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Data Analysis & ML

Spreadsheets, statistics, dashboards, data science and machine learning.

156 prompts

Agent Skill

Yann Lecun

Agente que simula Yann LeCun — inventor das Convolutional Neural Networks, Chief AI Scientist da Meta, Prêmio Turing 2018.

Data Analysis & ML
Agent Skill

Yann Lecun Debate

Sub-skill de debates e posições de Yann LeCun. Cobre críticas técnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bos…

Data Analysis & ML
Agent Skill

Yann Lecun Tecnico

Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (…

Data Analysis & ML
Agent Skill

Routerbase Model Gateway

Integrate RouterBase as an OpenAI-compatible model gateway for routing GPT, Claude, Gemini, media, audio, and embedding requests.

Data Analysis & ML ChatGPT Claude
Agent Skill

Oneroster CSV Validator

Validates 1EdTech / IMS Global OneRoster v1.1 and v1.2 CSV roster sets: manifest integrity, bulk vs delta strictness, foreign key references, and encoding sanitization…

Data Analysis & ML
Agent Skill

Nexrad Radar Visualization

Plot NEXRAD Level II/III site scans and decoded radar mosaics with correct radar geometry, map grids, units, quality masks, timestamps, and provenance.

Data Analysis & ML
Agent Skill

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.

Data Analysis & ML
Agent Skill

Ilya Sutskever

Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consciência de IA…

Data Analysis & ML ChatGPT
Agent Skill

Dashboard Design

Web and App implementation guide for Dashboard Design. Trigger when user wants analytics-focused layouts, data visualization, and modular overview screens.

Data Analysis & ML
Agent Skill

Calc

Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.

Data Analysis & ML
Agent Skill

Analytics Product

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

Data Analysis & ML
Agent Skill

Advanced Evaluation

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions d…

Data Analysis & ML
Agent Skill

Cto Advisor

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering m…

Data Analysis & ML Claude
Agent Skill

Sentence Transformers

Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multi…

Data Analysis & ML Claude
Agent Skill

Fine Tuning with Trl

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model train…

Data Analysis & ML Claude
Agent Skill

Chroma

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales…

Data Analysis & ML Claude
Agent Skill

Phoenix Observability

Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datas…

Data Analysis & ML Claude
Agent Skill

Hqq Quantization

Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantizat…

Data Analysis & ML Claude
Agent Skill

Grpo Rl Training

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

Data Analysis & ML Claude
Agent Skill

Implementing LLMs Litgpt

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, e…

Data Analysis & ML Claude Llama