keboola/ai-kit
Keboola prompt repository for sharing, co creating and improving AI agentic workloads. Both customer's and developers
npx skills add keboola/ai-kitREADME
Welcome to Claude Kit š
This repository is the central library for all AI prompts and agent configurations used across the organization. Its purpose is to foster collaboration, maintain high standards, and accelerate our work by sharing effective and well-tested prompts and specialized agents.
Installation
Install skills using add-skill: npx add-skill keboola/ai-kit
Alternatively, install via the Claude Code plugin marketplace:
/plugin marketplace add keboola/claude-kit
After installation, enable the plugins you need:
/plugin install developer
Repository Structure
The repository is organized into a plugin-based architecture to make prompts and agents easy to discover and use:
claude-kit/
āāā .claude-plugin/
ā āāā marketplace.json # Marketplace configuration
āāā plugins/
ā āāā developer/ # Developer toolkit plugin
ā āāā .claude-plugin/
ā ā āāā plugin.json # Plugin configuration
ā āāā agents/ # AI agents (code review, security, etc.)
ā āāā commands/ # Slash commands (PR creation, etc.)
ā āāā scripts/ # Automation scripts (settings install hook)
ā āāā templates/ # Configuration templates (settings.json)
ā āāā README.md # Plugin documentation
āāā README.md # This file
āāā LICENSE # MIT license
Available Plugins
Developer Plugin
Location: ./plugins/developer
A comprehensive toolkit for developers including specialized agents for code review, security analysis, code quality management, and workflow automation.
Features:
- š¤ 4 Agents: Code review, security analysis, code mess detection & fixing
- ā” 1 Command: AI-powered PR creation
- š 1 MCP Server: Linear integration
- š Auto-install Settings: SessionStart hook that installs team-wide permissions automatically
ā View Developer Plugin Documentation
Component Developer Plugin
Location: ./plugins/component-developer
A specialized toolkit for building production-ready Keboola Python components following best practices and architectural patterns.
Features:
- š¤ 1 Agent: Keboola component builder with comprehensive knowledge
- šļø Component Architecture: Cookiecutter template integration
- š Configuration Schemas: JSON Schema with UI elements
- š CSV Processing: Memory-efficient patterns
- š State Management: Incremental data processing
- š CI/CD Integration: Developer Portal and deployment workflows
ā View Component Developer Plugin Documentation
Data App Developer Plugin
Location: ./plugins/dataapp-developer
A specialized toolkit for building production-ready Streamlit data apps for Keboola deployment with a systematic validate ā build ā verify workflow.
Features:
- šÆ 1 Skill: Data app development with validate ā build ā verify workflow
- š Data Validation: Automatic schema checking using Keboola MCP
- šØ Visual Verification: Browser testing with Playwright MCP
- šļø SQL-First Architecture: Best practices for scalable data apps
- š Comprehensive Docs: Quickstart, workflows, templates, and checklists
- š”ļø Bug Prevention: Catches common issues before they become problems
- š 2 MCP Servers: Keboola (remote HTTP) and Playwright (browser automation)
ā View Data App Developer Plugin Documentation
Incident Commander Plugin
Location: ./plugins/incident-commander
A specialized toolkit for incident response, helping incident commanders create comprehensive post-mortem documents from Slack incident channels.
Features:
- 1 Command: Post-mortem creation from Slack incident channels
- Confluence Integration: Reads templates and creates structured documents
- Slack Integration: Gathers incident information from channels and threads
- Structured Output: Overview, Impact, Timeline, Action Items, and more
- Blameless Format: Focuses on systems and processes, not individuals
ā View Incident Commander Plugin Documentation
MCP Server Setup
Some commands and plugins require MCP (Model Context Protocol) servers to be configured. If MCP tools are not available when running a command, use the /mcp command to authenticate and configure them.
Atlassian (Confluence & Jira)
Required for commands like /create-postmortem that interact with Confluence.
claude mcp add --transport sse atlassian https://mcp.atlassian.com/v1/sse
After adding the MCP server, run /mcp to authenticate with your Atlassian account.
Slack
Required for commands like /create-postmortem that read inc
...