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Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

prompt-factory

alirezarezvani

World-class prompt powerhouse that generates production-ready mega-prompts for any role, industry, and task through intelligent 7-question flow, 69 comprehensive presets across 15 professional domains (technica...

GitHub

scrum-master-agent

alirezarezvani

Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and daily standups with intelligent context-aware reporting

GitHub

skill-creator

ZacheryGlass

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 to...

GitHub

ast-grep

ast-grep

Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform comp...

GitHub

create-steering-documents

jasonkneen

Create comprehensive steering documents for development projects. Generates project-specific standards, git workflows, and technology guidelines in .kiro/steering/ directory.

GitHub

spec-driven-development

jasonkneen

Systematic three-phase approach to feature development using Requirements, Design, and Tasks phases. Transforms vague feature ideas into well-defined, implementable solutions that reduce ambiguity, improve qual...

GitHub

design-documentation

jasonkneen

Transform approved requirements into comprehensive technical designs. Define system architecture, component interactions, data models, and interfaces to create a blueprint for implementation.

GitHub

task-breakdown

jasonkneen

Convert technical designs into actionable, sequenced implementation tasks. Create clear coding tasks that enable incremental progress, respect dependencies, and provide a roadmap for systematic feature developm...

GitHub

troubleshooting

jasonkneen

Diagnose and resolve common issues during spec-driven development and implementation. Learn strategies for handling spec-reality divergence, dependency blocks, unclear requirements, and other execution challeng...

GitHub

requirements-engineering

jasonkneen

Transform vague feature ideas into clear, testable requirements using EARS format. Capture user stories, define acceptance criteria, identify edge cases, and validate completeness before moving to design.

GitHub

ai-prompting

jasonkneen

Effective communication strategies for AI-assisted development. Learn context-first prompting, phased interactions, iterative refinement, and validation techniques to get better results from Claude and other AI...

GitHub

quality-assurance

jasonkneen

Comprehensive testing and validation strategies for spec-driven development. Learn phase-specific validation techniques, quality gates, and testing approaches to ensure high-quality implementation.

GitHub

prompt-refiner-claude

Factory-AI

Refine prompts for Claude models (Opus, Sonnet, Haiku) using Anthropic's best practices. Use when preparing complex tasks for Claude.

GitHub

memory-capture

Factory-AI

Capture and organize memories, decisions, and learnings to a memories.md file. Use when you want to save context for future sessions.

GitHub

prompt-refiner-gpt

Factory-AI

Refine prompts for GPT models (GPT-5, GPT-5.1, Codex) using OpenAI's best practices. Use when preparing complex tasks for GPT.

GitHub

upgrading-golang

chainloop-dev

Upgrades Go version across the entire Chainloop codebase including source files, Docker images, CI/CD workflows, and documentation. Use when the user mentions upgrading Go, golang version, or updating Go compil...

GitHub

upgrading-chart

chainloop-dev

Upgrades Helm chart dependencies (PostgreSQL, Vault) in the Chainloop project, including vendorized charts, container images, and CI/CD workflows. Use when the user mentions upgrading Helm charts, Bitnami depen...

GitHub

testing

citypaul

Testing patterns for behavior-driven tests. Use when writing tests or test factories.

GitHub

front-end-testing

citypaul

DOM Testing Library patterns for behavior-driven UI testing. Framework-agnostic patterns for testing user interfaces. Use when testing any front-end application.

GitHub

refactoring

citypaul

Refactoring assessment and patterns. Use after tests pass (GREEN phase) to assess improvement opportunities.

GitHub

tdd

citypaul

Test-Driven Development workflow. Use for ALL code changes - features, bug fixes, refactoring. TDD is non-negotiable.

GitHub

react-testing

citypaul

React Testing Library patterns for testing React components, hooks, and context. Use when testing React applications.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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