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Bats Testing Patterns

Provides comprehensive guidance and implementation patterns for the Bash Automated Testing System (Bats) to ensure robust shell script quality.

Technical Implementation Planner

Generates granular, step-by-step implementation plans for complex software tasks to ensure structured development and rigorous testing.

Embedding Strategies & RAG Optimization

Implements and optimizes text embedding models and chunking strategies for high-performance semantic search and RAG applications.

Apache Airflow DAG Patterns

Builds production-grade Apache Airflow DAGs using best practices for operators, sensors, testing, and deployment.

GitOps Workflow Manager

Automates declarative Kubernetes deployments and continuous reconciliation using ArgoCD and Flux.

Grist API Reference

Provides authoritative API specifications and implementation guidance for developing Grist integrations, managing database schemas, and configuring UI widgets.

PRD Strategist

Generates professional Product Requirement Documents (PRDs) and MVP strategies using a multi-disciplinary expert persona.

Billing Automation

Automates subscription lifecycles, recurring invoicing, dunning management, and prorated payment calculations for SaaS applications.

Blameless Postmortem Writer

Generates comprehensive, blameless postmortem documents and root cause analyses to drive organizational learning after technical incidents.

UV Python Package Manager

Accelerates Python project management with ultra-fast dependency resolution, virtual environment handling, and reproducible builds using uv.

Memory Forensics

Master memory acquisition and forensic analysis to investigate security incidents and analyze malware behavior from RAM captures.

Linkerd Service Mesh Patterns

Implements lightweight, security-focused Linkerd service mesh patterns for Kubernetes infrastructure.

Spark Optimization

Optimizes Apache Spark performance through advanced partitioning, memory tuning, and shuffle management strategies.

Testing Strategy Assistant

Designs comprehensive QA strategies and systematic testing workflows to ensure high-quality, production-ready code.

Stripe Payment Integration

Implements secure, PCI-compliant Stripe payment processing for checkouts, subscriptions, and robust recurring billing systems.

Automated Code Review Manager

Facilitates structured code reviews by dispatching specialized subagents to verify implementation quality before merging.

Code Review Reception

Evaluates and implements code review feedback with technical rigor while avoiding performative agreement or blind compliance.

PCI Compliance & Secure Payments

Implements PCI DSS compliance requirements and secure payment processing patterns for handling cardholder data safely.

GraphQL Resolver Patterns

Implements efficient, secure, and performant GraphQL resolvers using industry-standard patterns like dataloaders and context propagation.

Verified Completion Guard

Enforces rigorous verification and evidence-based reporting before claiming task completion or submitting code changes.

Python Packaging & Distribution

Generates standardized Python package structures and configurations for seamless distribution to PyPI and private registries.

Next.js Server Components Expert

Optimizes Next.js App Router implementations by guiding the effective use of Server Components, Client boundaries, and data fetching patterns.

Soul System Health Monitor

Monitors and remediates the integrity of the cc-soul system to ensure optimal AI agent performance.

Data Storytelling & Analytics Narratives

Transforms raw data into persuasive narratives and visualizations for business stakeholders and executive presentations.

Secure Secrets Management

Implements robust secrets management practices and automated credential handling for secure CI/CD pipelines and cloud infrastructure.

Codex Agent

Automates the full development lifecycle from implementation and testing to pull request creation using high-reasoning autonomous agents.

Entity-Yajña Knowledge Linker

Synchronizes triplet entities with content nodes to build searchable, high-performance knowledge graphs within the Soul ecosystem.

SAST Security Configuration

Configures Static Application Security Testing (SAST) tools to automate vulnerability detection and enforce security policies across the software development lifecycle.

Unity ECS Patterns

Implements high-performance Unity DOTS patterns including ECS, Job System, and Burst Compiler for data-oriented game development.

Yajña Multi-Agent Orchestrator

Orchestrates specialized AI agents using Vedic ritual patterns to execute complex, parallel development tasks efficiently.