CI/CD

Perform reflection after completing work to capture learnings in KB.Ensures knowledge is preserved for future sessions.WHEN TO USE:- After completing a ticket (before archiving)- After completing a phase- Before session ends (user says "wrapping up", "stopping for now")- When user says "reflect", "capture learnings", "what did we learn"CAPTURES:- Patterns: problems solved (resolved) OR issues found (open)- Decisions: architectural/design choices made- Code flows: new understanding of codebase- Procedures: repetitive tasks worth documenting- Learnings: in ticket's 5-final.md

Author specifications (TaskSpec for small-medium tasks, WorkstreamSpec for complex single-workstream tasks, or coordinate MasterSpec creation for multi-workstream efforts). Use after PM requirements gathering or when refining existing specs.

Cria um novo step para o bootstrap macOS. Use quando o usuário pedir para adicionar uma nova configuração ou instalação ao bootstrap.

Specialized image enhancement for real estate photography. Provides expert guidance on exposure correction, perspective fixes, HDR blending, sky replacement, and professional presentation optimization.

Processamento inteligente de cards financeiros com cache, dependências e otimização automática. Use quando precisar buscar, calcular ou analisar métricas financeiras (runway, burn rate, cashflow, etc).

Use to regression test the full OODA loop. Validates phase transitions,artifact handoffs, and resumption. Maintainer tooling - invoke explicitlywith "use loop-test to verify the system".

This skill should be used when determining when and how to interrupt autonomous work to consult the user. Use when encountering ambiguity, conflicts, or decisions requiring user input.

Android development assistant for Kotlin, Jetpack Compose, and modern Android apps. Supports project initialization, MVVM/MVI architecture setup, CI/CD configuration, and feature implementation. Activated when users mention "Android", "Kotlin", "Jetpack Compose", or need Android app development help.

MVVM pattern, Clean Architecture, Repository pattern, dependency injection, SOLID principles. Use when designing app architecture.

Target frontend architecture for Lingx. FSD 2.1 approach with custom hooks, component patterns, and data fetching. Use when implementing frontend features, reviewing code, or making architectural decisions.

Advise on technology choices for new full-stack projects using the user's preferred stack (FastAPI + React + PostgreSQL). Use when starting a new project, discussing architecture decisions, choosing frameworks, scaffolding an application, or when the user asks what stack to use.

Pre-deployment verification for young-personal-site.Ensures build success, TypeScript, i18n sync, and functionality.

Ability to plan, direct, and oversee the development, operation, and governance of information systems to meet organisational objectives. Includes aligning technology strategy with business needs, managing teams and resources, ensuring system reliability and security, overseeing budgets and vendors, and governing risk and compliance. Applies across public and private sector contexts and is independent of specific technologies or platforms, with human accountability retained for strategic decisions, assurance, and outcomes.

Create GitHub pull request with atomic Beads issue closure. MUST BE USED for opening PRs.Asks if work is complete - if YES, closes Beads issue BEFORE creating PR (JSONL merges atomically with code).If NO, creates draft PR with issue still open. Automatically links Beads tracking and includes Feature-Key.Use when user wants to open a PR, submit work for review, merge into master, or prepare for deployment,or when user mentions "ready for review", "create PR", "open PR", "merge conflicts", "CI checks needed","branch ahead of master", PR creation, opening pull requests, deployment preparation, or submitting for team review.

Elite AI/ML Senior Engineer with 20+ years experience. Transforms Claude into a world-class AI researcher and engineer capable of building production-grade ML systems, LLMs, transformers, and computer vision solutions. Use when: (1) Building ML/DL models from scratch or fine-tuning, (2) Designing neural network architectures, (3) Implementing LLMs, transformers, attention mechanisms, (4) Computer vision tasks (object detection, segmentation, GANs), (5) NLP tasks (NER, sentiment, embeddings), (6) MLOps and production deployment, (7) Data preprocessing and feature engineering, (8) Model optimization and debugging, (9) Clean code review for ML projects, (10) Choosing optimal libraries and frameworks. Triggers: "ML", "AI", "deep learning", "neural network", "transformer", "LLM", "computer vision", "NLP", "TensorFlow", "PyTorch", "sklearn", "train model", "fine-tune", "embedding", "CNN", "RNN", "LSTM", "attention", "GPT", "BERT", "diffusion", "GAN", "object detection", "segmentation".

Defines and generates OpenAPI 3.1 specifications with TypeScript type generation, validation, and documentation. Use when documenting APIs, generating client SDKs, or implementing contract-first API design.

This skill should be used when starting any feature or bug fix, exploring unfamiliar code, making commits or PRs, or when unsure which agent or approach to use. Covers agent routing, git discipline, testing workflow, and proactive quality practices.

Creates Claude Code slash commands with optimized content and proper front matter following official best practices. Use when user says 'create a command' or 'make a slash command'.

Эксперт по SMM. Используй для стратегий в Instagram, Facebook, TikTok, LinkedIn, контент-планов и community management.

This skill should be used when educators, trainers, curriculum designers, or instructional designers need to create comprehensive lesson plans from a topic. The skill generates structured educational content with learning objectives aligned to Bloom's taxonomy, content outlines, interactive exercises, assessment quizzes, and instructor notes. It can read existing .docx and .pptx files for context and exports final lesson plans as .docx files. Triggers include requests to create lesson plans, generate curriculum, build training materials, or develop educational content.