academic-orchestrator
CommunityAutomate research loops directly in your repo
AuthorAnXueHua
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Researchers often struggle to manage iterative experiment planning, execution, and review within a codebase, leading to fragmented state, missed insights, and repetitive manual steps.
Core Features & Use Cases
- End‑to‑end loop orchestration: Initializes, drafts, executes, reviews, and iterates research plans stored in
plan/andtemp/directories. - Scientific rigor prompts: Provides PI‑style prompting and critique layers to keep hypotheses falsifiable and evidence‑driven.
- Flexible continuation: Allows starting new loops or resuming existing ones, handling decisions such as accept, iterate, rollback, or archive.
Quick Start
Start a research loop in the current repository with the goal “test a new regularizer” and the identifier “regularizer_test”.
Dependency Matrix
Required Modules
codexgit
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: academic-orchestrator Download link: https://github.com/AnXueHua/auto-research/archive/main.zip#academic-orchestrator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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