fabioc-aloha/ChessCoach - Page 7

knowledge-synthesis

Cross-project pattern recognition — abstract, generalize, connect, store at the highest true level

kql

KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitfalls, regex patterns, serialization, memory management, result-size discipline, and advanced functions (geo,…

llm-model-selection

Choosing the right model for the task — power vs. cost vs. speed.

lucid-dream

Hybrid dream-meditation protocol — conscious decisions during automated processing

markdown-mermaid

Clear documentation through visual excellence

mcp-builder

Build MCP servers for LLM tool integration — Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK)

mcp-development

**Domain**: AI Infrastructure

meditation

Knowledge consolidation — transform session learnings into permanent architecture

memory-activation

Internal metacognitive skill for automatic capability and workflow discovery — combines skill routing and prompt retrieval

memory-export

Export all cognitive memory to a portable file for porting Alex to other AI work surfaces

microsoft-fabric

Microsoft Fabric workspace management, governance, REST API patterns, and medallion architecture implementation

microsoft-graph-api

Comprehensive Microsoft Graph API reference for M365 service integration

msal-authentication

Microsoft Authentication Library (MSAL) patterns for React/SPA applications with Entra ID

muscle-memory-recognition

Identify opportunities to build automation scripts (muscles) from repetitive or heavy-lifting tasks

nav-inject

Inject cross-document navigation tables into multi-file Markdown documentation suites

postmortem

Write a postmortem for a regression or incident that escaped to production, broke real users, and traces back to a design flaw worth documenting. Use when asked to "write a postmortem", "document an incident", "analyze a production failure", "root cause…

pptx-generation

Programmatic PowerPoint creation via PptxGenJS with data-driven slides and Markdown conversion

project-management

Alex project management patterns: rapid AI-assisted iteration, meditation-based retrospectives, session-focused work, and safety-first release gates.

project-risk-analysis

Systematic methodology for identifying, categorizing, and mitigating software project risks before implementation

project-taglines

Generate and configure project-specific taglines for the Alex sidebar banner

prompt-builder

Create and validate .prompt.md files that pass brain-qa on first attempt

react-vite-performance

React + Vite performance optimization — code splitting, lazy loading, bundle analysis, Web Vitals, and modern React patterns for fast web applications

research-first-development

Build knowledge bases that build software — research before code, teach before execute

secrets-management

Secure token storage, VS Code SecretStorage API, credential management, environment variable migration

security-threat-modeler

Analyze codebase architecture to generate a STRIDE-based threat model with data flow diagrams, trust boundaries, prioritized threats, and mitigations. Compatible with Microsoft Threat Modeling Tool concepts. Use when asked to "threat model", "security…

self-actualization

Comprehensive cognitive self-assessment — honest evaluation of architecture health, growth, and optimization opportunities

service-worker-offline-first

Progressive Web App offline-first patterns — Service Worker lifecycle, caching strategies, background sync, and offline fallbacks for resilient web applications

sidebar-customization

Customize the Alex sidebar — Loop tab buttons, Autopilot tasks, and project-specific workflows

skill-building

Create effective, reusable skills from real-world experience for promotion to Master Alex

skill-creator

Create effective skills for AI agents — Azure SDK patterns, progressive disclosure, acceptance criteria, test scenarios

skill-development

Track desired capabilities and proactively acquire them through user collaboration

tech-debt-discovery

Systematic technical debt inventory and prioritization. Use when asked to "find tech debt", "show me the TODOs", "how healthy is this codebase", "what should we fix first", "find code smells", "audit code quality", or "identify hotspots". Scans code markers,…

terminal-command-safety

Safe terminal command patterns — backtick escaping, output capture, and hang prevention

test-quality-analysis

Analyze test code quality to detect coverage-only tests, test smells, and low-value assertions. Use when asked to "analyze test quality", "find coverage-only tests", "audit our tests", "are these tests valuable", "find test smells", or "which tests should we…

text-to-speech

Cloud TTS via Replicate — 15 models, voice cloning, emotion control, and multi-language support

token-waste-elimination

Audit and eliminate token waste from cognitive architecture memory files -- instructions, prompts, skills, and agents

ui-ux-design

User interface design, user experience optimization, accessibility compliance, design systems

upgrade-curation

Finalize brain upgrades by curating project-specific content from .github-backup-* directories

user-config-manager

Manage VS Code's global AI configuration — user memories, custom agents, user prompts, and MCP servers

visual-memory

Embed reference media (photos, voice, video templates) as base64 data URIs in skills for self-sufficient, portable, consistent generation