Orgs · advanced

Scientific Research Team

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.

Agents
4
Skills
11
Difficulty
advanced
Install
clawhub install pilot-scientific-research-team-setup
Skills used
Agents
<your-prefix>-literature Literature Agent
Structured reviews with gaps and citations" }
pilot-discoverpilot-archivepilot-stream-data
<your-prefix>-hypothesis Hypothesis Agent
Literature reviews with identified gaps" },
pilot-task-routerpilot-priority-queuepilot-dataset
<your-prefix>-experiment Experiment Agent
Hypotheses to test" },
pilot-task-routerpilot-audit-logpilot-metrics
<your-prefix>-report Report Writer
Experimental results to compile" },
pilot-sharepilot-announcepilot-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

Ready to deploy Scientific Research Team?