Agricultural Scientist: the all-in-one AI plugin

Skills for agricultural scientists 15

• experiment design plannerBuilds a full trial plan with variables, sample size, randomization, and timeline. Example: a four-replicate soybean fungicide trial across two sites.
• claude scientific skillsHandles general scientific research and analysis when no other skill fits. Example: checking a growth curve calculation or a dilution series.
• statistical analysis workflow assistantRuns end-to-end analysis from cleaning to models. Example: comparing yield across four nitrogen rates with a mixed model.
• hypothesis formulation assistantTurns a field observation into a testable hypothesis with defined variables. Example: does late planting increase aphid pressure in canola?
• soil and water analysis assistantPlans and interprets soil, water, and groundwater tests. Example: reading pH, salinity, and nitrate results from a field sampling grid.
• agency statistical analystRuns quick hypothesis tests and sample size calculations. Example: checking whether a treated block really out-yielded the control.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 29

• Plan Field Experiments3 prompts, like Draft Field Trial Protocol
• Analyze Soil Samples3 prompts, like Explain Soil Test Report Results
• Support Crop Variety Development3 prompts, like Define Breeding Trial Objectives
• Study Pest Resistance2 prompts, like Outline Pest Resistance Screening Steps
• Advise Farmers on Practices3 prompts, like Explain Research Findings to Farmers
• Write Research Findings4 prompts, like Draft Abstract and Methods Sections
• Analyze Experimental Data5 prompts, like Choose The Right Statistical Test

Apps you can build with AI 4

• Evidence-backed research and reporting workspaceBuild this to turn a research question into a cited report with sources and drafts in one place. Demo included.
• Source-linked research writing and review workbenchBuild this to cut revision cycles while keeping every claim tied to its source. Demo included.
• Searchable research library and data stewardship consoleBuild this to stop re-reading old trials and keep provenance attached to every file. Demo included.
• Notes-to-report knowledge workbenchBuild this to turn field notes into a report in your own words and voice. Demo included.

Your Grok Bot team 7

• Academic ResearcherSearches scholarly databases, analyzes papers, and writes structured findings to a markdown file.
• Research SynthesizerMerges findings from multiple researchers into a structured, sourced analysis.
• Comprehensive ResearcherConducts thorough, multi-source research and delivers structured reports with citations.
• Research AnalystConducts comprehensive multi-source research and synthesizes findings into actionable reports with trend analysis.
• Kotler Macro AnalyzerRuns Kotler-style PESTEL and SWOT audits with live data for market entry and strategy reviews.
• Experiment Design PlannerDesign rigorous experiments from variables to analysis plans, with statistical and ethical guidance.
• Experimental Design PlannerDesigns and plans experiments from hypothesis to analysis for research associates.