AI-Atlas score
| Machine Learning | 57 |
|---|---|
| Computer Vision | 20 |
| Data Science | 0 |
| NLP & LLMs | 71 |
| AI Agents | 74 |
| MLOps | 37 |
Each node is one domain, scored only from evidence in these public repositories. Select one to see why.
Deep, repeated, well-engineered work in this domain.
19 public repositories → 9 with AI work, evaluated. The other 10 (repositories without AI code, forks and empty repositories) are not scored and have no effect on the result. How repositories are selected
Ordered by how much each project adds to the Atlas score, not by its own score. A project with evidence in several domains can rank above one with a slightly higher project score. Choose a domain to focus on the projects with meaningful evidence there.
34% of Atlas Score
Agent Wiki is a Python-based tool that provides a plain-markdown vault for AI agents to store and retrieve knowledge, featuring a CLI, HTTP server, and integrations with agents like Claude Code and OpenCode for persistent memory across sessions.
24% of Atlas Score
VRAM Lend is a tool that enables inference engines to lend GPU memory to other processes while continuing to serve requests, consisting of a borrower CLI, documentation for engine integration, and benchmarks/tests. It is designed for use with large Mixture of Experts models on consumer GPUs.
16% of Atlas Score
pi-clearthen is a TypeScript extension for the pi coding agent that provides a `/clearthen` command to clear the agent's context and run a prompt, featuring a self-clearing handoff mode for managing long tasks via automatic context boundary detection and handoff document generation.
5% of Atlas Score
AgentSquire is a Python library and CLI tool that enables developers to package and install agent skills into various agent harnesses (such as Claude Code, pi, Hermes, and opencode) from their Python packages.
5% of Atlas Score
The repository provides a Hermes plugin that enables Hermes to use llama.cpp servers (llama-server or llama-swap) as a model provider, featuring endpoint detection, template capability probing, and reasoning control.
5% of Atlas Score
HermesConsole is an Android application that provides an always-on voice console for a wall tablet, integrating wake word detection, speech-to-text, text-to-speech, and an LLM agent via Hermes gateway to enable hands-free voice interactions.
