webfuse-com/awesome-autoresearch resource

Health v2 · maintenance only

Flags: no_releases young no_license

Adoption not part of the score

2499 stars · 187 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list indexing autonomous improvement loops, research agents, and autoresearch-style systems inspired by Andrej Karpathy's autoresearch keep-or-revert loop. It catalogs general-purpose descendants, research-agent systems, platform ports, domain-specific adaptations, and evaluation benchmarks.

Use cases

• find autonomous AI research agent frameworks
• discover tools that run automated experiment loops with keep-or-revert evaluation
• compare autoresearch implementations for Claude Code and Codex
• learn how Karpathy's autoresearch loop works
• find self-improving agent systems for ML training optimization
• locate benchmarks for autonomous research agents

When to choose

• you want a curated index of autoresearch-style tools and adaptations rather than a single implementation
• you are exploring the ecosystem of autonomous research loops before picking a framework
• you want references across domains like ML training, GPU kernels, and software metrics

When to avoid

• you need a runnable autoresearch tool itself rather than a list of links
• you need guaranteed permissive licensing for the listed projects (the list itself has a non-standard license notice)
• you need production support or maintenance guarantees for any listed project

Facets

learning-resource · maturity active

agent-framework machine-learning developer-tools artificial-intelligence machine-learning awesome-lists cross-platform awesome-list autoresearch research-agents self-improving-systems keep-or-revert karpathy experiment-loops curated-list ai-agents research

Member repositories

For agents

markdown · JSON · MCP: product_card(name="webfuse-com/awesome-autoresearch")