Dense data
Compact, exact and quiet, for analysts who scan alerts and compare signals all day.
- 12 scopes
- 78 answers
- 376 tokens
- 40 components
Why this scheme exists
Its answers to the reasons
Matters most for this schemeOther reasons
- ProductRuns daily operations, one
- PeopleDaily experts, AA
- ContentNumbers and records, a lot
- TasksScan and compare, constantly
- Human factorsPeople keep their place, they learn it and recognise it
- OutcomeTime on task, acting on the wrong record
- BrandPrecise, quiet
- ScenariosAt a desk, all day
- TeamA small team, every month
This scheme, applied
One screen built only from its answers
Open alerts
Open alerts
142
Escalated
7
Model precision
96.4%
Mean time to contain
38 min
| Alert | Asset | Detected | Risk score | Status |
|---|---|---|---|---|
| ALR-2041 | api-gateway-01 | 08:30 | 92 | Resolved |
| ALR-2042 | llm-inference-02 | 09:10 | 78 | Escalated |
| ALR-2043 | vpn-edge-03 | 09:45 | 99 | Breach confirmed |
| ALR-2044 | model-registry | 10:20 | 31 | False positive |
| ALR-2045 | auth-service | 11:00 | 64 | Investigating |
| ALR-2046 | db-primary | 11:30 | 81 | Escalated |
| ALR-2047 | build-runner-07 | 11:45 | 57 | Resolved |
12 alerts exported.
Scopes
12 scopes, each answered for this scheme
Every scope answers the same five questions: roles, how many, how defined, values, lands in.
- AaAaAaAaTypographySmall body text fits more rows on the screen. Most text sits in table cells and inputs.Which text roles does it need?
- Core: heading, body, label
- Core and data
- Core and editorial display
- Core and expressive display
- Only the steps the screens need
- One step per kind of text
- Fine steps, so pages can set their own rhythm
- A ratio, line heights on the grid
- A ratio, line heights in proportion
- Fixed steps
- Small
- Regular
- Large
- Tables and inputs
- Articles and long text
- Forms and labels
- Headlines and hero
- ColorMuted color keeps attention on the data. Color earns its place by marking late and failed records.Which color roles does it need?
- Surface, text, action and status
- Those and brand accents
- Two
- Three
- Four
- Neutrals and one brand ramp
- Shared neutrals, a ramp per brand
- Muted
- Balanced
- Vivid
- Status in tables
- Links and actions
- Brand moments
- SpacingCompact spacing shows more records. Space is spent inside rows and cells.Which spacing roles does it need?
- Gaps and insets
- Gaps, insets and row heights
- One
- Two
- A fine base unit
- A coarse base unit
- Compact
- Comfortable
- Spacious
- Rows and cells
- Between paragraphs
- Between fields
- Between big sections
- ShapeSmall corners keep dense rows straight. Corners show most on controls in dense rows.Which shape roles does it need?
- Controls and containers
- Controls, badges and containers
- Two
- Three
- Fixed for the product
- Set by each brand
- Sharp
- Slightly rounded
- Rounded
- Pill
- Controls in dense rows
- Controls and cards
- Buttons and badges
- ElevationSubtle shadows keep the grid crisp. Menus and dialogs are the only layers.What rises above the page?
- Only what floats
- Cards too
- Nothing
- None
- One
- Two
- Space
- Lines
- Cards
- No shadows
- Subtle
- Soft
- Pronounced
- Menus and dialogs
- Cards, menus and dialogs
- Dialogs only
- fastMotionFast feedback keeps up with experts. Only state changes move.What is motion for?
- Feedback only
- Feedback and guidance
- Feedback and expression
- One
- Two
- Three
- Standard ease-out
- A spring
- Fast
- Moderate
- Relaxed
- State changes only
- State changes and panels
- Hero and launch moments
- SavedIconographyIcons match the label so they do not outweigh it. Icons work hardest in toolbars and row actions.What do icons do?
- Actions and status
- Actions, status and navigation
- Those and decoration
- One
- Two
- Outline
- Filled
- Two-tone
- Match the text
- Larger than the text
- Toolbars and rows
- Status and messages
- Navigation
- Buttons and calls to action
- ThemingLight first, always; dark ships as standard for night shifts. A mode switch changes colors only, so layout never moves.What can a theme change?
- Mode only
- Mode and brand
- Mode and contrast
- Two
- Several
- One brand
- Brands as modes
- Light and dark
- Light, dark and high contrast
- Colors only
- Colors, type and shape
- targetAccessibilityMouse and keyboard; compact targets are enough. Small text and thin lines in tables need the most care.Which states get their own visible value?
- Hover, focus, disabled
- Those and pressed
- All, including loading
- Two: color and word
- Three: color, icon and word
- AA
- AAA for text
- Compact, for a pointer
- Touch size
- Large
- Dense tables
- Long text
- Forms
- Brand color
- button/primary/backgroundNamingLowercase paths read the same in CSS, JSON and Figma. A component API keeps changes local.What gets a name?
- Tokens
- Tokens and component keys
- Two
- Three
- By role
- By component
- Lowercase words in paths
- camelCase
- Component keys
- Semantic tokens
- “12 alerts exported.”Voice and toneExperts want short labels and short messages. Errors and empty tables are where words decide the next action.Which kinds of copy does it need?
- Labels and messages
- Labels, messages and help
- Labels, messages and articles
- Labels, messages and headlines
- One
- One per moment
- One per brand
- Rules and a word list
- Principles and examples
- A shared core, brand tone on top
- Terse
- Plain and direct
- Conversational
- Playful
- Errors and empty states
- Articles and guides
- Form steps and errors
- Headlines and buttons
ComponentsRepeated screens stay identical when a component changes only with its meaning. Most work happens in tables and the forms that edit them.Which component families does it need?- Actions, forms, feedback, overlays, layout and navigation
- Core, plus data
- Core, plus content and media
- Core, plus media
- Only what today's screens use
- What today's screens use, plus what the next ones will likely need
- Everything its families offer, ready before it's asked for
- A use scenario needs it
- Its family is in the roles, so product teams find it ready
- It works for everyone, with any device and assistive technology
- It gives the brand a moment
- Only when the meaning changes
- Also for emphasis and size
- Also so each brand or page can look its own way
- Tables and forms
- Articles
- Forms and steps
- Sign-up and account pages
- Campaign sections
Take this scheme
Start from Dense data.
You get 376 tokens, the variants of 40 components, and all 78 answers with their reasons. Change any answer later, and see what it moves.
- CLI
open-ds init dense-data - Link
/schemes/dense-data - Agent
MCP · get_scheme("dense-data")