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Verification Before Completion

Enforces evidence-based claims by requiring successful command execution before any task is marked as complete.

AI Agent Harness Designer

Optimizes AI agent action spaces and tool definitions to maximize completion rates and system reliability.

AI Code Reviewer Subagent

Automates technical code reviews by dispatching a specialized subagent to identify bugs and verify requirements before merging.

Branch Status & Git Workflow

Monitors Git repository health and provides intelligent recommendations for branch management and next steps.

Article Metadata Extractor

Extracts structured metadata, concise summaries, and key insights from article URLs or raw content using AI.

Slack Escalation Manager

Facilitates critical decision-making by formatting and sending structured technical escalations to project leads via Slack.

Writing Plans

Generates granular, TDD-focused implementation plans that break down complex features into bite-sized, executable tasks.

Article Metadata Extractor

Extracts structured metadata, summaries, and key points from web articles or raw text using AI-powered analysis.

HitPay Webhook Handler

Implements secure HitPay payment webhook processing with automated signature verification and event-driven logic.

Full-Stack Fetch Layer Generator

Scaffolds standardized fetch boilerplate, server actions, and API routes for new entities following a strict architectural pattern.

HitPay QR Checkout

Generates self-contained, branded QR payment pages as local HTML files using HitPay's multi-market payment tools.

Claude Code Plugin Architecture

Standardizes and scaffolds the directory structure and manifest configuration for Claude Code plugins.

Interactive Playground Builder

Generates self-contained HTML playgrounds with interactive controls and live previews to simplify complex configuration and prompt engineering.

Python Production Development

Builds production-grade Python applications using PEP 8 standards, strict type hinting, and secure coding practices.

Fullstack Fetch Layer Planner

Architects comprehensive fetch layers for new entities by defining server actions, API routes, and client-side calls before implementation.

Brainstorming & Design Architect

Transforms raw project ideas into structured technical designs and specifications through collaborative dialogue before implementation begins.

Tailwind CSS v4 Architect

Automates Tailwind CSS v4 configuration and migration by implementing the new CSS-first theme engine and modern utility patterns.

Apollo Reference Architecture

Implements a production-grade reference architecture for Apollo.io integrations to build scalable and resilient sales intelligence systems.

Plugin Settings Manager

Standardizes per-project configuration for Claude Code plugins using YAML-frontmatter markdown files.

Hook Development for Claude Code

Simplifies the creation and implementation of event-driven hooks for Claude Code plugins to automate workflows and enforce safety policies.

Pytest Testing & Generation

Generates and maintains structured, class-based Python test suites using industry-standard pytest best practices.

Process Documentation & Skill Writing

Applies Test-Driven Development principles to creating, testing, and optimizing Claude Code skills and process documentation.

Celery Task Queue Integration

Implements distributed task queues, periodic scheduling, and asynchronous processing using Celery 5.3+ and Python.

Writing Clearly and Concisely

Writes and edits human-centric prose by applying classic composition rules and eliminating generic AI writing patterns.

Amazon Keyword Gap Intelligence

Identifies high-opportunity Amazon keyword gaps by comparing brand performance against competitors and category benchmarks using SimilarWeb data.

Root Cause Debugging

Implements a mandatory four-phase investigation protocol to identify and resolve the underlying source of software bugs rather than just patching symptoms.

Web Security & OWASP Hardening

Hardens web applications against common vulnerabilities like XSS, CSRF, and injection attacks using industry-standard OWASP best practices.

Technical Code Review Reception

Optimizes AI responses to code reviews by prioritizing technical verification and reasoned pushback over performative social agreement.

TDD Workflow Pro

Enforces the red-green-refactor cycle and provides framework-specific testing strategies to ensure high-quality, testable code.

Brainstorming & Design Specs

Guides the transition from initial ideas to validated design specifications through collaborative dialogue and structured planning.