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Probability Thinking Framework

Quantifies uncertainty and improves decision-making through systematic likelihood estimation and Bayesian reasoning.

Security Policy Lead

Analyzes repository security mechanisms to generate verifiable documentation for authentication, authorization, and secrets management.

CI/CD & Delivery Lead

Analyzes and documents CI/CD pipelines, deployment strategies, and release processes based on actual codebase enforcement mechanisms.

Infrastructure Lead

Analyzes and documents project infrastructure, dependencies, and environment requirements using evidence-based codebase scanning.

Ticket Frontmatter Manager

Automates the updating of effort estimates, commit hashes, and task categories within local ticket files.

Frontend React Architecture Ref

Standardizes React application development using a modern tech stack featuring TanStack Router, Panda CSS, and ConnectRPC.

Release Readiness Auditor

Analyzes Git branch changes to determine release readiness by identifying blockers, security risks, and pending tasks.

Save Plan to Notion

Archives comprehensive development implementation plans directly to your Notion Knowledge Base for tracking and collaboration.

Semantic Codebase Search

Enables high-accuracy semantic code discovery using vector embeddings to find logic by meaning rather than literal keyword matches.

Internal Context Scaffolder

Scaffolds a standardized internal-context folder structure to help AI agents understand and navigate repository architecture, workflows, and conventions.

Beast-Plan: Iterative AI Architect

Generates bulletproof, multi-stage implementation plans through an automated 5-actor verification loop.

React Native Performance & Best Practices

Optimizes React Native and Expo applications with production-grade patterns for performance, animations, and native integration.

Codex Subagent Delegation

Delegates complex code implementation tasks from Claude Code to the Codex CLI for autonomous execution and monitoring.

UX Lead Analyzer

Analyzes repository evidence to map user journeys, interaction patterns, and onboarding paths for comprehensive UX documentation.

Groq & Ollama AI Bridge

Enables high-speed chat completions via Groq Cloud and local text embeddings through Ollama for efficient RAG workflows.

Repository Policy Auditor

Audits repository implementations against specific policy domains to generate evidence-based documentation and identify compliance gaps.

Accessibility & i18n Compliance Lead

Analyzes and documents project accessibility standards, internationalization support, and automated enforcement mechanisms.

Recovery & Backup Policy Lead

Manages data persistence, backup strategies, and disaster recovery procedures by auditing implementation details within the repository.

Architectural Viewpoint Analyzer

Analyzes codebases through customizable architectural lenses to generate comprehensive documentation and Mermaid diagrams.

React Performance Optimization

Optimizes React and Redux Toolkit applications using advanced memoization, code splitting, and rendering patterns.

Smart Ticket Discovery

Analyzes project backlogs to identify duplicate, merge, and split opportunities for streamlined task management.

Go Backend Architecture Reference

Provides a production-grade blueprint for Go backend development using Clean Architecture and Package-by-Feature patterns.

Work Session Lifecycle Router

Orchestrates complex development workflows using a structured six-step operational loop to ensure continuity and entity tracking.

Writer Output Validator

Ensures subagent-generated files are present and contain content before updating project indices to prevent broken links.

Workaholic Spec Writer

Automates the creation and maintenance of viewpoint-based architecture specifications and technical user guides.

Performance & Decision Analyzer

Evaluates development branch quality and decision-making logic across five qualitative dimensions and quantitative metrics.

Final Report Generator

Streamlines the project completion phase by automating effort tracking and documenting architectural insights within development tickets.

Drive Implementation Workflow

Automates the systematic implementation of technical tickets and patches within the Claude Code /drive environment.

Drive Implementation Approval

Manages the feedback and approval lifecycle for autonomous code implementations within the Workaholic framework.

Quality Framework Manager

Establishes and maintains project-wide quality standards, assurance processes, and continuous improvement metrics by analyzing repository configurations.