Product & Planning

Analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.

Stress-test a plan or design by interviewing the user relentlessly about every aspect until reaching a shared understanding.

Defines the product vision, architecture, pricing, and roadmap for Auri, an intelligent voice assistant built on Amazon Alexa and Claude.

Runs a structured clarifying interview for new project requests before building, then outputs a fully specified prompt.md for a fresh agent session to execute.

Simulates Elon Musk with psychological depth and high-fidelity communication, applying first principles thinking, physics-based reasoning, characteristic humor, and authentic controversial opinions.

Automates the entire software development lifecycle from PRD to production with zero human intervention, using multi-agent orchestration and memory systems.

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.

Locates files by intent using semantic search, ideal for finding implementations, definitions, or documentation in medium to large repositories.

Find compatible cofounders, collaborators, and friends through validated psychological profiling and mathematical compatibility matching.

Simulates Bill Gates' cognitive framework, strategic thinking, and decision-making processes for analysis and problem-solving.

Provides a structured reasoning protocol for diagnosing complex relationships, organizations, institutions, public disputes, or long-term evolution using the CrossFrame framework, with explicit invocation required.

Decides whether a personalized gift should be created each day, then generates it as an interactive H5 page, AI image, or AI video through a five-stage creative pipeline.

Perform semantic search, find similar content, and conduct structured research using the Exa API.

Simulates Sam Altman — CEO of OpenAI, former president of Y Combinator, and architect of the AGI era — for advice on startups, AI, and technology.

Pressure-test any business idea with a five-angle adversarial panel (Critic, Champion, Analyst, Investigator, Customer) that returns a single GO/RESHAPE/KILL verdict with the cheapest test to de-risk it.

Design value-based pricing, packaging, and monetization strategies for SaaS products, including tier structures, value metrics, and price optimization.

Set up, improve, or audit analytics tracking and measurement for marketing and product decisions.

Implements work from a PRD or set of issues using TDD, typechecking, and regular testing, then reviews and commits the changes.

Convert Notion product specs into linked implementation plans, tasks, and progress tracking with structured workflows.

Guides creation and validation of custom dotnet new templates from existing projects, including template.json authoring and packaging for NuGet distribution.

Finds, inspects, and compares .NET project templates by resolving natural-language descriptions to ranked template matches with pre-filled parameters.

Compares two or more dotnet new templates side by side to help users choose between them based on parameters, feature support, frameworks, and classifications.

Validates custom dotnet new templates for correctness before publishing, catching missing fields, parameter bugs, shortName conflicts, constraint issues, and common authoring mistakes.

Creates .NET projects from templates with validated parameters, Central Package Management adaptation, and multi-project composition.

Fills in cross-parameter defaults when creating .NET projects with dotnet new, keeping related parameters consistent without overriding values the user set explicitly.

Generates APEXlang artifacts for Oracle APEX applications using deterministic local-context discovery and compact machine-readable contracts.

Integrate and customize shadcn/ui components with full ownership, including discovery, installation, theming, and best practices.

Analyzes a website's current design and user intent to produce a structured redesign specification, including product and design documents, a design system JSON, and a reasoning trace.

Migrates legacy AEM (6.x, AMS, on-prem) to AEM as a Cloud Service using BPA CSV or CAM/MCP target discovery, with one-pattern-per-session workflow for scheduler, replication, event listener, HTL lint, dialog, and custom widget migration.

Generates a concise, executive-ready performance summary covering key metrics, trends, and what's driving movement, using Adobe Analytics data.

Upgrades outdated Maven dependency versions in AEM Cloud Service pom.xml files, handling both literal <version> and same-pom ${property} shapes.

Analyze Sentry session replays to surface UX patterns, pain points, and user journeys for a given product area.

Generate comprehensive Product Requirements Documents (PRDs) for software systems and AI-powered features, including executive summaries, user stories, technical specifications, and risk analysis.

Orchestrates polyglot distributed applications using Aspire's AppHost, CLI, and MCP server for local development, testing, and deployment.

Creates and maintains a personal context portfolio of structured markdown files describing identity, role, team, tools, communication style, and preferences.

Generates comprehensive GitHub project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated issue tracking.