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MessageAI Rubric
Defines a 100-point grading rubric for a messaging app project with AI features, covering infrastructure, mobile quality, AI implementation, and deliverables.
BIOF-309, Spring 2020 Rubric
Defines a grading breakdown for a bioinformatics course: 15% Datacamp career track, 10% mini-project, 75% final project with a detailed rubric.
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.
RE-Bench Formal Scoring Rubric
Defines seven scoring axes, metrics, and a weighted composite formula for evaluating reverse engineering LLMs.
proj2rubric
Scores a project against a rubric with 30 criteria, each linked to evidence in the original repository.
Evaluation Rubric for LLM-Generated Outputs
Provides a 7-dimension scoring rubric (0-3 scale) with weighted totals to evaluate LLM output quality in a data platform context.
README_rubric
Checklist for building a DataCamp course, covering brainstorming, personas, capstones, outline, a complete lesson, and course description.
proj3rubric
Scores a team project against 22 rubric criteria, each with evidence links and self-assessment values.
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.
NEAR Protocol Project Scoring Rubric
Defines an 8-category scoring rubric for evaluating NEAR Protocol projects, each with point ranges and AI evaluation prompts.
HW5 Rubric Template
Provides a blank rubric template with 100 assessment criteria for grading a software engineering homework assignment, plus a completed example for one repository.
Multi-Framework Scoring Rubric
Defines a 0, 10 scoring rubric across five frameworks and AWS pillars for automated architecture assessment.
new-rubric
- 4 - All requirements from 3 are met. The application completes all iterations above and implements one or
Liscribe v2 — Rubric of Success
Defines the complete UI specification, success criteria, and non-negotiable principles for a macOS transcription app with three independent workflows.
proj2rubric
Scores a project against a 29-criterion rubric with point values and evidence links for each assessment item.
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.
Sprint 0 Marking Scheme
Provides a marking rubric for evaluating Sprint 0 deliverables including summary, competition, backlog, setup, documentation, definition of done, personas, process, and user experience.
TA Grading Rubric
Defines a 50-point grading rubric with four categories and a core principle of leniency for demonstrated understanding.
Massive JSON Kerchunking
Documents an attempt to kerchunk 23 years of daily netCDF files into a single JSON reference, hitting memory limits.
type(docs) ==> List[Document], hence used split_documents
Demonstrates four LangChain text splitters, RecursiveCharacter, Character, HTMLHeader, and RecursiveJson, with code examples and explains when to use each.
Split
Documents 15+ text chunking methods for RAG pipelines, including recursive, semantic, entity-aware, and graph-based splitting.
语义块切分 Semantic Chunking
Implements semantic chunking for RAG by splitting text at points where sentence similarity drops below a threshold.
embedding-first-chunking-second-smarter-rag-retrieval-with-max-min-semantic-chunking
Explains Max-Min Semantic Chunking, an embed-first chunk-second strategy that uses semantic similarity to set chunk boundaries for better RAG retrieval.
elevellabs-chunking
Explains how to use the ElevenLabs Text to Dialogue API for multi-speaker audio generation with chunking for long-form content.