Official plugins

Triage, diagnose, and fix runtime bugs using structured debugging workflow, then verify the fix end-to-end.

Reproduce a bug as a failing regression test, fix until green, review, and commit via a delegated pipeline.

Pressure-test GDPR compliance with article-cited questions and generate audit readiness evidence.

Generate a complete MCP server project in Python with tools, resources, and proper configuration using uv and the MCP SDK.

Pressure-test an ISMS and generate audit evidence for ISO 27001 certification readiness.

Install this pack to optimize web performance by measuring and fixing Core Web Vitals.

Research, plan, write, and publish an SEO-optimized article with quality checks.

Install this pack to publish an SEO-optimized, on-brand article from content to deployment.

Restructure code while preserving behavior: confirm tests are green, refactor in small steps, keep tests green, review, and commit.

Gather and structure scientific papers for RAG ingestion using Semantic Scholar and BGPT.

Sets up evaluation framework, runs benchmarks, and produces comparative analysis of agent performance.

Publish an SEO-optimized on-brand article from keyword research to final post.

Audit a website for SEO issues, analyze on-page elements, and implement fixes to improve organic performance.

Create a data-driven content brief, write and optimize the article, and enforce SEO quality.

Deploy a web application safely with pre-deployment audit, rollout plan, canary monitoring, and rollback strategy.

Write a structured spec, plan vertical slices, and build iteratively with TDD and gated commits.

For scrum masters and PMs planning sprints: plan sprint, run retro, and facilitate pre-mortem risk analysis.

For threat analysts correlating IOCs, building campaign graphs, and producing intelligence reports.

Deploy and manage open-source CTI tools for threat intelligence operations.

Audit a web app against WCAG 2.2 AA, then apply fixes for identified issues.

Measure performance, identify bottlenecks, and apply fixes to improve Core Web Vitals.

For C/C++ developers needing debugging tools, memory analysis, and GDB integration.

Analyze competitor, score dimensions, and produce a battlecard with positioning and objection handling.

Generate component specifications, pattern library entries, and design system documentation for UI consistency.

Transform git commits and tickets into user-facing release notes and a categorized changelog.

Fine-tune transformer language models using TRL with support for SFT, DPO, GRPO, and reward model training.

Research audience, plan campaign, create content, and publish across channels for a product launch.

Review a GitHub PR with structured analysis including blast radius, security, test coverage, and performance, then verify and merge.

Transform git commits into polished, user-facing release notes organized by category.

For users running AgentHub competitions: initialize, spawn agents, monitor progress, and merge winners.

Analyze a screen recording of a manual process and produce automation scripts.

For developers building production-grade backends with NestJS, Spring Boot, or Ktor, covering architecture patterns and best practices.

Create comprehensive architectural documentation with diagrams and ADRs for a codebase.

Generate a complete MCP server project with tools, resources, and proper configuration.

Install this pack to test and debug a web application in a real browser using Chrome DevTools MCP.

Define ICP, select beachhead segment, and build a complete GTM plan with channels and metrics.

Plan, create, and deploy a multi-channel campaign from positioning to content distribution.

For traders and analysts: analyze volatility surfaces, skew, IV rank, and options strategies with real market data.

Launch a new product with a multi-channel campaign from strategy to asset creation.

Identify beachhead segment, create go-to-market strategy, and execute launch to acquire first customers.

Automate project releases with version bumping, multi-language changelog generation, and GitHub Release creation.

Install this pack to research, write, and publish an SEO-optimized article that aligns with your brand voice.

Installs a pipeline to validate, plan, execute, and enforce Firebase security best practices.

Plan, implement, commit, and create a GitHub release with proper versioning.

For n8n users building modular, reusable workflows with sub-workflows, error handling, and naming conventions.

For .NET developers managing Azure PostgreSQL and MySQL Flexible Server deployments with the Azure SDK.

Build a production RAG pipeline and persistent agent memory using Pinecone as the vector database backend.

Repurpose and distribute content to X, LinkedIn, Threads, and Bluesky.

Create a structured specification, design a consistent REST API, and generate OpenAPI documentation.

Coordinate staged releases across Stripe, Supabase, and Vercel from the shell using Composio CLI.

For architects evaluating Google Cloud workloads against the Well-Architected Framework pillars: reliability, cost optimization, and operational excellence.

Execute a predefined implementation plan step by step using isolated git worktrees and structured version control.

For founders and fundraising teams to produce a polished pitch deck and supporting investor materials.

Install this pack to produce a decision-oriented market research report with competitive analysis, market sizing, and source attribution.

Install this pack to transform a raw product idea into clarifying questions, deep research, a PRD, and a phased execution plan with kill criteria.

Run a competitive analysis by researching competitors, analyzing their strategies, and producing actionable insights.

Deliver a new feature by writing specs, implementing incrementally with TDD, and verifying before completion.

Analyze a stock, score it via Buffett or GBM, and log a thesis with exit triggers.

Installs a pipeline to plan the walkthrough, record the demo, and verify the output.

For digital forensics analysts investigating Windows systems using registry artifacts, prefetch, and event logs.

Install this pack to analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.

For Python developers on Azure who need to query logs and set up OpenTelemetry instrumentation.

Set up a 3D scene, load models, and add user interaction using Three.js.

Research, plan, implement with TDD, review, and commit a new feature.

Turn a design or spec document into a working MVP by planning thin vertical slices, scaffolding, then building iteratively with TDD and gated commits.

Install this pack to create a sales-ready competitive battlecard with positioning, feature comparison, and objection handling.

Document component anatomy, variants, and usage patterns for consistent implementation.

Plan and conduct customer discovery interviews, summarize findings, and synthesize into actionable user personas.

Map the end-to-end customer journey, identify friction points, and uncover improvement opportunities.

Creates a GKE cluster, configures networking, sets up observability, and applies reliability patterns.

Design a pricing strategy by analyzing market, evaluating financial impact, and recommending pricing models.

Select, train, and upload a fine-tuned transformer model using Hugging Face tools.

Generate a comprehensive README.md by analyzing the codebase and following best practices.

Processize an idea into a manual workflow, then build a minimal MVP using lean startup principles.

Write, review, and publish a developer-focused technical blog post following brand guidelines and SEO best practices.

Install foundational motion tokens, UI patterns, and accessibility enforcement for React/Next.js.

Installs a pipeline to harden, audit, verify, and deploy a Django app securely.

Generate a brand design guide including color palette, typography, UI components, and mockups.

Sets up CI/CD pipeline, deploys with staged rollout, configures observability, and enforces safety checks.

Install this pack to create detailed, actionable user personas from research data with jobs-to-be-done and behavioral insights.

Document REST API endpoints with OpenAPI specs and developer-friendly docs.

Write clear, helpful UI copy including microcopy, error messages, and empty states.

For Azure developers managing API Center resources with Python and .NET SDKs.

For data engineers to query and manage big data on Azure with Kusto and Data Lake.

For Python developers building secure Azure applications with authentication and blob storage.

For Python developers managing Azure Blob, File Share, and Data Lake Storage Gen2 using the official SDK.

Install this pack to build an accessible, performant React UI component from design to audit.

Install this pack to build a Blazor Web App with authentication and interactive components.

Build real-time, bidirectional streaming applications with the Gemini Live API, covering WebSocket-based audio/video/text streaming and function calling.

Design a GraphQL schema, implement resolvers with DataLoader, and integrate with Apollo.

Build an MVP by validating the idea, planning the build, and executing with lean principles.

Install this pack to build and manage a company research profile with fundamentals, valuation bands, red flags, and events.

Discover, instantiate, and configure a .NET project from a template with smart defaults and NuGet package management.

Design and implement a form that minimizes friction, prevents errors, and is accessible.

Generate an llms.txt file for LLM-friendly project documentation following the specification.

From persona research to positioning workshop, this pack delivers actionable customer insights and positioning.

Install this pack to create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.

Install this pack to diagnose and fix slow or failing .NET builds using binary logs and performance analysis.

Diagnoses an AI workflow and applies structured improvements for quality and reliability.

From hypothesis to impact reporting, this pack enables rigorous experimentation and evidence-based decisions.

For developers using Google's Agent Platform to build RAG applications with Gemini and managed corpora.

Install this pack to design a logo and create matching Open Graph images for social sharing.

For product managers and finance ops: brainstorm strategies, evaluate financial impact, then execute billing workflows.

Generates binary logs, diagnoses bottlenecks, and optimizes build configuration for faster CI.

From market sentiment to trade idea, score contracts, simulate P&L, and get execution-ready.

Compare Polymarket probabilities with options-implied probabilities to find arbitrage opportunities.

Install this pack to rank a backlog of feature ideas and identify the top 5 to pursue.

From market analysis to north star metric, this pack builds a complete product strategy foundation.

For developers running comprehensive verification pipelines for Laravel or Quarkus projects before PRs or releases.

Design, build, and audit a landing page that is accessible, performant, and on-brand.

Create platform-specific screenshots with device mockups and gallery ordering.

Scaffold and publish a mobile-first page with responsive layout and design tokens.

Assesses security requirements, identifies risks, and provides actionable recommendations for IAM, network, and data protection.

Installs a pipeline to harden, audit, verify, and enforce security for Laravel apps.

Installs a pipeline to validate, plan, execute, and enforce a secure Rust code review.

Installs a pipeline to validate, plan, execute, and enforce a secure SQL code review.

Installs a pipeline to harden, audit, verify, and enforce security for Spring Boot services.

Generate hero, lifestyle, feature, and detail images optimized for Amazon or other platforms.

Install this pack to ship a GSAP-animated landing page with scroll-driven effects and performance checks.

Install this pack to generate a Startup Canvas with product strategy and business model for new products.

Convert a script into a multi-speaker podcast audio with TTS, dialogue, and optional music.

Install this pack to analyze diverse user feedback and identify at least 3 distinct behavioral and needs-based user segments.

Validate a product idea by clarifying intent, identifying risky assumptions, and designing experiments to test them.

From IV rank and volatility surface to a trade signal using fear score or Tepper signal.

Install this pack to categorize, evaluate, and prioritize customer feature requests against product goals.

For developers building document processing solutions with Azure AI Document Intelligence SDKs.

For developers to extract and analyze content from documents and images using Azure AI.

For developers building real-time messaging apps with Azure Web PubSub using JavaScript and Python.

Research, write, and format a B2B case study using the STAR framework.

For support and finance teams: diagnose billing issues, manage subscriptions, and automate payment workflows.

Create ASP.NET Core Web API endpoints with correct HTTP semantics and OpenAPI metadata.

Add a full agent interface to a React/Next.js app with streaming, human-in-the-loop approvals, and tool call UI.

Scaffold a Spring Boot project and implement REST API following best practices.

Generate TypeSpec API plugin files with REST operations, authentication, and Adaptive Cards.

Design, configure, and migrate to Cloudflare One Zero Trust and SASE.

Install this pack to collaboratively write a technical spec or RFC with context gathering, iterative refinement, and reader testing.

Create a customer persona by researching, synthesizing, and documenting user characteristics and behaviors.

Create a GTM strategy by analyzing market, defining positioning, and planning launch activities.

Generate a polished Instagram carousel post with images, caption, and hashtags.

Generate audience-tailored onboarding guides for a codebase with architecture maps and entry points.

Create a product strategy by analyzing market, defining vision, and generating a strategic plan.

Deploy and optimize AI/ML inference workloads on GKE using GPUs, TPUs, and model servers.

Creates databases, caches, and configures authentication, monitoring, and backup.

Manage Azure Machine Learning resources including workspaces, jobs, models, data, compute, and pipelines using the SDK v2 for Python.

Sets up Wrangler, configures bindings, deploys worker, and verifies performance.

Migrate .NET test projects from VSTest to MTP, updating project files, CLI, and CI/CD pipelines.

Analyze .NET test suites for anti-patterns, maintainability issues, and assertion diversity, producing a severity-ranked report.

For Node.js/Deno developers building type-safe backends with fp-ts, covering async pipelines and service composition.

Build and deploy a high-impact landing page using GSAP animations, bento layout, and persuasive copy.

Configure Google Ads API access, upload audience segments, and create campaigns using automation tools.

Identify the right growth loop mechanism, then build the acquisition and expansion motions to drive it.

Launch a product on Product Hunt by researching, preparing assets, and executing the launch playbook.

Publish high-engagement LinkedIn posts from strategy to crossposting.

Install this pack to aggregate market-wide sentiment indicators including VIX, Put/Call ratio, Fear & Greed Index, and classify the regime.

Migrate embedding model in Qdrant without downtime using alias swap and hybrid search.

Migrate from a legacy SDK to a new version using mapping tables, deprecation patterns, and verification.

Analyzes current stack, maps policies, creates rollout plan, and verifies parity.

Analyzes current usage, recommends cost-saving measures, and applies optimizations to GKE workloads.

Systematically diagnose and resolve performance issues in Power BI models, reports, and queries using a structured troubleshooting methodology.

Diagnose and improve Qdrant search relevance by isolating embedding, config, or query issues.

Plan a sprint by estimating capacity, selecting stories, and identifying risks.

For product teams to create a walkthrough video and package it into a presentation.

Gather work evidence, analyze contributions, and draft a performance review.

Install this pack to prioritize assumptions and design targeted experiments.

Generate professional product images for e-commerce listings from shoot to final assets.

For product managers and strategists to define, analyze, and refine product strategy using complementary canvas frameworks.

Articulate a north-star vision, then build a product strategy canvas covering market, value, and growth.

For analysts who need to turn tabular data into an interactive Plotly dashboard with statistical context and safe execution.

Sanitizes secrets, prepares repository, and publishes to GitHub with CI/CD and documentation.

Write and publish a high-engagement Twitter/X thread with media and scheduling.

Install this pack to generate, write, and publish a structured wiki documentation site with diagrams and LLM-friendly files.

Develop a comprehensive Python test suite using pytest, measure coverage, and increase to 100%.

Install this pack to run build, static analysis, security scan, and diff review before a Quarkus release.

Install this pack to plan a sprint by estimating capacity, selecting stories, and identifying risks.

Identify stakeholders, map their influence and interest, and plan tailored engagement strategies.

Stress-test assumptions, design experiments, and validate a new product idea using lean startup methods.

Write a compelling B2B case study using the STAR framework with research and data visualization.

For developers integrating Azure AI Content Safety across Python and TypeScript projects.

For teams running batch/HPC and AI/ML inference workloads on GKE with specialized hardware.

For platform engineers optimizing GKE costs and managing multi-tenant clusters with resource isolation.

For creators producing AI-generated videos with avatars, lipsync, and voiceover.

Install this pack to analyze diverse user feedback and identify at least 3 distinct behavioral and needs-based user segments.

Validate a product idea by clarifying intent, identifying risky assumptions, and designing experiments to test them.

From IV rank and volatility surface to a trade signal using fear score or Tepper signal.

Install this pack to categorize, evaluate, and prioritize customer feature requests against product goals.

For developers building document processing solutions with Azure AI Document Intelligence SDKs.

For developers to extract and analyze content from documents and images using Azure AI.

For developers building real-time messaging apps with Azure Web PubSub using JavaScript and Python.

Research, write, and format a B2B case study using the STAR framework.

For support and finance teams: diagnose billing issues, manage subscriptions, and automate payment workflows.

Create ASP.NET Core Web API endpoints with correct HTTP semantics and OpenAPI metadata.

Add a full agent interface to a React/Next.js app with streaming, human-in-the-loop approvals, and tool call UI.

Scaffold a Spring Boot project and implement REST API following best practices.

Generate TypeSpec API plugin files with REST operations, authentication, and Adaptive Cards.

Design, configure, and migrate to Cloudflare One Zero Trust and SASE.

Install this pack to collaboratively write a technical spec or RFC with context gathering, iterative refinement, and reader testing.

Create a customer persona by researching, synthesizing, and documenting user characteristics and behaviors.

Create a GTM strategy by analyzing market, defining positioning, and planning launch activities.

Generate a polished Instagram carousel post with images, caption, and hashtags.

Generate audience-tailored onboarding guides for a codebase with architecture maps and entry points.

Create a product strategy by analyzing market, defining vision, and generating a strategic plan.

Deploy and optimize AI/ML inference workloads on GKE using GPUs, TPUs, and model servers.

Creates databases, caches, and configures authentication, monitoring, and backup.

Manage Azure Machine Learning resources including workspaces, jobs, models, data, compute, and pipelines using the SDK v2 for Python.

Sets up Wrangler, configures bindings, deploys worker, and verifies performance.

Migrate .NET test projects from VSTest to MTP, updating project files, CLI, and CI/CD pipelines.

Analyze .NET test suites for anti-patterns, maintainability issues, and assertion diversity, producing a severity-ranked report.

For Node.js/Deno developers building type-safe backends with fp-ts, covering async pipelines and service composition.

Build and deploy a high-impact landing page using GSAP animations, bento layout, and persuasive copy.

Configure Google Ads API access, upload audience segments, and create campaigns using automation tools.

Identify the right growth loop mechanism, then build the acquisition and expansion motions to drive it.

Launch a product on Product Hunt by researching, preparing assets, and executing the launch playbook.

Publish high-engagement LinkedIn posts from strategy to crossposting.

Install this pack to aggregate market-wide sentiment indicators including VIX, Put/Call ratio, Fear & Greed Index, and classify the regime.

Migrate embedding model in Qdrant without downtime using alias swap and hybrid search.

Migrate from a legacy SDK to a new version using mapping tables, deprecation patterns, and verification.

Analyzes current stack, maps policies, creates rollout plan, and verifies parity.

Analyzes current usage, recommends cost-saving measures, and applies optimizations to GKE workloads.

Systematically diagnose and resolve performance issues in Power BI models, reports, and queries using a structured troubleshooting methodology.

Diagnose and improve Qdrant search relevance by isolating embedding, config, or query issues.

Plan a sprint by estimating capacity, selecting stories, and identifying risks.

For product teams to create a walkthrough video and package it into a presentation.

Gather work evidence, analyze contributions, and draft a performance review.

Install this pack to prioritize assumptions and design targeted experiments.

Generate professional product images for e-commerce listings from shoot to final assets.

For product managers and strategists to define, analyze, and refine product strategy using complementary canvas frameworks.

Articulate a north-star vision, then build a product strategy canvas covering market, value, and growth.

For analysts who need to turn tabular data into an interactive Plotly dashboard with statistical context and safe execution.

Sanitizes secrets, prepares repository, and publishes to GitHub with CI/CD and documentation.

Write and publish a high-engagement Twitter/X thread with media and scheduling.

Install this pack to generate, write, and publish a structured wiki documentation site with diagrams and LLM-friendly files.

Develop a comprehensive Python test suite using pytest, measure coverage, and increase to 100%.

Install this pack to run build, static analysis, security scan, and diff review before a Quarkus release.

Install this pack to plan a sprint by estimating capacity, selecting stories, and identifying risks.

Identify stakeholders, map their influence and interest, and plan tailored engagement strategies.

Stress-test assumptions, design experiments, and validate a new product idea using lean startup methods.

Write a compelling B2B case study using the STAR framework with research and data visualization.

For developers integrating Azure AI Content Safety across Python and TypeScript projects.

For teams running batch/HPC and AI/ML inference workloads on GKE with specialized hardware.

For platform engineers optimizing GKE costs and managing multi-tenant clusters with resource isolation.

For creators producing AI-generated videos with avatars, lipsync, and voiceover.