Auto-claude-code-research-in-sleep
★ 11.0k
vs
gortex
★ 62
Auto-claude-code-research-in-sleep vs gortex
Auto-claude-code-research-in-sleep: Auto-claude-code-research-in-sleep (ARIS) is a set of custom Claude Code skills for autonomous ML research workflows. It orchestrates cross-model collaboration, with Claude Code executing research tasks and an external LLM (like GPT-5.4) critically reviewing. This system can autonomously discover ideas, run experiments, and write/refine research papers, allowing researchers to wake up to ready-to-submit results.; gortex: Gortex is a code intelligence engine that builds an in-memory knowledge graph of repositories. It provides CLI, MCP Server, and web UI for querying symbols, dependencies, and impact analysis. Designed for AI coding agents, it cuts token usage by ~94% by replacing multiple file reads with a single smart_context call.
01
TL;DR
Choose Auto-claude-code-research-in-sleep if…Explore new research areas and discover novel ideas through literature surveys and brainstorming.
Choose gortex if…Integrate with AI coding agents as a context engine to reduce token usage
02
Side-by-Side Comparison
03
Features
Auto-claude-code-research-in-sleep0118 composable skills for flexible workflow chaining.
02Automated idea discovery including literature survey, brainstorming, novelty check, and GPU pilot experiments.
03Autonomous multi-round review loop to iteratively improve research with experiments.
04Comprehensive paper writing pipeline from narrative to submission-ready LaTeX/PDF.
05Cross-model collaboration for adversarial review, breaking single-model blind spots.
gortex01Knowledge graph of files, symbols, imports, call chains, and type relationships
02Multi-repo workspaces with cross-repo symbol resolution and scoping
0392 languages support via tree-sitter and regex extractors
0449 MCP tools for symbol lookup, analysis, scaffolding, and agent feedback
05Semantic search with hybrid BM25 + vector search and RRF fusion
04
Use Cases
Auto-claude-code-research-in-sleep↳Explore new research areas and discover novel ideas through literature surveys and brainstorming.
↳Automate the iterative review and refinement of research projects, including running experiments, until submission-ready.
↳Transform research narratives into submission-ready academic papers with a full writing and formatting pipeline.
gortex↳Integrate with AI coding agents as a context engine to reduce token usage
↳Multi-repository impact analysis and cross-repo refactoring
↳Semantic code search and codebase understanding for developers
05
Best For
Auto-claude-code-research-in-sleepTrendingMulti-AgentWorkflow Automation
gortexTrendingCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between Auto-claude-code-research-in-sleep and gortex?
Both Auto-claude-code-research-in-sleep and gortex are in the Workflow Automation category. Auto-claude-code-research-in-sleep has 11.0k stars, while gortex has 62 stars.
Which is better, Auto-claude-code-research-in-sleep or gortex?
The best choice depends on your use case. Choose Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming., and gortex if Integrate with AI coding agents as a context engine to reduce token usage.
Is Auto-claude-code-research-in-sleep free or open source?
Yes, Auto-claude-code-research-in-sleep is open source on GitHub (MIT).
Is gortex free or open source?
Yes, gortex is open source on GitHub (NOASSERTION).
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