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rawrubric
Provides a weighted scoring rubric to evaluate repositories for kernel and OS primitives, classifying them from kernel-grade to application-level.
! Project 3: Web APIs & NLP
Defines a binary classification project using Reddit API or PRAW to collect posts from two subreddits and train an NLP classifier.
Criteria 1: Quality of Exploratory Data Analysis (20%) [20]
Defines a 3-criteria marking rubric for a logistic regression assignment, each with four grade bands and specific descriptors.
Thesis Falsifier
Defines a RAG-based web app that generates 19-point falsification assessments of research papers from uploaded PDFs.
Sprint 0 Marking Scheme
Provides a grading rubric for a Sprint 0 deliverable, scoring summary, competition, backlog, setup, documentation, definition of done, personas, process, and user experience.
RAG Evaluation
Explains how to measure RAG system quality using four RAGAS metrics, faithfulness, answer relevancy, context precision, and context recall.
[[Retrieval Augmented Generation|RAG]]: Trade-offs & Evaluation Strategy
Summarizes RAG trade-offs and defines a formal evaluation pipeline with retrieval and generation metrics.
Judging Rubric
Defines a 100-point scoring rubric for an AI-for-social-good hackathon, covering five criteria with detailed score bands and tie-breaking rules.
The Evals Gap
Explains why LLM non-determinism breaks traditional testing and demonstrates the effect with a temperature experiment.
Decodable Story Quality Rubric
Guides writers of decodable readers through six story-quality checks, balancing phonics constraints with natural dialogue, clear setup, logical actions, emotional arc, and payoff.
Hook Rubric (score out of 10)
Scores video hooks on six dimensions and provides a timed script template for agency-to-SaaS messaging.
Using Performance Metrics to Evaluate RAG Systems
Walks through evaluating RAG systems with Qdrant and Relari, covering Top-K parameter tuning and auto prompt optimization.
EGG Rubric: Corporate Sustainability Evaluation Framework
Provides a detailed scoring rubric for evaluating corporate sustainability across five themes using commitment strength, specificity, and temporal evolution.
Instructions for Claude Code: n8n Meal Feedback LLM Evaluation Workflow
Guides building an n8n workflow that uses a thinking model to generate ground truth answers and evaluates cheaper prompts against them.
Glossary
Defines retrieval, chunking, embedding, search, reranking, and synthesis terms with formulas, examples, and metric comparisons for RAG experiments.
Project 2: Full-Stack Application
Defines a graded full-stack project assignment requiring AI modalities, authentication, CI/CD, and Agile documentation.
RAG Evaluation Guide
Defines a repeatable workflow to evaluate RAG retrieval and answer quality across multiple retriever configurations using RAGAS and custom metrics.
Sprint 2-4 Marking Scheme
Provides a rubric for grading sprints 2-4, covering planning, stand-ups, user stories, Jira tracking, completion, design, documentation, and demo.
Multi-Framework Scoring Rubric
Defines a 0, 10 scoring rubric across five frameworks and AWS pillars for automated architecture assessment.
README_rubric
Checklist for building a DataCamp course, covering brainstorming, personas, capstones, outline, a complete lesson, and course description.
RE-Bench Formal Scoring Rubric
Defines seven scoring axes, metrics, and a weighted composite formula for evaluating reverse engineering LLMs.
proj3rubric
Scores a team project against 22 rubric criteria, each with evidence links and self-assessment values.
Sprint 2-4 Marking Scheme
Provides a pre-filled grading rubric for sprints 2, 4 with scoring criteria and example marks for a specific team.
Rubric for marking the remote sensing report
Provides a seven-level marking rubric for grading remote sensing reports across eight categories like code, presentation, and interpretation.