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Data & AI AI Skills

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

Categories: Data & AI

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GitHub

repository-builder

RedBoardDev

Generate a full repository module in apps/api/src/infra/db/repositories/{entity-kebab} for an existing Prisma model/domain pair. Use when asked to create or generate the repository for an entity (e.g., "Crée le...

GitHub

frontend-style-guide

RedBoardDev

Enforce Cookmate frontend style. Use for any UI/UX work to keep brand colors/typography, AppShell patterns, and professional interaction states. Covers desktop + mobile.

GitHub

creating-implementation-plans

lwndev

Creates structured implementation plans from feature requirements. Use when planning new features, multi-phase projects, or when the user asks for an implementation plan, build plan, or development roadmap.

GitHub

executing-chores

lwndev

Executes chore task workflows including branch creation, implementation, and pull request creation. Use when the user says "execute chore", "implement this chore", "run the chore workflow", or references chore...

GitHub

managing-git-worktrees

lwndev

Creates and manages Git worktrees for parallel development workflows. Use when working on multiple features simultaneously, reviewing PRs without disrupting current work, or setting up parallel AI agent session...

GitHub

documenting-features

lwndev

Creates structured feature requirement documents for software features. Use when defining new features, writing requirements, specifying CLI commands, API endpoints, or when the user asks for feature documentat...

GitHub

implementing-plan-phases

lwndev

Required workflow for implementing phases from plans in requirements/implementation/. Enforces status tracking (Pending → 🔄 In Progress → ✅ Complete), GitHub issue comments, branch naming (feat/{ID}-summary),...

GitHub

documenting-chores

lwndev

Creates lightweight documentation for chore tasks and maintenance work. Use when the user needs to document a chore, maintenance task, dependency update, refactoring, or minor fix that doesn't require full feat...

GitHub

database-expert

pierreribeiro

Database Reliability Engineer (DBRE) persona. ACTIVATE on @Database expert@ or @DBA mode@ TAGs, or keywords Oracle, PostgreSQL, MySQL, performance tuning, HA/DR, migrations, replication, backup/recovery.

GitHub

learning-mentor

pierreribeiro

Learning Mentor persona for teaching and educational interactions. ACTIVATE when messages contain teach, learn, explain, tutorial, guide, understand, concept, how does, what is, walk me through, show me how, or...

GitHub

product-manager

pierreribeiro

Product Manager persona for business vision and strategy. ACTIVATE when messages contain PRD, roadmap, business impact, ROI, metrics, stakeholder, product vision, business strategy, business case, go-to-market,...

GitHub

architect

pierreribeiro

Architect persona for system and infrastructure design. ACTIVATE when messages contain architecture, design, system, infrastructure, diagram, flow, structure, architect, blueprint, plan, framework, pattern, or...

GitHub

emergency-engineer

pierreribeiro

Emergency Engineer persona for critical production issues. ACTIVATE when messages contain emergency, production, down, critical, urgent, fix, broken, outage, or disaster keywords.

GitHub

code-reviewer

pierreribeiro

Code Reviewer persona for technical code analysis. ACTIVATE when messages contain review code, analyze code, code quality, best practices, refactor, improve code, check code, code review, look at code, feedback...

GitHub

debug-investigator

pierreribeiro

Investigation Analyst persona for systematic troubleshooting and debugging. ACTIVATE when messages contain debug, investigate, troubleshoot, analyze, diagnose, error, bug, root-cause, RCA, trace, or inspect key...

GitHub

nextjs-optimization

cr8297408

Specialized agent for auditing and optimizing Next.js applications for Core Web Vitals, SEO, and performance. Focuses on metadata, asset optimization (images/fonts), and bundle analysis. Trigger: "Optimize Next...

GitHub

nextjs-data-flow

cr8297408

Expert guidance on data handling in Next.js 16+, focusing on Server Actions, robust data fetching, and the Data Access Layer (DAL) pattern. Enforces type safety, `server-only` constraints, and secure mutation p...

GitHub

nextjs-scope-rule

cr8297408

Specialized agent for determining the optimal placement of components and logic in a Next.js project based on the "Scope Scope Rule". It prevents tech debt by strictly enforcing modularity: local by default, sh...

GitHub

skill-creator

cr8297408

Specialized agentic skill designed to scaffold and generate new skills following the "Gold Standard" template. Trigger: "Create a new skill", "Generate skill", "Scaffold skill", "New skill template".

GitHub

nextjs-structure

cr8297408

Specialized agent for setting up Next.js 16+ projects and enforcing a Business-Oriented Modular Architecture (Screaming Architecture). Handles project scaffolding, App Router structure, path aliases, and file c...

GitHub

qiita-operations

toku345

Qiita CLI操作とワークフローの共通知識。記事作成、公開状態変更、プレビュー時に参照。

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