ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Run a Parallel Autonomous ML Research Organization on your OpenClaw instance.

Research Agora: Claude Code skills, benchmarks & tools for ML researchers — paper writing, citation verification, experiment tracking, LaTeX automation

Quantum-inspired Echo State Network for multi-agent behavior analysis (MABe challenge)

Code for the paper "2Mamba2Furious: Linear in complexity, competitive in accuracy"

Enhance research paper writing by organizing workflows, improving structure, and supporting self-review for clear, logical, and well-aligned content.

Automated Framework for Evaluating Chain-of-Thought Reasoning in LLMs.

Benchmarking PEFT (LoRA vs adapters) for ECG segment classification using Wav2Vec2, HuBERT, and ECG-FM with full metric reporting and ablations.

Oral & Spotlight papers from top AI conferences (NeurIPS / ICLR / ICML) — curated archive for deep academic study

Hierarchical GNN for fake-news detection on NELA-GT-2022: multi-level graphs (word, sentence, article + metadata) + MLflow, baselines & explainability.

Automate code reviews for general code projects with modular parallel checks, config-driven scope, and clear reports.

Hypothesis-first experiment tracking for agent-driven ML research, wired into Claude Code.

Autonomous ML research agent skill (Agent Skills format). Designs experiments, deploys to Modal GPUs, tracks budget, iterates autonomously.

Claude Code skill for autonomous ML research — from topic to LaTeX paper

This is a comprehensive analysis of 5 HPO algorithms- General Algorithms (GA), Particle Swarm Optimization (PSO), (DE), PyHopper HPO, Bayesian Optimization and HyperBand Optimization (BOHB),

Research-team-swarm plugin for Claude Code. Spec-driven workflows: gap-finding, novel hypothesis generation with falsification criteria, adversarial red-team critique. Bundles HF/arxiv/web/GitHub MCP tools and integrates deeply with the superpowers skill library.

This repository presents four Capstone projects developed as part of the "the AI Engineer" program

Parametric Sigmoid Linear Unit

Provider-neutral autonomous ML research paper writer — ideation -> LaTeX writeup -> peer review -> anti-hallucination numerical audit. Spun out from hermes-sci to remove Hermes-runtime coupling.

A simplified three-phase research workflow for Claude Code: Discovery, Experiment, Paper