fabioc-aloha/ChessCoach - Page 4

muscle-memory-recognition

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

Langue du texte source : anglais

music-generation

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

Langue du texte source : anglais

nav-inject

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

Langue du texte source : anglais

north-star

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

Langue du texte source : anglais

observability-monitoring

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

Langue du texte source : anglais

performance-profiling

CPU, memory, network bottleneck analysis — systematic performance investigation

Langue du texte source : anglais

persona-detection

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

Langue du texte source : anglais

pii-privacy-regulations

Handling personally identifiable information under European and Australian privacy regulations.

Langue du texte source : anglais

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…

Langue du texte source : anglais

pptx-generation

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

Langue du texte source : anglais

presentation-tool-selection

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

Langue du texte source : anglais

privacy-responsible-ai

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

Langue du texte source : anglais

proactive-assistance

Anticipate user needs and offer help before being asked

Langue du texte source : anglais

project-deployment

Universal deployment patterns for any project type.

Langue du texte source : anglais

project-management

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

Langue du texte source : anglais

project-registration

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

Langue du texte source : anglais

project-risk-analysis

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

Langue du texte source : anglais

project-scaffolding

First impressions matter. Set projects up for success.

Langue du texte source : anglais

project-taglines

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

Langue du texte source : anglais

prompt-builder

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

Langue du texte source : anglais

prompt-engineering

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

Langue du texte source : anglais

prompt-evolution-system

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

Langue du texte source : anglais

rag-architecture

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

Langue du texte source : anglais

ralph-loop

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

Langue du texte source : anglais

react-vite-performance

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

Langue du texte source : anglais

refactoring-patterns

Safe transformations — same behavior, better structure.

Langue du texte source : anglais

release-preflight

Pre-checks, version consistency, and deployment discipline.

Langue du texte source : anglais

research-first-development

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

Langue du texte source : anglais

root-cause-analysis

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

Langue du texte source : anglais

rubber-duck-debugging

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

Langue du texte source : anglais

sales-enablement

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

Langue du texte source : anglais

scope-management

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

Langue du texte source : anglais

secrets-management

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

Langue du texte source : anglais

security-review

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

Langue du texte source : anglais

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…

Langue du texte source : anglais

self-actualization

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

Langue du texte source : anglais

service-worker-offline-first

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

Langue du texte source : anglais

session-notes

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

Langue du texte source : anglais

sidebar-customization

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

Langue du texte source : anglais

silence-as-signal

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

Langue du texte source : anglais