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systematic-debugging
krosebrook/source-of-truth-monorepo
2
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions
file-organizer
krosebrook/source-of-truth-monorepo
2
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.
prometheus-configuration
krosebrook/source-of-truth-monorepo
2
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
tapestry
krosebrook/source-of-truth-monorepo
2
Unified content extraction and action planning. Use when user says "tapestry <URL>", "weave <URL>", "help me plan <URL>", "extract and plan <URL>", "make this actionable <URL>", or similar phrases indicating they want to extract content and create an action plan. Automatically detects content type (YouTube video, article, PDF) and processes accordingly.
image-enhancer
krosebrook/source-of-truth-monorepo
2
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
stripe-integration
krosebrook/source-of-truth-monorepo
2
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.
using-git-worktrees
krosebrook/source-of-truth-monorepo
2
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
receiving-code-review
krosebrook/source-of-truth-monorepo
2
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
paypal-integration
krosebrook/source-of-truth-monorepo
2
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.
terraform-module-library
krosebrook/source-of-truth-monorepo
2
Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.
ai-workflow-orchestrator
krosebrook/source-of-truth-monorepo
2
This skill coordinates AI-powered workflows across n8n, Zapier, and custom engines to accelerate automation and multi-agent collaboration.
helm-chart-scaffolding
krosebrook/source-of-truth-monorepo
2
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
shellcheck-configuration
krosebrook/source-of-truth-monorepo
2
Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.
defense-in-depth
krosebrook/source-of-truth-monorepo
2
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible
verification-before-completion
krosebrook/source-of-truth-monorepo
2
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
docx
krosebrook/source-of-truth-monorepo
2
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
langchain-architecture
krosebrook/source-of-truth-monorepo
2
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
executing-plans
krosebrook/source-of-truth-monorepo
2
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches
llm-evaluation
krosebrook/source-of-truth-monorepo
2
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
mcp-server-generator
krosebrook/source-of-truth-monorepo
2
This skill helps you design, configure, and deploy MCP servers that integrate external APIs and data sources with Claude.
dispatching-parallel-agents
krosebrook/source-of-truth-monorepo
2
This skill helps you diagnose and fix independent test failures by dispatching parallel Claude agents to investigate each domain concurrently.
sharing-skills
krosebrook/source-of-truth-monorepo
2
Use when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides process of branching, committing, pushing, and creating PR to contribute skills back to upstream repository
developing-claude-code-plugins
krosebrook/source-of-truth-monorepo
2
This skill helps you rapidly develop Claude Code plugins from structure to release, providing workflows, patterns, and examples for every lifecycle stage.
k8s-manifest-generator
krosebrook/source-of-truth-monorepo
2
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
distributed-tracing
krosebrook/source-of-truth-monorepo
2
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
invoice-organizer
krosebrook/source-of-truth-monorepo
2
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.
fastapi-templates
krosebrook/source-of-truth-monorepo
2
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
javascript-testing-patterns
krosebrook/source-of-truth-monorepo
2
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.
excel-analysis
krosebrook/source-of-truth-monorepo
2
Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
typescript-advanced-types
krosebrook/source-of-truth-monorepo
2
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.
slo-implementation
krosebrook/source-of-truth-monorepo
2
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
bats-testing-patterns
krosebrook/source-of-truth-monorepo
2
Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
prompt-engineering-patterns
krosebrook/source-of-truth-monorepo
2
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
secrets-management
krosebrook/source-of-truth-monorepo
2
Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.
skill-creator
krosebrook/source-of-truth-monorepo
2
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
brainstorming
krosebrook/source-of-truth-monorepo
2
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes
pci-compliance
krosebrook/source-of-truth-monorepo
2
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.
gitlab-ci-patterns
krosebrook/source-of-truth-monorepo
2
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.
test-driven-development
krosebrook/source-of-truth-monorepo
2
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first
pdf
krosebrook/source-of-truth-monorepo
2
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
multi-cloud-architecture
krosebrook/source-of-truth-monorepo
2
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
meeting-insights-analyzer
krosebrook/source-of-truth-monorepo
2
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.
nextjs-fastapi-fullstack
krosebrook/source-of-truth-monorepo
2
This skill guides building full-stack apps with Next.js and FastAPI, enabling seamless API integration, SSR/SSG, and secure data flows.
finishing-a-development-branch
krosebrook/source-of-truth-monorepo
2
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
canvas-design
krosebrook/source-of-truth-monorepo
2
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.
article-extractor
krosebrook/source-of-truth-monorepo
2
Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or clutter.
ml-pipeline-workflow
krosebrook/source-of-truth-monorepo
2
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
billing-automation
krosebrook/source-of-truth-monorepo
2
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.
k8s-security-policies
krosebrook/source-of-truth-monorepo
2
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
docker-kubernetes-orchestrator
krosebrook/source-of-truth-monorepo
2
This skill provides production-grade Docker and Kubernetes guidance to containerize apps, orchestrate microservices, and deploy scalable, reliable clusters.
nft-standards
krosebrook/source-of-truth-monorepo
2
Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.
nodejs-backend-patterns
krosebrook/source-of-truth-monorepo
2
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.
pdf-processing
krosebrook/source-of-truth-monorepo
2
This skill helps you extract text and tables from PDF files, fill forms, and merge documents using Python libraries.
uv-package-manager
krosebrook/source-of-truth-monorepo
2
This skill helps you manage Python projects with uv for ultra-fast dependency handling, virtual environments, and reproducible builds.
content-research-writer
krosebrook/source-of-truth-monorepo
2
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
react-modernization
krosebrook/source-of-truth-monorepo
2
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to latest React versions.
git-advanced-workflow
krosebrook/source-of-truth-monorepo
2
This skill guides advanced Git workflows and monorepo strategies to improve collaboration, automation, and trunk-based development in large codebases.
video-downloader
krosebrook/source-of-truth-monorepo
2
This skill downloads videos from YouTube and other platforms with configurable quality and format for offline viewing, editing, or archival.
internal-comms
krosebrook/source-of-truth-monorepo
2
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.).
pdf-processing-pro
krosebrook/source-of-truth-monorepo
2
This skill streamlines production-ready PDF workflows by extracting text, validating forms, and batch processing with robust error handling and logging.
rag-implementation
krosebrook/source-of-truth-monorepo
2
This skill enables building knowledge-grounded AI with RAG, integrating vector stores and semantic search to answer accurately.
bash-defensive-patterns
krosebrook/source-of-truth-monorepo
2
Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
pdf-anthropic
krosebrook/source-of-truth-monorepo
2
This skill helps you manipulate PDFs at scale by extracting text and tables, merging, splitting, creating, and filling forms.
git-pushing
krosebrook/source-of-truth-monorepo
2
This skill automates staging, committing, and pushing changes with conventional messages to remote branches, saving time and ensuring consistent git history.
python-packaging
krosebrook/source-of-truth-monorepo
2
This skill guides you in creating, structuring, and publishing Python packages with modern pyproject.toml setup and PyPI distribution mechanisms.
writing-skills
krosebrook/source-of-truth-monorepo
2
Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization
testing-anti-patterns
krosebrook/source-of-truth-monorepo
2
Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies
youtube-transcript
krosebrook/source-of-truth-monorepo
2
Download YouTube video transcripts when user provides a YouTube URL or asks to download/get/fetch a transcript from YouTube. Also use when user wants to transcribe or get captions/subtitles from a YouTube video.
hybrid-cloud-networking
krosebrook/source-of-truth-monorepo
2
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.
microservices-patterns
krosebrook/source-of-truth-monorepo
2
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
web3-testing
krosebrook/source-of-truth-monorepo
2
Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.
pydantic-ai-agent-builder
krosebrook/source-of-truth-monorepo
2
This skill helps you design and validate multi-agent systems with Pydantic AI, ensuring type safety, structured outputs, and scalable orchestration.
root-cause-tracing
krosebrook/source-of-truth-monorepo
2
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
git-commit-helper
krosebrook/source-of-truth-monorepo
2
This skill analyzes git diffs and generates conventional commits to improve message clarity and maintain project history.
csv-data-summarizer
krosebrook/source-of-truth-monorepo
2
This skill analyzes CSV data comprehensively, generates statistics, and creates visualizations to reveal insights and data quality for informed decisions.
turbo-monorepo-expert
krosebrook/source-of-truth-monorepo
2
This skill provides expert Turborepo and pnpm workspace guidance to optimize large monorepos and accelerate builds.
async-python-patterns
krosebrook/source-of-truth-monorepo
2
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-blocking operations.
testing-skills-with-subagents
krosebrook/source-of-truth-monorepo
2
This skill helps you validate documentation testing through RED-GREEN-REFACTOR cycles by running baselines, capturing failures, and refactoring to enforce
writing-plans
krosebrook/source-of-truth-monorepo
2
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge
defi-protocol-templates
krosebrook/source-of-truth-monorepo
2
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
algorithmic-art
krosebrook/source-of-truth-monorepo
2
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.
pptx
krosebrook/source-of-truth-monorepo
2
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
email-composer
krosebrook/source-of-truth-monorepo
2
This skill drafts professional emails across contexts, guiding tone, structure, and key points to save time and improve communication.
architecture-patterns
krosebrook/source-of-truth-monorepo
2
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
review-implementing
krosebrook/source-of-truth-monorepo
2
This skill processes and implements code review feedback methodically, generating actionable tasks and guiding systematic changes.
theme-factory
krosebrook/source-of-truth-monorepo
2
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.
angular-migration
krosebrook/source-of-truth-monorepo
2
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.
enterprise-erp-consultant
krosebrook/source-of-truth-monorepo
2
This skill provides enterprise ERP guidance covering financials, inventory, orders, manufacturing, security, and multi-tenancy to accelerate ERP architecture.
webapp-testing
krosebrook/source-of-truth-monorepo
2
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.
dependency-upgrade
krosebrook/source-of-truth-monorepo
2
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.
python-testing-patterns
krosebrook/source-of-truth-monorepo
2
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
xlsx
krosebrook/source-of-truth-monorepo
2
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
test-fixing
krosebrook/source-of-truth-monorepo
2
This skill systematically identifies, groups, and fixes failing tests to make the test suite green and protect code quality.
subagent-driven-development
krosebrook/source-of-truth-monorepo
2
This skill executes plan tasks by spawning fresh subagents and enforcing code review after each step to accelerate iteration with quality.
api-design-principles
krosebrook/source-of-truth-monorepo
2
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 API design standards.
aws-azure-multicloud
krosebrook/source-of-truth-monorepo
2
This skill guides multi-cloud deployments across AWS and Azure with IaC, serverless, containers, and best practices to simplify management.
typescript-type-safety
krosebrook/source-of-truth-monorepo
2
This skill helps you implement advanced TypeScript type safety patterns, ensuring compile-time guarantees and preventing runtime errors across complex APIs.
remembering-conversations
krosebrook/source-of-truth-monorepo
2
This skill helps you remember past conversations and use them to inform decisions, reducing duplication and mistakes.