Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
python-pydantic-coding-agent
A skill that configures the agent to design, refactor, validate, and debug Pydantic v2 and v1 models, validators, and settings. Use this skill for structured data modeling, API schema generation, validation logic, or Pydantic version migration tasks.
bootstrap
Smart repo bootstrapping for Agentic flow (AGENTS.md)
cicd-setup
Automated CI/CD pipeline setup using GitHub Actions with automatic secret configuration via GitHub CLI. Generates platform-specific workflows (Vercel, DigitalOcean, Railway) and configures repository secrets automatically. Use when setting up continuous deployment, configuring GitHub Actions, automating deployments, or when user mentions CI/CD, GitHub Actions, automated deployment, or pipeline setup.
verify-inference-example
Verify a CVlization inference example is properly structured, builds successfully, and runs inference correctly. Use when validating inference example implementations or debugging inference issues.
agilepm
Enterprise agile product management workflows for PAI. USE WHEN user needs PRD creation, epic decomposition, user story generation, sprint planning, or structured agile project management. Provides BMAD-quality rigor with PAI simplicity.
markdowntown-backend
Backend API routes, Prisma schema/migrations, and server-side validation patterns for markdowntown. Use when editing Next.js App Router API handlers, Prisma models/migrations, auth/session gating, rate limits, cache revalidation, or backend validation logic.
assistant-juridique-fr
Compétence optimisant Claude pour des tâches juridiques en droit français (Version 5.0). Utiliser lorsque l'utilisateur demande une assistance juridique, une analyse de droit français, une rédaction d'acte juridique, une consultation, une recherche juridique, une veille juridique, ou l'analyse de documents juridiques. Protection renforcée anti-hallucination des références. Cette compétence ne remplace pas l'expertise humaine - Ius est ars boni et aequi. Créée par Christophe Quézel-Ambrunaz, Université Savoie Mont Blanc.
multi-agent-integration
Integrate Claude agents into training and live trading (v3.0). Trigger when: (1) setting up multi-agent training, (2) adding agent consultation to live trading, (3) configuring orchestrator, (4) understanding agent roles and safety mechanisms.
templ-foundation
Initialize Go templ project with CLI tools and basic structure. Use when starting new templ project, setting up Go HTML templating, mentions 'templ project', 'templ setup', or creating server-side rendered Go web application.
marketing-list
Generate targeted marketing lists from property data. Use when creating mailer or cold call campaigns.
coding-patterns
Modern coding patterns for clean, maintainable code - use before implementing complex logic; includes orchestration, pure functions, function decomposition, vertical slice, composition, DI, SOLID, anti-patterns; prevents code complexity bloat and testability issues
root-cause-analyzer
Analyze reproduction evidence to identify the root cause of bugs. Use after reproduction to trace execution and find the exact location and reason for the failure.
cto-mentor
Provides CTO-level guidance for AI-first products, platforms, and org design. Makes pragmatic, execution-focused decisions optimized for product moat, safety, and shipping velocity.
maintainer-skill
Maintain the atlassian_confluence_cloud_v2_client SDK project. Use when asked to generate SDK code from OpenAPI spec, debug API issues, fix OpenAPI spec errors, or run the maintenance cycle.
supabase-queries
Quick database queries and notification testing for sbhq-mobile. Use when querying contests, users, notifications, or testing push notifications.
lineage-analyzer
Analyzes dbt model dependencies, traces upstream sources and downstream consumers, identifies circular dependencies, and visualizes data lineage. Use when user asks about model dependencies, wants to understand data flow, needs impact analysis, or wants to trace where data comes from or goes to.
async-patterns-guide
Guides users on modern async patterns including native async fn in traits, async closures, and avoiding async-trait when possible. Activates when users work with async code.
gemini-document-processing
Guide for implementing Google Gemini API document processing - analyze PDFs with native vision to extract text, images, diagrams, charts, and tables. Use when processing documents, extracting structured data, summarizing PDFs, answering questions about document content, or converting documents to structured formats. (project)
widget-creation
Create new desktop widgets for the 3SC WPF widget host. Use when adding a new widget type or instance, including its domain model, persistence, viewmodel, view, and registration in the shell/launcher flow.
miyabi-orchestration
Miyabi CoordinatorAgent統合スキル - DAGベースのタスク統括・並列実行制御。GitHub Issueを複数タスクに分解し、依存関係グラフを構築して並行実行を統括。Use when:- 複数タスクの並列実行が必要な時- Issueをタスク分解する時- DAG(有向非巡回グラフ)で依存関係を管理する時- Agent実行の統括・オーケストレーションが必要な時- "agent-run", "並列実行", "タスク分解", "DAG" がキーワードに含まれる時