Ideas you can build.

Build a phenotyping review workspace that shows three dated rice frames side by side with their published detection boxes, a toggle for the boxes, and a note field per frame. Keep the source citation and licence visible ▎

Build a colony-review workspace: a plate queue, a plate view with the published detection boxes as an overlay, accept/reject per box, and a count that only appears once every box is reviewed. Show the dataset citation an▎

Build a document-chat app over the documents/ folder. Index the documents, answer questions using only retrieved passages, attach a citation chip to every sentence, and open the highlighted passage when a chip is clicked▎

Build a variant-review companion around JBrowse 2: load reference, VCF and BAM as synchronised tracks, let the reviewer jump to a variant from a list, and store a note with locus, call and read support. Do not alter call▎

Build a structure-inspection companion: embed Mol* with PDB 6AU3, list annotations from annotations.csv, highlight the residues of a selected annotation and show its source. Reject annotations outside the sequence and ne▎

Write a napari script that opens a microscopy volume with optional labels and a points layer, adds keyboard shortcuts for slice navigation and layer toggling, and exports reviewed labels and points with a JSON summary of▎

Build a Cellpose review tool: run cyto3 on an image with configurable diameter and thresholds, show masks beside the source pixels, let a reviewer accept or reject each mask with a reason, and export accepted labels with▎

Build a research companion for MorphoGraphX output: show a segmented organ mesh per time point, colour cells by a chosen measurement (area, expansion, anisotropy), and link every cell to its rows in measurements.csv. Kee▎

Build a slide-review companion: show a tissue region tile with QuPath detections overlaid and coloured by class, a class filter, and a per-region summary that always shows numerator and denominator. Keep the chain slide ▎

Scaffold a Payload CMS project with collections for levels, chapters, app examples and glossary, a draft/review/publish workflow, PostgreSQL storage and a Next.js site that renders published content with a shared layout.▎

Build a booking flow with three screens: month view with available days, slot list for the chosen day in the booker's time zone, and a confirmation form. Read availability from data/availability.json, reject a slot that ▎

Build a plant-floor status board from FLOOR.md and status.json: equipment tiles ordered by severity, one clear next action per tile, large touch targets, and an action log. Optimise for a wall display and a tablet.▎

Build a voice agent for one task: transcribe speech, map it to one of a fixed list of intents, ask for confirmation on risky intents, execute via Home Assistant, and log the transcript and outcome.▎

Build a knowledge agent over sources.csv: answer only from those sources, cite every sentence, refuse questions with no supporting source, and show a permanent banner that this is a knowledge example, not a clinical deci▎

Write the n8n code node that validates a sample-sheet CSV: required columns, unit checks, and a list of rows with missing barcodes. Return valid rows and invalid rows separately so the IF node can branch. Log counts for ▎

Build a local Wnt reporter explorer from dose, replicate, reporter and background columns. Preserve raw values, subtract matched background, plot every replicate behind a fitted curve per condition, allow condition selec▎

Build a browser image annotator: place two endpoints for a tissue axis and two daughter-cell centres, compute the acute angle between the undirected axes, draw both axes with the angle label, support undo and keyboard co▎

Build a cross-species marker board: join per-species marker tables through a curated orthology table, show a marker × species matrix with an explicit unknown state for unmapped genes, let the user select a marker to see ▎

Build a ligand–receptor evidence board: join expression.csv and interactions.csv, draw candidate directed edges between cell types, show the ligand row, receptor row and interaction source for the selected edge, and expo▎

Build a clone-lineage explorer from edges.csv and cells.csv. Validate parent links, refuse cycles, let the user select a cell and highlight all descendants, show unresolved parents as dashed nodes, and export the selecte▎

Build a growth dashboard: select fish, choose a normalisation, plot organ and body trajectories with age, show the raw rows behind a selected point and export the normalised table. Refuse rows with missing units.▎

Build a protein-domain track viewer: read proteins.csv and features.csv, validate coordinates against protein length, draw one track per protein with domains styled by evidence kind, show provenance on click and export t▎

Build a puncta review workflow in napari: show image, cell labels and candidate points, let the reviewer assign, accept or reject each candidate with a reason, and export per-cell counts for reviewed cells only plus the ▎

Build an actogram viewer from activity.csv and schedule.csv. Bin activity by the configured size, align to Zeitgeber time, draw a double-plotted actogram with light/dark shading and a marker where the schedule changes, a▎

Build a phase-comparison viewer: show before/after traces, let the reviewer click one peak per trace, compute the wrapped phase difference on a 24-h circle and show it on a dial. Export peaks and the difference.▎

Build a napari review for a nuclear time-lapse: show frames, nucleus labels and spot candidates, let the reviewer reject spots, and export per-nucleus spot counts per frame with the light condition attached.▎

Build a linked seedling viewer: clickable regions from regions.json, the selected region's trace, a reviewer-set onset time per region and an onset comparison table with export.▎

Build a section viewer that overlays tissue masks, reports overlap, computes calibrated area and radial extent per tissue and exports a table whose tissue areas sum to the classified section.▎

Build a radial-growth sandbox: parameters, per-step area allocation, derived radii and rings drawn per step with a table. Include tests for zero production and total-area conservation.▎

Build a reaction-model explorer: load COPASI CSV exports, show the reaction network and species trajectories for a chosen supply, and check the declared sulfur balance before allowing comparisons.▎

Build a connectome explorer from neurons.csv and synapses.csv. Let the user select a neuron, show its pre- and postsynaptic partners with synapse counts, trace a directed path between two neurons, colour nodes by module,▎

Build a movement viewer: load tracks, flag frame gaps, compute calibrated motion, align to stimulus events and replay trajectories with export.▎

Build an occurrence map for one species from a GBIF CSV. Draw each record as a point with a halo scaled to its coordinate uncertainty, mark records without uncertainty distinctly, filter by year and licence, and open the▎

Build a ploidy × trait explorer: join accessions, ploidy evidence and traits, group by documented ploidy with an explicit unknown group, show a matrix with n per cell and the source rows on click, and export.▎

Build a target-gene evidence browser: join assays, contrasts and evidence, show a gene × layer matrix by tissue, keep binding and expression layers separate, and export a shortlist.▎

Build a meristem cell map: draw cells from geometry, colour by a chosen marker with a sequential scale, show missing values as dashed outlines, allow region selection with linked details and export.▎

Build a pulse-response viewer: align replicate traces to pulse start, normalise to explicit baselines, flag zero and missing baselines, show linked views and export.▎

Build a root polyline annotator with scale calibration, parent-branch IDs, undo and keyboard editing; compute polyline lengths and insertion distances, flag disconnected branches and export a branch CSV.▎

Build a napari viewer for two founder-cell contours, shared-wall endpoints and nuclei over time; validate calibration and IDs, compute area and nucleus-to-wall distance per frame and export.▎

Build a spindle timeline: require paired poles and calibration, compute separation and orientation, mark gaps, keep reviewed anaphase/cytokinesis times separate and export.▎

Build a cilia annotation app with yes/no/uncertain per cell, calibrated ciliary polylines, undo and keyboard editing; report counts with the reviewed denominator and export.▎

Build a lineage-and-state viewer: join cells by embryo and barcode, treat barcodes as supplied labels, show collisions, compare state composition and export.▎

Build a ratiometric review: background-correct channels, compute ratios only with a positive denominator, convert to pH only inside a user-supplied monotonic calibration and export.▎

Build a diet × microbe comparison board: show the full design, distinguish unmeasured from zero, allow contrasts only among compatible measurements, show replicates and export.▎

Build a pathway explorer from reaction records: keep yeast and mammalian branches distinct, draw compartment-aware routes, label unknown steps, inspect evidence per reaction and export routes.▎

Build a factor-review app from factors.csv, loadings.csv, variance.csv and samples.csv. Show variance explained per factor and view as a heatmap, let the user select a factor, list its top positive and negative loadings ▎

Build a spatial comparison viewer: side-by-side maps per sample with declared units, overlay only with explicit shared coordinates, missing values distinct from zero, region selection and export.▎

Build a section annotator for retinal boundaries: place calibrated rays, report thickness per layer along each ray, flag missing or crossed layers and export.▎

Build an endpoint board: validate integer counts and affected_n ≤ tested_n, keep controls separate, show proportions beside denominators, compare only compatible units and export.▎

Build a growth-cone trajectory viewer: project displacements onto a user-defined axis, label extension and retraction, preserve gaps, allow point revision and export segments.▎

Build a phylogeny inspector for a supplied nested-JSON tree with tip metadata. Show branch lengths on a time axis, node support as a colour band with a legend, age intervals as bars, and clade selection that lists and ex▎

Build a profile explorer: show raw and normalised DP profiles, refuse to mix abundance bases, compute number-average DP only for molar data and export.▎

Build a patch-clamp review app from sweeps.csv. Let the user choose baseline and measurement windows, show raw and corrected traces, flag clipped or missing samples, compute a per-sweep mean only from the chosen valid wi▎

Build a domain-track viewer with separate annotation and proteomics evidence layers per protein, coordinate validation, species labels and export.▎

Build a peptide-evidence viewer: join peptides to proteins, keep peptide and protein levels distinct, show modified/unmodified signals with replicates, refuse occupancy when the unmodified signal is missing and export.▎

Build a plasmid map viewer: drag-and-drop GenBank or FASTA, circular and linear views, feature table, ORF finder, an enzyme picker that draws cut sites, and PNG/SVG export. Show the file's own annotation source and never▎

Build a qPCR ΔΔCt calculator: load a plate CSV and well map, choose reference gene and calibrator, compute Livak and Pfaffl fold changes with replicate SD, flag undetermined Cts, and export the table and a bar chart with▎

Build a blot densitometer: load an image, draw or auto-detect lane boxes, plot intensity profiles, subtract background, integrate band peaks, normalise to a chosen loading-control lane, flag saturated pixels, and export ▎

Build a flow-cytometry viewer: load an .fcs file, apply a logicle transform, draw rectangle and polygon gates on chosen channels, show population counts and percentages with their parent gate, and export GatingML 2.0. Wa▎

Build an AlphaFold confidence inspector: enter a UniProt ID, fetch pLDDT and PAE, draw a per-residue pLDDT track coloured by confidence band, a PAE heatmap, and a table of contiguous high-confidence segments. Cite the Al▎

Build a single-cell explorer from the exported JSON: UMAP scatter coloured by cluster, gene search that colours cells by expression with a sequential scale, a per-cluster marker table, and cell counts. State the processi▎

Build an OME-Zarr browser: paste a Zarr URL, read multiscales and channel metadata, show the image with channel toggles and contrast controls, z and t sliders, a resolution-level indicator and a metadata panel. Cite the ▎

Build a camera-trap triage tool: run MegaDetector over a folder, show a review grid with boxes and confidence, a threshold slider, bins for empty/animal/person/vehicle, keyboard accept/reject, and export corrected labels▎

Build a literature triage app: run a Europe PMC query, show each result with title, abstract and PMID, generate a summary that consists only of verbatim quotes from the abstract with the PMID attached, let a reviewer mar▎

Build a protocol-to-checklist app: fetch a public protocols.io protocol, show the original steps, derive a checklist with durations and a reagent tally, start timers per item, keep progress locally, and print the checkli▎