop app using agent-browser. Electron apps are built on Chromium and expose a Chrome DevTools Protocol (CDP) port that agent-browser can connect to, enabling the same snapshot-interact workflow used for web pages. Core Workflow Launch the Electron app with remote debugging enabled Connect agent-browser to the CDP port Snapshot to discover interactive elements Interact using element refs Re-snapshot after navigation or state changes Launch an Ele...
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