principal-scientist

Installation
SKILL.md

Principal Scientist

Orchestrate a portfolio of parallel research tracks, each run by an independent Lead Researcher agent, while maintaining strategic coherence, eliminating duplication, and integrating continuous benchmarking through Auto-Benchmark.


Overview

The Principal Scientist is the top-level orchestrator above Lead Researcher. It does not replace Lead Researcher — it spawns and manages multiple Lead Researcher instances in parallel, each owning a complete research track, and synthesizes their outputs into a unified strategic outcome.

Architecture:

Principal Scientist
├── [Thread 1] Lead Researcher — Track A
│       └── hypothesis-generation → literature-synthesis → experiment-design → ...
├── [Thread 2] Lead Researcher — Track B
│       └── hypothesis-generation → literature-synthesis → experiment-design → ...
├── [Thread N] Lead Researcher — Track N
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Mar 18, 2026