Calculator Workbench
Ring oscillator frequency, SRAM assist margin, and DRAM refresh-window controls are live with explicit teaching-data boundaries.
Open calculators ->TOOLS
Make the calculator.
Keep the sandbox small.
Practice and portal competitors win because users can do something immediately. SemiAgora should add tools as fixed-data calculators, workbench launchers, and evidence checklists before allowing arbitrary user inputs.
TOOL QUEUE
Build from public datasets first.
The tool plan copies the useful behavior of calculators and simulators while keeping execution risk low. Users get immediate interaction; SemiAgora keeps rights, safety, and evidence limits clear.
SRAM Write Boundary Workbench
Uses fixed reproduced datasets only.
Open route ->Evidence Card Builder
No uploads; users copy the checklist into their own workflow.
Open route ->Noise Margin Reader
Calculates from bundled public data, not private circuits.
Open route ->Ring Oscillator Estimator
Educational extraction only; no PDK redistribution.
Open route ->DRAM Retention Policy
Lumped RC teaching model only.
Open route ->RTL Trace Reader
Fixed traces first; arbitrary HDL remains blocked.
Open route ->Daily Resource Digest
No PDFs, private data, mirrored repositories, or automatic publication.
Open route ->Research Studio Scope Check
Simulation support and original feedback only; no data manipulation.
Open route ->RESEARCHER SERVICE FIT
Simulation support, not data manipulation.
Graduate services should be framed as rerunning permissible simulations, checking evidence, improving explanation, and drawing original figures. This protects the author and keeps SemiAgora defensible.