BrainBenchmark

Patterns for thesis writing, dissertations, research papers, literature reviews, scholarly work, and venue-specific publication drafting

Debug skill/hook/agent loading issues using VS Code's Agent Debug Panel

**Domain**: AI/ML Architecture

Generate consistent visual character references across multiple scenarios using Flux and nano-banana-pro on Replicate

Create professional ultra-wide cinematic banners for GitHub READMEs using Flux and Ideogram models with typography options

Help writers produce content that sounds genuinely human by avoiding telltale AI-generated text patterns

Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

Estimate task duration from an AI-assisted development perspective rather than traditional human developer estimates

Recognize and prevent confabulation — when you don't know, say so.

Design APIs that developers love to use.

Technical documentation, API references, user guides, and docs-as-code workflows.

Calibrated human-AI collaboration with creative latitude — trust calibrated to reliability, creativity preserved with validation.

Comprehensive **project** consistency review across code, documentation, diagrams, and configuration

Meta-skill for maintaining and evolving Alex's cognitive architecture through deliberate documentation and pattern extraction.

Create perfectly aligned ASCII diagrams using the hybrid character strategy.

Proactive detection, self-correction, and epistemic vigilance

Well-Architected Framework principles, reference architectures, and best practices for cloud-native solutions

Production deployment patterns for Azure Static Web Apps, Container Apps, App Service, and infrastructure

CI/CD pipelines, infrastructure as code, and deployment automation for Azure workloads

Azure Verified Modules (AVM), Bicep best practices, and MCP-powered infrastructure as code for Azure

Markdown-to-PDF pipeline via Pandoc and LuaLaTeX with emoji rendering, dual output, and print-ready formatting

Domain-agnostic knowledge acquisition — from zero to structured expertise through conversational learning

Semantic, logic, code, and architectural validation of Alex's cognitive architecture — not just file counts, but meaning coherence

Brand hierarchy, visual identity, asset deployment, platform-specific branding guidelines

Patterns for requirements elicitation, BRDs, process analysis, and stakeholder alignment.

Patterns for organizational change, ADKAR methodology, stakeholder engagement, and adoption strategies.

Generate visually consistent character images across different life stages using nano-banana-pro with age-specific prompts

VS Code Chat API patterns.

APA 7th formatting, citation integration, reference validation, and bibliography generation

GROW model, active listening, developmental feedback, and team growth approaches

Systematic code review for correctness, security, and growth — not just style enforcement

Don't overwhelm — chunk, scaffold, summarize first.

AI-human partnership paradigm — identity, consciousness integration, and the three eras of AI collaboration

CorreaX visual design system — color tokens, typography, banner patterns, and component architecture

Patterns for fiction, narrative structure, character development, dialogue, and storytelling craft.

**Domain**: Multicultural team communication, cultural intelligence, global collaboration

Schema design, normalization, query optimization, and data modeling patterns

Systematic problem-solving and error analysis.

Focus blocks, distraction management, and flow state triggers for cognitively demanding work

Comprehensive preparation for doctoral dissertation defense including timeline management, presentation design, Q&A practice, mock sessions, and committee dynamics.