AI agents running research on single-GPU nanochat training automatically
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Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
- autonomous-research
- citation-verification
- llm-agents
- multi-agent-debate
ATLAS by General Intelligence Capital — Self-improving AI trading agents using Karpathy-style autoresearch
FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes results, revises paths, and builds a full paper—all in an editable graph you can inspect, branch, redirect, with claims and figures linked to evidence
- ai-agents
- ai-scientist
- automated-research
- autoresearch
Deterministic quality scorer for AI agent instruction files — 8-dimension scoring with security, multi-format (SKILL.md, CLAUDE.md, .cursorrules, AGENTS.md), anti-gaming detection, zero dependencies
- autoresearch
- claude-code
- cli
- developer-tools