The All-in-One AI Plugin for Chemical Engineers

Skills for chemical engineers 17

• chemical process optimizerAnalyzes reactor and plant data, simulates scenarios, and recommends efficiency, cost, and quality fixes, such as cutting a batch yield loss.
• process simulation assistantBuilds flowsheets, sizes equipment, and closes material and energy balances, like a distillation column balance for your new unit.
• chemical reaction simulation assistantModels kinetics, reactor design, thermodynamics, and catalysts, for example predicting conversion when you raise reactor temperature by 10 C.
• process optimization analystRuns statistical analysis, root cause analysis, and experiment design, such as finding why your line's cycle time drifted up.
• chemical data visualization assistantTurns process data into plots, dashboards, and 3D structures, like a temperature profile chart across your reactor.
• chemical engineering software advisorGuides software choice, troubleshooting, and training, for example comparing Aspen Plus and DWSIM for your team's simulation needs.

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

Ready-made prompts 361

• Biochemical Engineering Support20 prompts, like Analyze Biochemical Data Patterns
• Chemical Reaction Simulation20 prompts, like Analyze Simulation Parameter Sensitivity
• Material Property Prediction18 prompts, like Analyze Prediction Errors and Improve Accuracy
• Process Optimization22 prompts, like Analyze Cost Implications of Process Changes
• Environmental Impact Analysis19 prompts, like Analyze Process Emissions Data
• Safety Protocol Development22 prompts, like Chemical Engineering Regulatory Compliance Check
• Literature Review and Research19 prompts, like AI in Chemical Engineering

Apps you can build with AI 3

• Reviewed research evidence and writing workspaceKeeps every R&D claim traceable to a source, so your technical reports survive review without rework. Demo included.
• Source-linked research writing and review workbenchCuts document revision cycles while keeping source accuracy, useful for process design basis documents and literature sections. Demo included.
• Specialist literature monitoringTracks new papers on your narrow topic, like a specific catalyst or regulation, with clear inclusion decisions. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Process Parameter Window Study Agent". Each one also has a guided set-up with sample data on its page.

• Process Parameter Window Study AgentDefine an operating window that the data actually support, with extra runs where it is thin.
• Raw Material Variability Study AgentIdentify which raw material attributes drive process outcomes and propose tighter specifications backed by data.
• Hazard Study Recommendation Closure AgentOpen hazard study recommendations are tracked to documented closure or a justified decision.
• Safety Device Test Schedule AgentNo safety device goes past its test date, and every failed test is followed to a passing retest.
• Feedstock Price and Margin Impact AgentMargin effects of price changes are known within days, with tested options for products that fall below target.
• Pilot Plant Run Readiness AgentEvery run starts with permits, materials, procedures and staff confirmed and no last-minute surprises.
• Supplier Change Notice Impact AgentEvery supplier change is assessed, tested and approved or rejected before the new material enters production.
• Environmental Permit Compliance AgentEvery permit limit and deadline is checked each month with a ready report and no surprises
• Process Unit Deviation Watch AgentEarly warning of process drifts with likely causes
• Management of Change Review AgentChanges start up only after every review and update is complete
• Heat and Mass Balance Reconciliation AgentClosed balances and a list of suspect meters
• Reactor Model Calibration AgentA reactor model that predicts plant results within tolerance

Connections (MCP servers) 11

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• GNU Units MCP serverLets your AI convert between thousands of units and check unit math, all offline.
• Wolfram Alpha MCP serverLets your AI look up facts, do math, and answer science and data questions through Wolfram Alpha.
• MATLAB MCP serverLet your AI write and run MATLAB code, make interactive plots, and run long jobs for you.
• Scholar MCP serverYour AI can search academic papers, read them, map citations, and save them into a personal library.
• Grounding MCP serverSearch your own PDFs, EPUBs and Word files locally and get answers with page and section citations.
• Gnomon MCP serverGives your AI a reliable calculator and calendar so dates, math, and unit conversions stop being guesses.
• Patsnap Patent & Literature Search MCP serverLets your AI search global patents and scientific papers in plain language and pull back readable records. No install needed.
• Calculator MCP serverLets your AI do exact math instead of guessing at numbers.
• SPARKIT MCP serverAsk your AI a science question and get back a cited research report from SPARKIT.
• Fermat MCP serverLets your AI do math and draw charts for you, from simple sums to equations and graphs.
• Decompose MCP serverYour AI can break any text into labelled pieces and show which parts are rules, risks, or just background.

Your Grok Bot team 8

• SimpyBuilds and runs discrete-event simulations of systems with queues, resources, and timed processes.
• Technical ResearcherAnalyzes code repositories, documentation, and technical implementations for informed decisions.
• Diagram ArchitectGenerate technical diagrams from code analysis or descriptions in multiple formats.
• Technical WriterCreates and improves technical documentation for APIs, SDKs, and user guides.
• Swarm Data ProcessorDeploys parallel sub-agent swarms for massive data processing tasks.
• Document Structure AnalyzerAnalyzes document layouts and maps content hierarchy before OCR processing.
• Research Associate Lit Review CopilotAssists research associates with literature review tasks from search to synthesis.
• Chemical Reaction Simulation AssistantSimulates and optimizes chemical reactions for chemical engineers.