Orchestrate autonomous research loops
autoresearchskillsetup L3★9,423
Orchestra-Research/AI-Research-SKILLs ↗What it does
Orchestrate autonomous research with two-loop experiment-synthesis cycle
Best for
Multi-hypothesis research requiring tight iteration between rapid experiments and systematic discovery.
Inputs
- · research question
- · initial hypotheses
- · literature references
Outputs
- · research findings
- · papers
- · presentations
Requires
- · Claude Code /loop
- · OpenClaw heartbeat
- · domain skills
Preconditions
- · clear research question
- · workspace structure initialized
- · agent continuity loop configured
Failure modes
- · loses progress if continuity loop not set up
- · research stalls without periodic synthesis reflection
Trust signals
- · two-loop architecture separates execution (inner) from reflection (outer)
- · tested on multi-week research projects