skills-collections
github.com/boisenoise/skills-collections
Skill | Added | Review |
|---|---|---|
azure-ai-projects-java Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. | 73 1.59x Agent success vs baseline Impact 97% 1.59xAverage score across 3 eval scenarios Securityby  Passed No known issues Reviewed: Version: 5c5ae21 | |
azure-ai-projects-dotnet Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. | 73 1.81x Agent success vs baseline Impact 100% 1.81xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-openai-dotnet Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. | 83 1.43x Agent success vs baseline Impact 92% 1.43xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
azure-ai-ml-py Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. | 79 1.06x Agent success vs baseline Impact 100% 1.06xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
azure-ai-formrecognizer-java Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi... | 92 1.21x Agent success vs baseline Impact 97% 1.21xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-document-intelligence-ts Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu... | 95 2.93x Agent success vs baseline Impact 94% 2.93xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-document-intelligence-dotnet Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. | 75 1.35x Agent success vs baseline Impact 100% 1.35xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-contentunderstanding-py Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. | 76 11.11x Agent success vs baseline Impact 100% 11.11xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-contentsafety-ts Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten... | 92 1.31x Agent success vs baseline Impact 100% 1.31xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-contentsafety-py Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. | 79 1.07x Agent success vs baseline Impact 100% 1.07xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-contentsafety-java Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten... | 91 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
azure-ai-anomalydetector-java Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring. | 89 2.33x Agent success vs baseline Impact 98% 2.33xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azure-ai-agents-persistent-java Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. | 71 1.63x Agent success vs baseline Impact 100% 1.63xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
azure-ai-agents-persistent-dotnet Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. | 72 2.40x Agent success vs baseline Impact 96% 2.40xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
azd-deployment Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont... | 98 1.42x Agent success vs baseline Impact 98% 1.42xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-skills AWS development with infrastructure automation and cloud architecture patterns | 46 1.01x Agent success vs baseline Impact 98% 1.01xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-serverless Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt... | 73 1.29x Agent success vs baseline Impact 100% 1.29xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-security-audit Comprehensive AWS security posture assessment using AWS CLI and security best practices | 65 1.97x Agent success vs baseline Impact 97% 1.97xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-secrets-rotation Automate AWS secrets rotation for RDS, API keys, and credentials | 70 1.16x Agent success vs baseline Impact 99% 1.16xAverage score across 3 eval scenarios Securityby Risky Do not use without reviewing Reviewed: Version: 5c5ae21 | |
aws-penetration-testing This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing... | 77 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 5c5ae21 | |
aws-iam-best-practices IAM policy review, hardening, and least privilege implementation | 61 1.00x No change in agent success vs baseline Impact 77% 1.00xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-cost-optimizer Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer | 65 1.17x Agent success vs baseline Impact 94% 1.17xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-cost-cleanup Automated cleanup of unused AWS resources to reduce costs | 68 1.02x Agent success vs baseline Impact 88% 1.02xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
aws-compliance-checker Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks | 68 1.53x Agent success vs baseline Impact 100% 1.53xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
avalonia-zafiro-development Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. | 64 2.44x Agent success vs baseline Impact 93% 2.44xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
avalonia-viewmodels-zafiro Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. | 62 1.94x Agent success vs baseline Impact 99% 1.94xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
avalonia-layout-zafiro Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy. | 66 1.22x Agent success vs baseline Impact 86% 1.22xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
autonomous-agents Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'... | 49 1.18x Agent success vs baseline Impact 82% 1.18xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
autonomous-agent-patterns Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ... | 76 1.15x Agent success vs baseline Impact 98% 1.15xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
automate-whatsapp Automate Whatsapp | 28 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
auth-implementation-patterns Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A... | 76 1.11x Agent success vs baseline Impact 100% 1.11xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
audio-transcriber Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration | 50 2.17x Agent success vs baseline Impact 85% 2.17xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
attack-tree-construction Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders. | 86 1.20x Agent success vs baseline Impact 98% 1.20xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
async-python-patterns Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-... | 75 0.97x Agent success vs baseline Impact 87% 0.97xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
asana-automation Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas. | 65 1.92x Agent success vs baseline Impact 96% 1.92xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
arm-cortex-expert Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). | 60 1.19x Agent success vs baseline Impact 93% 1.19xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
architecture Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design. | 79 1.18x Agent success vs baseline Impact 98% 1.18xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
architecture-patterns Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ... | 74 1.17x Agent success vs baseline Impact 94% 1.17xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
architecture-decision-records Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect... | 82 1.15x Agent success vs baseline Impact 91% 1.15xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
architect-review Master software architect specializing in modern architecture | 37 1.09x Agent success vs baseline Impact 92% 1.09xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
application-performance-performance-optimization Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack. | 74 1.71x Agent success vs baseline Impact 89% 1.71xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
app-store-optimization Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store | 57 1.22x Agent success vs baseline Impact 94% 1.22xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
templates Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | 80 1.35x Agent success vs baseline Impact 100% 1.35xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
app-builder Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents. | 70 1.55x Agent success vs baseline Impact 98% 1.55xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-testing-observability-api-mock You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development. | 56 1.19x Agent success vs baseline Impact 86% 1.19xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-security-testing API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practices. | 56 1.10x Agent success vs baseline Impact 96% 1.10xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-security-best-practices Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities | 63 1.42x Agent success vs baseline Impact 97% 1.42xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-patterns API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. | 73 1.03x Agent success vs baseline Impact 100% 1.03xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-fuzzing-bug-bounty This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug b... | 81 Impact Pending No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
api-documenter Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. | 48 1.00x No change in agent success vs baseline Impact 100% 1.00xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-documentation API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation. | 59 1.11x Agent success vs baseline Impact 95% 1.11xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-documentation-generator Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices | 62 1.11x Agent success vs baseline Impact 99% 1.11xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
api-design-principles Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing... | 63 1.04x Agent success vs baseline Impact 88% 1.04xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
antigravity-workflows Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA. | 71 1.68x Agent success vs baseline Impact 91% 1.68xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
anti-reversing-techniques Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u... | 77 Impact Pending No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
angular Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. | 64 1.32x Agent success vs baseline Impact 94% 1.32xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
angular-ui-patterns Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states. | 77 2.65x Agent success vs baseline Impact 85% 2.65xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
angular-state-management Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns. | 83 1.50x Agent success vs baseline Impact 99% 1.50xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
angular-migration Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ... | 90 1.02x Agent success vs baseline Impact 100% 1.02xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
angular-best-practices Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency. | 86 1.13x Agent success vs baseline Impact 100% 1.13xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
android-jetpack-compose-expert Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3. | 62 1.06x Agent success vs baseline Impact 81% 1.06xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
analytics-tracking Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. | 66 1.18x Agent success vs baseline Impact 95% 1.18xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
amplitude-automation Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas. | 67 1.25x Agent success vs baseline Impact 68% 1.25xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
algorithmic-art Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,... | 75 1.81x Agent success vs baseline Impact 100% 1.81xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
algolia-search Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality. | 67 2.16x Agent success vs baseline Impact 93% 2.16xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
airtable-automation Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas. | 72 1.54x Agent success vs baseline Impact 96% 1.54xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
airflow-dag-patterns Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs. | 78 1.09x Agent success vs baseline Impact 92% 1.09xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
ai-wrapper-product Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov... | 66 1.19x Agent success vs baseline Impact 92% 1.19xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
ai-product Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ... | 47 1.51x Agent success vs baseline Impact 79% 1.51xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
ai-ml AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features. | 57 1.08x Agent success vs baseline Impact 94% 1.08xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
ai-engineer Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. | 37 1.00x No change in agent success vs baseline Impact 56% 1.00xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
ai-agents-architect Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ... | 69 1.13x Agent success vs baseline Impact 82% 1.13xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
ai-agent-development AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents. | 63 0.97x Agent success vs baseline Impact 97% 0.97xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
agents-v2-py Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry. | 82 2.56x Agent success vs baseline Impact 100% 2.56xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
agent-tool-builder Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar... | 43 1.05x Agent success vs baseline Impact 100% 1.05xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
agent-orchestration-multi-agent-optimize Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability. | 61 3.00x Agent success vs baseline Impact 96% 3.00xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
agent-orchestration-improve-agent Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. | 63 1.24x Agent success vs baseline Impact 81% 1.24xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
agent-memory-systems Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s... | 36 1.10x Agent success vs baseline Impact 76% 1.10xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
agent-memory-mcp A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | 63 8.00x Agent success vs baseline Impact 96% 8.00xAverage score across 3 eval scenarios Securityby Critical Do not install without reviewing Reviewed: Version: 5c5ae21 | |
agent-manager-skill Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | 76 3.70x Agent success vs baseline Impact 100% 3.70xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
agent-framework-azure-ai-py Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int... | 92 100.00x Agent success vs baseline Impact 100% 100.00xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
agent-evaluation Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re... | 51 0.99x Agent success vs baseline Impact 99% 0.99xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
address-github-comments Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. | 69 1.20x Agent success vs baseline Impact 88% 1.20xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
activecampaign-automation Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas. | 72 1.70x Agent success vs baseline Impact 80% 1.70xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
active-directory-attacks This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", ... | 72 Impact Pending No eval scenarios have been run Securityby Critical Do not install without reviewing Reviewed: Version: 5c5ae21 | |
accessibility-compliance-accessibility-audit You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance. | 63 1.34x Agent success vs baseline Impact 89% 1.34xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
ab-test-setup Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. | 67 1.09x Agent success vs baseline Impact 100% 1.09xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
3d-web-experience Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ... | 74 1.19x Agent success vs baseline Impact 99% 1.19xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
webapp-testing Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | 95 2.17x Agent success vs baseline Impact 100% 2.17xAverage score across 7 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
web-artifacts-builder 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. | 90 1.72x Agent success vs baseline Impact 93% 1.72xAverage score across 10 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
theme-factory Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly. | 62 1.43x Agent success vs baseline Impact 73% 1.43xAverage score across 5 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
slack-gif-creator Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack." | 91 2.13x Agent success vs baseline Impact 92% 2.13xAverage score across 10 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
skill-creator Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy. | 92 1.87x Agent success vs baseline Impact 88% 1.87xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
mcp-builder Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | 93 2.23x Agent success vs baseline Impact 94% 2.23xAverage score across 10 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
internal-comms A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.). | 92 1.38x Agent success vs baseline Impact 93% 1.38xAverage score across 10 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
frontend-design Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics. | 84 1.35x Agent success vs baseline Impact 96% 1.35xAverage score across 5 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
doc-coauthoring Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks. | 87 1.59x Agent success vs baseline Impact 91% 1.59xAverage score across 7 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 | |
canvas-design Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations. | 94 1.76x Agent success vs baseline Impact 99% 1.76xAverage score across 10 eval scenarios Reviewed: Version: 5c5ae21 | |
brand-guidelines Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | 95 5.82x Agent success vs baseline Impact 99% 5.82xAverage score across 10 eval scenarios Securityby Passed No known issues Reviewed: Version: 5c5ae21 | |
algorithmic-art Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations. | 55 1.80x Agent success vs baseline Impact 54% 1.80xAverage score across 10 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 5c5ae21 |