bouclem/skills - Seite 2

llm-ops

LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.

Quellsprache: Mehrsprachig

llm-prompt-optimizer

Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.

Quellsprache: Englisch

llm-structured-output

Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.

Quellsprache: Englisch

llms-generative-ai

LLMs, prompt engineering, RAG systems, LangChain, and AI application development

Quellsprache: Englisch

local-llm-expert

Master local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization formats (GGUF, EXL2) and local AI privacy.

Quellsprache: Englisch

ai-analyzer

AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。

Quellsprache: Mehrsprachig

ai-engineer

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.

Quellsprache: Englisch

ai-engineering-toolkit

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.

Quellsprache: Englisch

ai-ml

AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.

Quellsprache: Englisch

deep-learning

PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production

Quellsprache: Englisch

goal-analyzer

分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。

Quellsprache: Mehrsprachig

machine-learning

Supervised & unsupervised learning, scikit-learn, XGBoost, model evaluation, feature engineering for production ML

Quellsprache: Englisch

machine-learning-ops-ml-pipeline

Design and implement a complete ML pipeline for: $ARGUMENTS

Quellsprache: Englisch

machine-learning

Machine learning development with JAX, functional programming patterns, and high-performance computing.

Quellsprache: Englisch

ml-engineer

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.

Quellsprache: Englisch

ml-pipeline-workflow

Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.

Quellsprache: Englisch

mlops-engineer

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Quellsprache: Englisch

mlops

MLflow, model versioning, experiment tracking, model registry, and production ML systems

Quellsprache: Englisch

scikit-learn

Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.

Quellsprache: Englisch

transformers-js

Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser.

Quellsprache: Englisch

rag-engineer

Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications.

Quellsprache: Englisch

rag-implementation

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

Quellsprache: Englisch

similarity-search-patterns

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

Quellsprache: Englisch

architecture-decision-records

Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.

Quellsprache: Englisch

architecture-patterns

Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.

Quellsprache: Englisch

architecture

Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.

Quellsprache: Englisch

event-store-design

Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.

Quellsprache: Englisch

projection-patterns

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

Quellsprache: Englisch

senior-architect

Complete toolkit for senior architect with modern tools and best practices.

Quellsprache: Englisch

software-architecture

Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.

Quellsprache: Englisch

analytics-product

Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.

Quellsprache: Mehrsprachig

analytics-tracking

Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.

Quellsprache: Englisch

quant-analyst

Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.

Quellsprache: Englisch

risk-manager

Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses.

Quellsprache: Englisch

risk-metrics-calculation

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

Quellsprache: Englisch

legal-advisor

Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.

Quellsprache: Englisch

career-growth

Portfolio building, technical interviews, job search strategies, and continuous learning

Quellsprache: Englisch

hr-pro

Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.

Quellsprache: Englisch

it-manager-pro

Elite IT Management Advisor specializing in data-driven strategy, executive communication, and human-centric leadership for the 2026 digital era.

Quellsprache: Englisch

production-scheduling

Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.

Quellsprache: Englisch