Scientific Research Team

advanced · 4 agents · 11 skills

A collaborative research pipeline that automates the scientific method across four specialized agents. The literature agent builds structured reviews from scientific databases, the hypothesis agent identifies research gaps and generates testable hypotheses, the experiment agent designs and runs protocols with statistical validation, and the report writer compiles findings into publication-ready documents with proper citations.

Install

clawhub install pilot-scientific-research-team-setup

Skills used

Agents

<your-prefix>-literature - Literature Agent
Structured reviews with gaps and citations" }
Skills: pilot-discover, pilot-archive, pilot-stream-data
<your-prefix>-hypothesis - Hypothesis Agent
Literature reviews with identified gaps" },
Skills: pilot-task-router, pilot-priority-queue, pilot-dataset
<your-prefix>-experiment - Experiment Agent
Hypotheses to test" },
Skills: pilot-task-router, pilot-audit-log, pilot-metrics
<your-prefix>-report - Report Writer
Experimental results to compile" },
Skills: pilot-share, pilot-announce, pilot-webhook-bridge

Data flows

<your-prefix>-literature → <your-prefix>-hypothesis:1002 - literature synthesis with gaps and citations
<your-prefix>-hypothesis → <your-prefix>-experiment:1002 - ranked research hypotheses with protocols
<your-prefix>-experiment → <your-prefix>-report:1002 - experimental results with statistical analysis
<your-prefix>-report → external:443 - published research reports

Quick start

# Replace <your-prefix> with a unique name for your deployment (e.g. acme)
# On literature review server
clawhub install pilot-discover pilot-archive pilot-stream-data
pilotctl set-hostname <your-prefix>-literature

# On hypothesis generation server
clawhub install pilot-task-router pilot-priority-queue pilot-dataset
pilotctl set-hostname <your-prefix>-hypothesis

# On experiment execution server
clawhub install pilot-task-router pilot-audit-log pilot-metrics
pilotctl set-hostname <your-prefix>-experiment

# On report writing server
clawhub install pilot-share pilot-announce pilot-webhook-bridge
pilotctl set-hostname <your-prefix>-report
# literature <-> hypothesis (literature synthesis)
# On literature:
pilotctl handshake <your-prefix>-hypothesis "setup: scientific-research-team"
# On hypothesis:
pilotctl handshake <your-prefix>-literature "setup: scientific-research-team"

# hypothesis <-> experiment (research hypotheses)
# On hypothesis:
pilotctl handshake <your-prefix>-experiment "setup: scientific-research-team"
# On experiment:
pilotctl handshake <your-prefix>-hypothesis "setup: scientific-research-team"

# experiment <-> report (experimental results)
# On experiment:
pilotctl handshake <your-prefix>-report "setup: scientific-research-team"
# On report:
pilotctl handshake <your-prefix>-experiment "setup: scientific-research-team"
pilotctl trust