orchestration skill · Orchestra-Research/AI-Research-SKILLs

Autoresearch

Two-loop autonomous workflow for literature survey, ideation, experiments, synthesis, and paper writing with domain-skill routing.

Parent repository GitHub

Type: orchestration skill
Repository: Orchestra-Research/AI-Research-SKILLs
Readiness: Usable for guided research workflows, but framework guidance, autonomous claims, and demo results require project-specific validation
Keywords: 7

Location

Repository path

0-autoresearch-skill/

Invocation

Install the library and request autonomous research; Claude Code /loop is documented for continuous operation.

Setup

Installation / activation

Explicit autonomous-research request; routes to relevant domain skills.

Keywords

autoresearchresearch lifecycletwo-loopliteratureexperimentssynthesispaper

Repository context

Orchestra-Research/AI-Research-SKILLs

MIT-licensed, cross-agent library of 98 stated SKILL.md research and engineering playbooks in 23 categories; for Claude Code it installs as individual or category skills and adds an autoresearch layer that routes literature, ideation, experimentation, analysis, artifact, and paper-writing work across domain skills.

AI researchMachine learning engineeringLarge language modelsModel trainingModel evaluationMechanistic interpretabilityInference and servingMLOps and infrastructureRetrieval-augmented generationMultimodal AIAI safety and alignmentScientific communication

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