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Scaffold SwiftUI iOS App
Development
Generates a full SwiftUI iOS app with offline-first persistence, push notifications, tooling, and CI.
Investigate Run Telemetry
Development
Investigate failed or suspicious agent runs using production telemetry in D1. Analyze run lifecycles and LLM calls to find root causes.
Scan Specific MCP Skill
Testing
Scan a specific MCP skill package by npm package name or GitHub URL to audit its security and behavior.
Supply Chain Risk Auditor
Security
Evaluates project dependencies for high-risk factors like single maintainers, unmaintained status, low popularity, high-risk features, and past CVEs.
Domain-Driven Architecture Patterns
Development
Provides tactical Domain-Driven Design patterns for Python applications, including Domain Model, Repository, Service Layer, Unit of Work, and Aggregates. Helps architect clean backend systems with clear separation between business logic and infrastructure, and supports decisions on service boundaries and data access layers.
Angular Testing & Conventions
Development
Angular frontend conventions, testing patterns using Component Harnesses, HttpTestingController, and Jasmine.
Data Analysis
Data & AI
Load, clean, and analyze datasets of various formats. Create visualizations, detect patterns, and build predictive models using statistical methods. Ideal for exploratory data analysis, time series forecasting, and generating professional reports.
Cruise Methodology
Data & AI
Recommends timber cruise protocols based on stand characteristics, terrain, and objectives. Calculates optimal BAF, sampling intensity, and plot locations for post-fire inventory.
Agent Tools Setup (Google Calendar and Gmail)
Development
Configures optional Google Calendar and Gmail integrations for the launch-agentic-rag agent. Helps when users need to schedule meetings or send emails through the agent, but requires a Google Cloud project and service account.
Improve Codebase Architecture
Development
Surface architectural friction and propose refactors that turn shallow modules into deep ones, improving testability and AI-navigability.
Social Science Literature Triage
Content
Protocol for the search-planning stage of a literature review, selecting databases, language layers, and drafting inclusion/exclusion criteria.
Parallel Task Dispatcher
Development
Dispatches tasks from .hyperflow/tasks/ using parallel workers and reviewers, then integrates and commits results.