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Skills dans ce dépôt
SkillsMP a collecté 450 skills depuis bouclem/skills. Ouvrez un skill pour examiner sa source et ses détails.
bouclem/skillsAffichage de 40 skills collectés sur 450.
LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.
Langue du texte source : Plusieurs langues
Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
Langue du texte source : anglais
Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.
Langue du texte source : anglais
LLMs, prompt engineering, RAG systems, LangChain, and AI application development
Langue du texte source : anglais
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.
Langue du texte source : anglais
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。
Langue du texte source : Plusieurs langues
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
Langue du texte source : anglais
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.
Langue du texte source : anglais
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
Langue du texte source : anglais
PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production
Langue du texte source : anglais
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。
Langue du texte source : Plusieurs langues
Supervised & unsupervised learning, scikit-learn, XGBoost, model evaluation, feature engineering for production ML
Langue du texte source : anglais
Design and implement a complete ML pipeline for: $ARGUMENTS
Langue du texte source : anglais
Machine learning development with JAX, functional programming patterns, and high-performance computing.
Langue du texte source : anglais
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.
Langue du texte source : anglais
Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.
Langue du texte source : anglais
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.
Langue du texte source : anglais
MLflow, model versioning, experiment tracking, model registry, and production ML systems
Langue du texte source : anglais
Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.
Langue du texte source : anglais
Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser.
Langue du texte source : anglais
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications.
Langue du texte source : anglais
RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.
Langue du texte source : anglais
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
Langue du texte source : anglais
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.
Langue du texte source : anglais
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.
Langue du texte source : anglais
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Langue du texte source : anglais
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Complete toolkit for senior architect with modern tools and best practices.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.
Langue du texte source : Plusieurs langues
Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
Langue du texte source : anglais
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.
Langue du texte source : anglais
Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.
Langue du texte source : anglais
Portfolio building, technical interviews, job search strategies, and continuous learning
Langue du texte source : anglais
Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.
Langue du texte source : anglais
Elite IT Management Advisor specializing in data-driven strategy, executive communication, and human-centric leadership for the 2026 digital era.
Langue du texte source : anglais
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.
Langue du texte source : anglais