AI Developer Tool · Python

atlas-builder-review-and-upgrades

Rick@JuiceB0xC0de · Atlas 73.3 · #2= builder

What it is

This repository provides a toolkit for running interpretability analyses on Hugging Face causal language models, including activation census, OV-circuit analysis, and compliance-behaviour axis extraction. It is designed as a developer tool for debugging and understanding model internals.

Scored from the code at its last scan, 22 Oct 2026. How merit is scored

Where it counts

NLP & LLMs90%
Machine Learning80%
Data Science40%
MLOps20%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the NLP & LLMs board

Whole board

RankProjectBuilderFieldMerit

18rag-data-synthesizerAI Developer Tool · PythonRAG Data Synthesizer is a toolkit for generating synthetic document collections (including Markdown source, visual assets, and rendered PDFs) for retrieval-augmented generation (RAG) development and evaluation, featuring scenario-neutral scripts for SVG generation and PDF…58.6/100AdvancedJarad PeckenpaughNLP & LLMs
19, shared rankaios-claude-codeML Application · TypeScriptAIOS is a starter kit for configuring Claude Code as a local AI operating system. It includes scripts to convert business documents (docx, xlsx, pdf) and media (images, videos) into a format consumable by Claude, along with a configuration system and an optional dashboard.58.4/100AdvancedAngelescu Andrei-CiprianNLP & LLMs
19, shared rankatlas-builder-review-and-upgradesAI Developer Tool · Python58.4/100AdvancedRickNLP & LLMs
21atlas-inferenceOther AI Project · PythonThe repository investigates whether a static feature atlas of a frozen language model can serve as a runnable surrogate by testing three gates: bridging features to vocabulary, concept directions, and layer-to-layer dynamics. It finds that while the atlas can produce coherent…58.1/100ImplementationRickNLP & LLMs
22orionOther AI Project · TypeScriptOrion is a local-first desktop application for tracking hunting sessions in the game Entropia Universe. It monitors the game's chat log to extract events (loot, skill gains, combat, etc.), stores them in a local database, and provides analytics through a React/TypeScript…57.0/100ImplementationNepheriusNLP & LLMs

What it is

Where it counts

Around it on the NLP & LLMs board

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