Design data pipelines with quality checks, orchestration, and governance using modern data stack patterns for robust ELT/ETL workflows.

Documentation-first development methodology. The goal is AI-ready documentation - when docs are clear enough, code generation becomes automatic. Triggers on "Build", "Create", "Implement",...

Comprehensive autonomous fiction generation engine based on Trap Theory. Use this skill when the user asks to: (1) Generate/Write a short story with specific themes (Revenge, Showbiz, Esports),...

Analyze code complexity, cyclomatic complexity, maintainability index, and code churn using metrics tools. Use when assessing code quality, identifying refactoring candidates, or monitoring technical debt.

Create System Requirements (SYS) - Layer 6 artifact defining functional requirements and quality attributes

Evidence before claims, always. No completion claims without fresh verification. The final gate before declaring success.

Evaluate code quality across 8+ languages using language-agnostic principles and language-specific best practices.

Orchestrate autonomous AI development with task-based workflow and QA gates

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Convert approved plans into intent-based beads with self-assessment gate. Each bead is a work package for a sub-agent that loads surgical context to implement. No source code in beads.

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.