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Translation Key Extractor

Automates the extraction of hardcoded strings and converts them into structured translation keys for internationalization.

Grant Proposal Assistant

Transforms research concepts into structured, fundable grant proposals for major funding agencies like the NSF, NIH, and ERC.

PRD Analyzer & Implementation Planner

Transforms product requirements into actionable implementation plans with automated task breakdowns and visual Kanban tracking.

Smart Contract Generator

Generates secure, production-ready Solidity smart contracts using OpenZeppelin standards and industry best practices.

Test-Driven Development (TDD)

Enforces a disciplined RED-GREEN-REFACTOR cycle to ensure high-quality, test-backed code implementation.

Root Cause Debugger

Enforces a rigorous investigation-to-fix protocol that eliminates symptoms and solves underlying code issues using AI reasoning.

Livestream Engineer

Implements high-performance WebRTC connections, real-time broadcasting features, and interactive live-streaming dashboards.

Semantic ID Generator

Generates human-readable, context-aware session IDs by analyzing content source types and extracting key themes.

Sequential Thinking

Implements a structured, reflective problem-solving framework for Claude to decompose complex tasks and verify hypotheses through iterative analysis.

Agent Creator

Streamlines the creation and configuration of specialized Claude Code agents with custom personas, tool restrictions, and model selections.

Rust Testing & Verification

Implements comprehensive testing strategies for Rust including property-based testing, fuzzing, and performance benchmarking.

Wayback Machine Checker

Checks the archival status and availability of URLs within the Internet Archive's Wayback Machine.

Brainstorming & Design Collaboration

Refines raw project ideas into structured technical designs using a Socratic, iterative approach before implementation.

Intent Sink Validator

Validates and sanitizes intent-centric architectures to ensure safety and well-formedness before execution.

ADK Core: Google Agent Development Kit

Bootstraps and configures intelligent AI agents using the Google Agent Development Kit (ADK) with support for multiple LLM providers.

SLO Implementation & SRE Framework

Defines and implements Service Level Indicators (SLIs) and Service Level Objectives (SLOs) to establish measurable reliability targets.

Hyperbolic Bulk Entropy Manager

Manages on-chain GF(3) entropy storage and state mediation on Aptos using the bulk-boundary correspondence principle.

Knowledge Capture for Notion

Transforms unstructured conversations and transcripts into organized, professional documentation within Notion.

Hybrid Cloud Networking

Configures secure, high-performance connectivity between on-premises infrastructure and major cloud platforms using VPN and dedicated connections.

Testing & QA Strategy

Standardizes quality assurance workflows through structured testing strategies, automated test development, and comprehensive performance analysis.

PolicyEngine Aggregation Patterns

Standardizes variable summation and entity aggregation within the PolicyEngine microsimulation framework.

Zulip Category Theory Code Generator

Generates formal proofs, diagrams, and implementations from Category Theory Zulip discussions using context-aware gating.

Brand Systems Mastery

Builds comprehensive, professional-grade brand identity systems from strategic positioning to implementation-ready design tokens.

Specification Tracing & Coverage

Enforces rigorous software development by linking normative specifications to implementation and test suites using unique paragraph IDs.

Modal Cloud Deployment

Deploys serverless Python applications with instant GPU access, autoscaling, and zero-configuration infrastructure.

SQL Optimization Patterns

Optimizes database performance through advanced indexing strategies, query plan analysis, and efficient SQL design patterns.

PolicyEngine Design System

Standardizes the visual identity of PolicyEngine applications through consistent branding, typography, and data visualization guidelines.

Project Analyzer

Analyzes software project structures, technology stacks, and architectural patterns to ensure coding consistency and rapid onboarding.

Linear Project Status Tracker

Verifies feature implementation status by querying Linear issues to keep AI agent context in sync with project management.

PostgreSQL Table Design

Designs optimized PostgreSQL schemas using industry best practices for performance, data integrity, and scalability.