Python plugins

Process PDF, Word, PowerPoint, Excel documents and build interactive HTML artifacts with React, Tailwind, and shadcn/ui. Apply brand themes, generate art, and automate document creation with design guidance, testing, and MCP server skills.

Orchestrate 1,388 specialized AI skills in Claude Code to automate expert workflows for Azure SDK integrations, Odoo/Shopify configs, SEO audits, security pentests, full-stack scaffolding, agent building, and DevOps pipelines across Python, React, AWS, Kubernetes.

Generate comprehensive documentation, code explanations, and tutorials from existing codebases, with automated doc generation via CI/CD and integrated AI-powered code review for quality and security.

Modern Python development with 3.12+, async patterns, FastAPI/Django scaffolding, testing, packaging, and production best practices including observability, resilience, and code quality tooling

Accelerate academic publishing workflows for Nature/high-impact journals: conduct multi-source literature searches with citation verification, draft and polish manuscript sections, generate submission-grade figures in Python or R, prepare data availability statements, convert papers to Chinese patent drafts or PPTX presentations, simulate peer review, and produce reviewer response letters.

Design and deploy LLM applications with LangGraph agents, RAG systems, vector search, and advanced prompt engineering. Covers embedding model selection, hybrid retrieval, evaluation, and production scaling for chatbots and AI assistants.

Design and implement backend systems with REST/GraphQL APIs, microservices, event sourcing, CQRS, and Temporal workflows, including testing, security auditing, and performance optimization.

Automate technical debt reduction, dependency updates, and code refactoring by scanning for vulnerabilities and code smells, generating prioritized remediation plans, and leveraging AI-powered test automation and code review.

Generates professional PowerPoint presentations, videos, music, images, and podcasts from text prompts. Conducts deep research, analyzes data with SQL, creates polished frontend UIs, and deploys to Vercel — all within a conversational AI workflow.

Run comprehensive security analysis: SAST vulnerability detection across multiple languages, dependency scanning with automated remediation, threat modeling (STRIDE/attack trees), container and cloud security hardening, and compliance checks (OWASP Top 10, GDPR/HIPAA/SOC2) — all automated through CLI commands and agents.

Provides structured guidance for executing cybersecurity operations across penetration testing, incident response, threat hunting, cloud security, and malware analysis, with step-by-step procedures and tool usage.

Accelerate full-stack development with 66 specialized skills covering 12 languages, frontend/backend frameworks, infrastructure, DevOps, security, and testing, plus Jira/Confluence project management commands for epic planning, discovery, and retrospectives.

Create, edit, and analyze office documents, spreadsheets, and presentations (DOCX, XLSX, PPTX, Google Sheets, Google Slides, PDF) with CLI-driven automation and format conversion.

Generate unit and integration tests for Python and JavaScript with mocking, edge cases, and framework-specific patterns. Includes debugging and test automation with self-healing tests and CI/CD integration.

Design and document software architecture with Architecture Decision Records, clean architecture, DDD, event sourcing/CQRS, and microservices patterns. Generate architecture diagrams and analyze project structure for codebase reviews.

Design, build, and package MCP servers for Claude with tool patterns, auth, deployment models, and interactive UI widgets — then bundle servers into standalone .mcpb files that run without Node or Python on the user's machine.

Build production data pipelines with Apache Airflow, dbt, and Spark, including vector database integration for RAG systems and embedding model optimization.

Analyze business performance with AI-powered KPI frameworks, market sizing (TAM/SAM/SOM), predictive modeling, financial projections, and startup metric optimization for data-driven strategic planning

Develop, deploy, and maintain Odoo ERP systems: Docker-based infrastructure, custom module development, ORM query patterns, performance tuning, eCommerce and Sales/CRM workflows, and security access control.

Build and automate end-to-end ML pipelines including data ingestion, feature engineering, model training, deployment, and monitoring, with multi-agent orchestration across cloud platforms and production ML infrastructure.

Generate stateful CLI interfaces for any GUI application using the cli-anything harness methodology. Includes commands to build, list, refine, test, and validate CLI harnesses, enabling interactive REPL sessions and JSON output.

Build business analytics workflows: design KPI dashboards with metrics selection and visualization best practices, transform raw data into compelling narratives for stakeholder presentations, and leverage an AI agent for predictive modeling and strategic recommendations using SQL and Python on Snowflake or BigQuery.

Develop production-ready Python backends with async patterns, modern frameworks (FastAPI, Django), and best practices for architecture, testing, and performance.

Backtest trading strategies, compute portfolio risk metrics (VaR, Sharpe, drawdown), and optimize portfolios using statistical arbitrage and position sizing — all through quantitative analyst and risk specialist agents.

Audit dependencies across multiple languages for vulnerabilities, license issues, and outdated packages, with actionable remediation strategies. Also modernizes legacy codebases through safe, incremental framework migrations and dependency updates.

Build FastAPI APIs following best practices for Pydantic models, dependency injection, and streaming (SSE, JSON Lines, bytes). Keep code clean and up to date with the latest FastAPI features, including serving frontend applications.

Design, build, and evaluate autonomous AI agents with behavioral testing, RAG systems, prompt engineering, and MCP server creation for external tool integration.

Establish a disciplined coding workflow combining planning, conventional commits, incremental code quality improvements, automated linting and auditing, and systematic debugging for Node.js, TypeScript, and Python projects.

Build and orchestrate production data pipelines with Apache Airflow, dbt, and Spark, including data quality validation, medallion-architecture transformations, and batch/streaming pipeline architecture design. Supports data-driven feature development from analysis through A/B testing and post-launch measurement.

Build and optimize LLM applications with production-ready patterns for RAG pipelines, context window management, prompt caching strategies, and observability using Langfuse.

Provides a team of specialized expert agents that each deep-dive into specific languages and frameworks—from Angular and React to Rust, Go, Java, Swift, and more—so you can delegate complex, language-specific tasks like architecture design, performance optimization, and enterprise patterns to the right expert on demand.

12-agent pipeline for academic paper writing: structures outlines, writes drafts, verifies citations, generates bilingual abstracts, formats to journal style (LaTeX/DOCX/PDF), simulates peer review, and produces publication-ready figures with colorblind-safe palettes.

Instantly access 149 ready-to-use agent skills for scientific research, data analysis, machine learning, bioinformatics, and technical writing across domains. Execute experiments, analyze sequences, run simulations, generate reports, and automate lab workflows without writing boilerplate.

Analyze conversation transcripts and tool usage to identify problematic patterns, then create YAML-based hook rules with regex triggers that block or warn on unwanted behaviors. Manage, enable, and disable rules interactively.

Automate performance analysis, test coverage review, and AI-powered code quality assessment across PRs and codebases using multi-agent reviews, static analysis tools, and observability agents for scaling, caching, and load testing.

Evaluates Claude Code plugins and skills across quality dimensions using static analysis and LLM judge scoring, producing composite scores, badges, and actionable recommendations.

Conduct market research, competitive analysis, trend forecasting, and idea validation using specialized AI agents that gather and synthesize data from web sources, scientific papers, and databases into actionable strategic recommendations.

Scaffolds production-ready REST and GraphQL APIs with framework selection (FastAPI, Django), async patterns, dependency injection, microservices architecture, and scalable backend design.

Deploy full-stack applications to Azure Container Apps with Bicep infrastructure, develop Azure Functions with production patterns, integrate Azure OpenAI and AI Search, instrument Node.js with OpenTelemetry monitoring, and authenticate using Azure Identity SDK.

Integrate third-party APIs for search, CRM, payments, fintech, and communications with expert patterns covering authentication, webhooks, SDK usage, and compliance.

Design and implement Domain-Driven Design architectures with CQRS, event sourcing, and saga patterns for complex business domains and distributed systems.

Provides product management workflows for startup founders, including RICE prioritization, customer interview analysis, PRD generation, competitive analysis, Stripe payment integration, conversion-focused marketing copy, and SaaS launch planning using the ORB framework.

Orchestrate a structured legacy codebase modernization pipeline — discover and assess systems, extract business rules, map dependencies, uplift versions across stacks (Java, .NET, Node, Python), and harden with adversarial security reviews and behavioral equivalence tests.

Autonomous financial research associate that produces sector primers, competitive landscape decks, comparable company analyses, stock screens, and investment idea shortlists — outputs structured Excel and PowerPoint files.

Plan and execute safe, incremental codebase migrations across frameworks, languages, and databases—covering AngularJS-to-Angular upgrades, React modernization, database schema migrations, and dependency version management—with automated risk assessment, rollback strategies, and legacy system modernization using the strangler fig pattern.

End-to-end AI and data engineering suite covering data pipelines, ML model development, LLM architecture, MLOps, database optimization, and prompt engineering for production systems.

Guides developers through the full lifecycle of launching and monetizing a SaaS product, from MVP development and payment integration to product analytics, email marketing, referral programs, pricing strategies, and SEO optimization.

Audits and fixes WCAG 2.2 accessibility violations, generates fix worklists, diffs violations against baselines, automates screen reader and Playwright testing workflows.

Simulates a multi-perspective academic peer review process with 5 independent reviewers (EIC, 3 peers, Devil's Advocate) and multiple review modes, synthesizing reports into an editorial decision letter and revision roadmap.

Guides building MCP servers using FastMCP (Python) or MCP SDK (Node/TypeScript) to let LLMs interact with external services through custom tools, covering tool naming, error handling, and protocol design.

Enforce a structured coding workflow: generate atomic task plans, commit with conventional messages, run lint/type/security checks after every change, debug systematically with root-cause analysis, and follow test-driven development.

Integrate payment processing, subscription management, and commercial CRM workflows: Stripe subscriptions, PayPal transactions, Plaid financial data, HubSpot CRM automation, and Algolia search-powered product discovery.

Orchestrate a full autonomous engineering pipeline from planning through PR creation, with multi-agent code review, browser testing, documentation management, and design verification against Figma.

Scaffold, validate, and verify Claude Agent SDK applications in Python or TypeScript, ensuring correct configuration, best practices, and deployment readiness.

Analyze financial data with ratio calculations, DCF modeling, and Monte Carlo simulations, and generate branded documents (PowerPoint, Excel, PDF) using Acme Corp brand guidelines.

Equips startup founders with structured skills for competitive analysis, market positioning, conversion copywriting, SaaS launch planning, pricing strategy, product management workflows, and Stripe payment integration.

Provides a complete data analytics workflow from tracking and modeling to dashboards and visualization, including A/B testing, product analytics, predictive modeling, and dbt pipeline patterns.

Enables end-to-end data analytics workflows: design tracking systems, validate data quality with dbt, optimize SQL and Postgres performance, run structured A/B tests, and transform raw data into executive-ready narratives.

Automate web application testing across end-to-end, load, and accessibility domains with Playwright, Puppeteer, and k6, enforce test-driven development, debug failures, and review code quality.

Build and test AI agents and MCP servers: design autonomous agents, implement RAG pipelines, manage LLM context windows, build MCP servers from scratch, and use observability with Langfuse. Includes prompt engineering, agent testing, and LangGraph patterns.

Automate creation, editing, and conversion of documents, spreadsheets, and presentations using Google Workspace, LibreOffice, Microsoft Office, and command-line tools for DOCX, XLSX, PPTX, and PDF workflows.

Build production-ready Python backends with async patterns, FastAPI/Django architecture, testing strategies, and modern tooling (uv, ruff, pydantic). Guides framework selection, project structure, and performance optimization for Python 3.12+ applications. Includes async web APIs, microservices, real-time systems, and TDD workflows.

Run a full security engineering workflow: web app penetration testing with Burp Suite, cloud infrastructure assessment on AWS/GCP, Linux privilege escalation, DevSecOps auditing for Docker/Kubernetes, threat modeling with STRIDE/PASTA, and OWASP-based vulnerability analysis.

Build and orchestrate production data pipelines with Airflow, dbt, and Spark, including data quality validation, streaming architectures, and vector database integration for RAG systems.

Design, build, and document production-ready Python APIs with FastAPI and Django, including async patterns, OpenAPI spec generation, Pydantic models, and testing strategies.

Generates creative design artifacts including p5.js generative sketches, design philosophy manifests, brand voice analysis with SEO-optimized content, and production-grade frontend designs with cohesive design systems.

Design and implement Domain-Driven Design architectures with CQRS, event sourcing, and saga patterns for complex business domains and distributed systems.

Run structured AI product evaluation and operations workflows including A/B testing, LLM agent benchmarking, product analytics, and observability.

Integrate payment processing, CRM, communication, search, and financial APIs with expert patterns for Stripe, HubSpot, Twilio, Algolia, and Plaid, including webhooks, OAuth, and event-driven architectures.

Deploy and manage Azure cloud applications with skills for Azure Container Apps deployment via Azure Developer CLI, Azure OpenAI integration for .NET, Azure Functions development patterns, Azure Identity authentication, Azure Monitor telemetry for Node.js, and Azure AI Search vector/hybrid search capabilities.

Develop and deploy Odoo ERP applications with skills for Docker infrastructure, custom module scaffolding, ORM querying, performance optimization, and business configurations (eCommerce, CRM, sales).

Create, edit, and analyze office documents, spreadsheets, and presentations (DOCX, XLSX, PPTX, Google Docs/Sheets/Slides, PDF) via CLI scripts and Python libraries, with support for format conversion and financial model standards.

Author, review, and manage agent skills with tiered templates, progressive disclosure, and safety notes. Generate API docs, architecture diagrams, and technical references from code. Enforce code quality checks and verification before completion claims.

Apply security best practices across the full application stack, from secure backend coding and API authentication to frontend XSS prevention and CI/CD secrets management, with support for threat modeling and compliance standards like PCI DSS.

Automate localization and international growth workflows: i18n audits, hreflang validation, structured data optimization, SEO content strategy, market research, and analytics tracking.

Analyze business data with AI-powered analytics, design KPI dashboards, calculate market sizing (TAM/SAM/SOM), build 3-5 year financial models, and track startup metrics from seed to Series A.

Access a team of domain-specific expert agents for blockchain, fintech, gaming, IoT, payments, mobile, SEO, and enterprise risk — each specialized in their industry's tools, compliance, and best practices.

Manage Hugging Face Hub resources—models, datasets, Spaces, jobs—and deploy, fine-tune, and evaluate ML models on SageMaker or cloud GPUs, all from Claude Code.

Build, integrate, and debug AI-powered chat and agent features in CopilotKit projects, from setup to production across frontend and backend.

Add DeepEval evaluation loops, tracing, and dataset generation to AI applications, enabling span-by-span observability in Confident AI and iterative improvement on failures.

Parse investor onboarding document packets into structured KYC fields, apply AML rules to assign risk ratings and flag gaps, and generate .xlsx reports for escalation review.

Write SQL, explore datasets, and generate insights faster. Build interactive dashboards and publication-quality visualizations, then QA and present findings to stakeholders.

Apply advanced prompt engineering patterns including few-shot learning, chain-of-thought, structured outputs, and prompt optimization to maximize LLM performance and reliability in production applications.

Build and audit investment-grade financial models (DCF, LBO, 3-statement), comparable company analyses, and competitive landscape decks directly from Claude, with data sourced from Morningstar, FactSet, Moody's, PitchBook, and other financial APIs.

Generate Python-powered creative UI/UX layouts with AIDA page structures, GSAP ScrollTriggers, and bento grids for high-end motion design.

Set up, diagnose, and manage ML training and inference on NVIDIA DGX Spark (aarch64/CUDA 13) hardware. Handles environment configuration, unified memory and thermal management, and preflight checks for common failure modes like ABI mismatches and OOMs.

Manage the complete LLM fine-tuning lifecycle with eval-gated checkpoints: from data preparation and method selection (SFT, DPO, GRPO) through training with LoRA/QLoRA, vision SFT, and quantized export, all gated by capability drift and arena evaluations.

Get real-time Python type checking, diagnostics, and code intelligence (go-to-definition, find references) directly in Claude Code using the Pyright language server.

Generate, validate, and review CAD models, robot descriptions (URDF/SDF/SRDF), G-code for 3D printing, and DXF cut layouts from natural language or images, with local viewer and SendCutSend order checks.

Audit Anthropic Cookbook notebooks against a rubric and style guide, scoring narrative quality, code quality, technical accuracy, and actionability.

Configure and run SAST tools (Semgrep, SonarQube, CodeQL) for automated vulnerability detection in application code, with support for custom rules, CI/CD integration, quality gates, and false positive triage

Build and run evaluators for AI/LLM applications using Phoenix, covering code-first eval design, judge model selection, RAG evals, synthetic data generation, and production guardrails.

Build, debug, and deploy n8n automation workflows with AI agent guidance, covering node configuration, expression validation, error handling, sub-workflow design, and production deployment on Linux via Docker Compose.

Write docstrings for PyTorch functions and methods following PyTorch conventions, using Sphinx/reStructuredText format for contributions to PyTorch code.

Audit pre-generated LP capital-account statements against the fund NAV pack before distribution, recomputing capital accounts, tying out balances, allocations, and fees, and flagging line-by-line discrepancies. Also audits spreadsheets for formula errors, hardcodes, and financial model integrity.

Write high-performance Python async code using asyncio, concurrent programming patterns, and async/await for building non-blocking APIs and I/O-bound applications.