autoresearch - Run autonomous iterative research experiments
Runs an autonomous research loop that dispatches fresh Researcher workers, checks compliance, trains, evaluates, and manages git state.
Tags
Updated: 2026-10-07automated researchiterative experimentationsubagentsmodel trainingdeterministic evaluationgit worktrees
Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Read research protocols
- Dispatch fresh Researcher workers
- Run compliance checks
- Execute training commands
- Run deterministic evaluations
- Commit or roll back changes
- Track experiment experience
Inputs
- Research protocol
- Experiment directory
- Git repository
- Experiences log
- User guidance
Outputs
- Progress reports
- Round task list
- Checkpoint artifact
- Evaluation results
- Git commits or rollbacks
- Updated experiences log
Requirements
- Git worktree support
- Fresh worker provider
- Deterministic evaluation script
- Training environment
- Task and timer mechanisms