ETL pipeline construction, data warehouse design, batch processing workflows, and data-driven feature development
Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics infrastructure, or modern data stack implementation.
Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
Uses power tools
Uses Bash, Write, or Edit tools
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Internal AI development toolkit with 108 specialized agents and 140 skills for accelerated software development.
Prima Delivery provides a comprehensive collection of AI-powered development tools organized into focused, single-purpose components:
| Component | Count | Description |
|---|---|---|
| Agents | 108 | Specialized AI assistants for specific domains |
| Skills | 140 | Modular knowledge packages with progressive disclosure |
| Plugins | 72 | Workflow bundles combining agents, skills, and commands |
Install using OpenPackage for multi-platform support (Copilot, OpenCode, Claude Code, Cursor, Windsurf, and more):
# Install OpenPackage CLI
npm install -g opkg
# Install full toolkit (all 72 plugins)
opkg install gh@esimplicityinc/prima-delivery
# Install specific plugins
opkg install gh@esimplicityinc/prima-delivery --plugins debugging-toolkit
opkg install gh@esimplicityinc/prima-delivery --plugins python-development backend-development
# Install specific agents only
opkg install gh@esimplicityinc/prima-delivery --agents docs-architect code-reviewer
# Install to global scope (user-wide)
opkg install gh@esimplicityinc/prima-delivery -g
Supported Platforms:
Add Prima Delivery agents to your GitHub Copilot setup:
# Copy Copilot instructions to your project
cp .github/copilot-instructions.md /path/to/your/project/.github/
# Or copy individual agent files
cp -r .github/agents/ /path/to/your/project/.github/agents/
Copy the .opencode/ directory to your project root:
cp -r .opencode/ /path/to/your/project/
Or install globally:
cp -r .opencode/ ~/.config/opencode/
Structure:
.opencode/
├── agents/ # 108 agent markdown files
├── skills/ # 140 skill directories
├── commands/ # Custom slash commands
└── plugins/ # TypeScript plugins
Add the marketplace to your Claude Code installation:
/plugin marketplace add [internal-path]/prima-delivery
Install specific plugins:
/plugin install python-development
/plugin install backend-development
/plugin install security-scanning
backend-architect - API design, microservices, database schemasfrontend-developer - React, responsive layouts, state managementdatabase-architect - Schema design, technology selection, optimizationpython-pro, typescript-pro, golang-pro, rust-projava-pro, csharp-pro, ruby-pro, php-proc-pro, cpp-pro, elixir-pro, haskell-procloud-architect - AWS/Azure/GCP infrastructurekubernetes-architect - Container orchestration, GitOpsterraform-specialist - Infrastructure as Codedeployment-engineer - CI/CD pipelinescode-reviewer - Code review with security focussecurity-auditor - Vulnerability assessment, OWASPtest-automator - Unit, integration, e2e testingperformance-engineer - Profiling, optimizationai-engineer - LLM applications, RAG systemsml-engineer - ML pipelines, model servingdata-scientist - Analysis, modeling, BigQuerydata-engineer - ETL, data warehousesdocs-architect - Technical documentationapi-documenter - OpenAPI/Swagger specstutorial-engineer - Step-by-step guidesSkills provide specialized knowledge that agents can load on-demand:
async-python-patterns - AsyncIO, concurrencytypescript-advanced-types - Generics, type inferencerust-ownership-patterns - Memory safety, borrowingkubernetes-manifest-patterns - K8s configurationsterraform-module-library - IaC templatesistio-traffic-management - Service meshrag-implementation - Retrieval-augmented generationprompt-engineering-patterns - LLM optimizationlangchain-architecture - LLM application frameworksView complete skills reference
# Development
/plugin install python-development # Python with 5 skills
/plugin install javascript-typescript # JS/TS with 4 skills
/plugin install backend-development # APIs with 3 skills
# Infrastructure
/plugin install kubernetes-operations # K8s with 4 skills
/plugin install cloud-infrastructure # Cloud with 4 skills
npx claudepluginhub p/esimplicityinc-data-engineering-plugins-data-engineeringAgent and skill creation, diagnosis, and maintenance. Build new agents through guided workflows and fix misbehaving agents with evidence-based analysis.
Git workflow automation, pull request enhancement, and team onboarding processes
Code cleanup, refactoring automation, and technical debt management with context restoration
Database architecture, schema design, and SQL optimization for production systems
Multi-agent system optimization, agent improvement workflows, and context management
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Harness-native ECC operator layer - 67 agents, 278 skills, 94 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
Complete developer toolkit for Claude Code
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.