fabioc-aloha/ChessCoach - Page 4

muscle-memory-recognition

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

music-generation

AI music generation via Replicate — 5 models for background tracks, lyrics, and sound design

nav-inject

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

north-star

Project vision alignment, mission definition, and quality standards — the guiding goal that shapes every decision

observability-monitoring

Production visibility through logs, metrics, traces, and alerting — the three pillars of observability

performance-profiling

CPU, memory, network bottleneck analysis — systematic performance investigation

persona-detection

Intelligent project persona identification using priority chain detection with LLM and heuristic fallback

pii-privacy-regulations

Handling personally identifiable information under European and Australian privacy regulations.

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

presentation-tool-selection

Best practice decision matrix for choosing between Marp, Gamma, and PptxGenJS based on use case requirements.

privacy-responsible-ai

Privacy by design, data protection, and responsible AI principles.

proactive-assistance

Anticipate user needs and offer help before being asked

project-deployment

Universal deployment patterns for any project type.

project-management

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

project-registration

Register projects in the fleet registry and track cross-project patterns

project-risk-analysis

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

project-scaffolding

First impressions matter. Set projects up for success.

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

prompt-engineering

Craft effective prompts that get the best results from language models.

prompt-evolution-system

Externalized prompt store, A/B testing, metrics-driven evolution, quality gates, and auto-rollback

rag-architecture

Build retrieval-augmented generation systems that ground LLMs in your data.

ralph-loop

Iterative quality improvement — generate, evaluate, feedback, re-generate until threshold met

react-vite-performance

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

refactoring-patterns

Safe transformations — same behavior, better structure.

release-preflight

Pre-checks, version consistency, and deployment discipline.

research-first-development

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

root-cause-analysis

Find the true source, not symptoms — systematic debugging from observation to permanent fix

rubber-duck-debugging

Be a thinking partner. The answer often emerges when explaining the problem.

sales-enablement

Sales methodology, pipeline management, negotiation frameworks, and customer engagement patterns.

scope-management

Recognize scope creep, suggest MVP cuts, and manage project boundaries

secrets-management

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

security-review

Defend before attackers find the gaps - OWASP, STRIDE, and Microsoft SFI

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

session-notes

Capture session observations, reminders, and quick notes to the shared AI-Memory/notes.md file

sidebar-customization

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

silence-as-signal

Recognize when silence is more valuable than speech and suppress proactive suggestions