# Agent Learning Flow — Section Design Reference

Schema: Design Details SECTION.md v3.2
Source: https://giga.ai/
Website: Giga
Section ID: d99ecc15-a2a4-4a84-b6e9-fb83844852e7
Status: deterministic evidence captured; editorial AI review pending

## Purpose

This is a features section on the Home page. Use the attached crop and measured browser facts to reconstruct its composition. Do not infer unmeasured source values.

## Layout

captured layout

## Visual signature

typographic, minimal, geometric, gradient, terminal-inspired, dark-mode treatment at 1440×846px. The crop spans 13528–14374px of a 16828px page.

## Components

- Navigation Bar
- Hero
- Primary Button
- Input Field
- Product UI
- Testimonial Card
- Footer
- Scroll Linked Split Interface
- Node Connection Visualization

## Evidence note

The geometry, typography, colors, media, and animation parameters below come from saved HTML/CSS/browser evidence when present. Website-level roles are supplied separately. Editorial section judgment remains pending unless the MCP resolves this source ID to a promoted canonical record.

## Build blueprint v3.2

### Purpose and classification

- Canonical type: features
- Source type: features
- Structure: captured layout
- Layout: captured layout
- Styles: typographic, minimal, geometric, gradient, terminal-inspired, dark-mode
- Components: Navigation Bar, Hero, Primary Button, Input Field, Product UI, Testimonial Card, Footer, Scroll Linked Split Interface, Node Connection Visualization
- Purpose: features section from the Home page of Giga.
- Visual signature: Captured visual surface with captured layout. Inspect the crop for image and content hierarchy.

### Crop and composition

- Crop: 1440×846px; aspect ratio 1.702:1
- Page bounds: 13528–14374px of 16828px
- Guidance: Preserve the documented hierarchy and relationships; exact measurements were not deterministically captured.

### Exact typography evidence

The sectionScale values were measured inside this crop. The siteRoles values explain how those faces function across the source website; they must not replace section measurements.

```json
{
  "sectionScale": [],
  "siteRoles": [
    {
      "role": "display",
      "size": "72px",
      "family": "Geist Pixel Line",
      "source": "computed",
      "traits": "Regular",
      "weight": "400",
      "evidence": "font-4: computed CSS at 1440×1000; AI role: 72px 'Geist Pixel Line' used for the main H1 'Fast forward to fixed.'",
      "sampleId": "font-4",
      "confidence": 1,
      "lineHeight": "64px",
      "letterSpacing": "normal"
    },
    {
      "role": "heading",
      "size": "52.6px",
      "family": "Geist Pixel Line",
      "source": "computed",
      "traits": "Regular",
      "weight": "400",
      "evidence": "font-2: computed CSS at 1440×1000; AI role: 52.6px 'Geist Pixel Line' used for secondary large headings.",
      "sampleId": "font-2",
      "confidence": 0.95,
      "lineHeight": "58px",
      "letterSpacing": "normal"
    },
    {
      "role": "body",
      "size": "16px",
      "family": "Geist",
      "source": "computed",
      "traits": "Regular",
      "weight": "400",
      "evidence": "font-10: computed CSS at 1440×1000; AI role: 16px 'Geist' font used for standard paragraph text and links.",
      "sampleId": "font-10",
      "confidence": 0.9,
      "lineHeight": "normal",
      "letterSpacing": "normal"
    },
    {
      "role": "mono",
      "size": "11px",
      "family": "Geist Mono",
      "source": "computed",
      "traits": "uppercase",
      "weight": "500",
      "evidence": "font-7: computed CSS at 1440×1000; AI role: 11px 'Geist Mono' uppercase used for technical labels, eyebrows, and small UI details.",
      "sampleId": "font-7",
      "confidence": 0.95,
      "lineHeight": "14px",
      "letterSpacing": "normal"
    }
  ]
}
```

### Exact color evidence

The section samples record where each computed value was used. Functional roles come from the website-level classifier and remain separate.

```json
{
  "sectionUsage": [],
  "functionalPalette": [
    {
      "hex": "#000000",
      "name": "canvas",
      "role": "canvas",
      "source": "computed",
      "evidence": "color-1: computed rgb(0, 0, 0); AI role: Pure black (#000000) used as the primary background color for the page body.",
      "sampleId": "color-1",
      "confidence": 1
    },
    {
      "hex": "#EF5A00",
      "name": "primary action",
      "role": "primary-action",
      "source": "computed",
      "evidence": "color-40: computed rgb(239, 90, 0); AI role: Vibrant orange (#EF5A00) used for the main call-to-action buttons and active indicator dots.",
      "sampleId": "color-40",
      "confidence": 1
    },
    {
      "hex": "#E8EDEF",
      "name": "text",
      "role": "text",
      "source": "computed",
      "evidence": "color-4: computed rgb(232, 237, 239); AI role: Off-white (#E8EDEF) used extensively for high-contrast primary text.",
      "sampleId": "color-4",
      "confidence": 0.95
    },
    {
      "hex": "#0D1114",
      "name": "surface",
      "role": "surface",
      "source": "computed",
      "evidence": "color-2: computed rgb(13, 17, 20); AI role: Very dark gray (#0D1114) used for backgrounds of certain sections or large UI panels.",
      "sampleId": "color-2",
      "confidence": 0.85
    },
    {
      "hex": "#272729",
      "name": "border",
      "role": "border",
      "source": "computed",
      "evidence": "color-5: computed rgb(39, 39, 41); AI role: Dark gray (#272729) used for subtle panel backgrounds or borders.",
      "sampleId": "color-5",
      "confidence": 0.7
    }
  ]
}
```

### Design tokens

```json
{
  "radius": "Varies from 4px-8px on input fields and buttons to sharper corners on layout boundaries.",
  "density": "The overall page is airy and spacious, but the simulated product interfaces pack a higher density of information, mimicking complex software.",
  "evidence": "Observed through the alignment in the scrollable product tour, the top navigation, and the distinct input field designs.",
  "borderStyle": "Extensive use of low-contrast, 1px solid borders (often slightly transparent white or gray) to define grids, panels, and input fields.",
  "buttonStyle": "Solid bright orange fills for primary actions, often with subtle glow or gradient borders on hover states (implied by design).",
  "cornerStyle": "Primary buttons feature slightly rounded corners (pill-like or moderate radius), while larger UI panels often have sharper or subtly rounded edges.",
  "contentWidth": "Text content is typically constrained to readable widths, while the interactive product mockups expand wider, creating a balanced but asymmetrical layout.",
  "spacingRhythm": "Sections are separated by significant vertical whitespace, while internal UI components use tighter, structured padding (e.g., 16-24px inside panels)."
}
```

### Reconstruction specification

This is the implementation contract for the captured desktop viewport. Prefer section-specific facts here over general website descriptions.

- Root container was not deterministically isolated.
- Layout containers: 0; cards/surfaces: 0; media elements: 0; browser animations: 0.

#### Container, grid, and spacing

```json
{
  "viewport": {
    "width": 1440,
    "captureBounds": {
      "top": 13528,
      "bottom": 14374,
      "pageHeight": 16828
    }
  },
  "container": null,
  "spacing": {
    "observedGapsPx": [],
    "representativeContentWidthsPx": []
  },
  "columns": []
}
```

#### Cards and surfaces

```json
{
  "cards": [],
  "surfaces": {
    "radii": [],
    "borders": [],
    "shadows": []
  }
}
```

#### Media treatment

```json
[]
```

#### Browser-exposed animation parameters

```json
[]
```

### Measured geometry, surfaces, media, and animation

These raw values come from the saved element map and computed styles. Empty arrays mean the fact was not captured; they are not permission to invent source values.

```json
{
  "schema": "little-details-section-measurements-v1",
  "source": "saved DOM/CSS element and animation maps",
  "capturedAt": "2026-10-07T06:25:35.338Z",
  "viewportWidth": 1440,
  "bounds": {
    "top": 13528,
    "bottom": 14374,
    "pageHeight": 16828
  },
  "root": null,
  "spacing": {
    "gapsPx": [],
    "representativeContentWidthsPx": []
  },
  "columns": [],
  "cards": [],
  "surfaces": {
    "radii": [],
    "borders": [],
    "shadows": []
  },
  "media": [],
  "animations": [],
  "coverage": {
    "elementsInSection": 0,
    "cards": 0,
    "media": 0,
    "animations": 0
  },
  "limitations": [
    "Values describe the captured desktop viewport and may change at other breakpoints.",
    "Transforms, sticky layers, and virtualized content can make the inferred section root approximate.",
    "Animations include browser-exposed Web Animations API state; CSS or script motion that was inactive at capture time may be absent."
  ]
}
```

### Observed motion

No timestamped authored motion is attached. Use only restrained baseline transitions.

The browser animation records above are deterministic parameters captured from active browser animations. The timestamped observations describe what Gemini saw in the video. Treat them as complementary evidence. When either source is empty or they conflict, state the uncertainty instead of inventing timing or easing.

### Responsive contract

- Measured viewport: 1440px wide.
- Mobile/tablet values: not measured by this section evidence unless a separate capture is explicitly listed.
- Preserve hierarchy and sequence; collapse simultaneous columns only where needed, maintain media aspect ratios, and verify touch targets and text wrapping at target breakpoints.

### Structure versus visual skin

- Preserve: content hierarchy, layout relationships, section rhythm, interaction purpose.
- Adapt: brand colors, font family, copy, imagery, icons, decorative details.
- Rule: Preserve the observed design logic while creating original branding, copy, assets, and implementation details.

### Adaptation and dependencies

- Effort: Not assessed
- What transfers: Documented hierarchy and composition
- Dependencies: None recorded
- Guidance: Adapt the pattern to the new product and content.

### Evidence readiness

- Coverage: 6/7
- Can build: Yes
- Missing facts: section-specific computed typography and color samples; timestamped authored motion
- Warning: Buildable with adaptations for these unsupported facts: section-specific computed typography and color samples; timestamped authored motion.

### Agent implementation prompt

Create an original features section inspired by the design evidence titled “Agent Learning Flow”.

Purpose: features section from the Home page of Giga.

Structure: captured layout. Source layout label: captured layout. Preserve the documented hierarchy and relationships; exact measurements were not deterministically captured.

Visual signature to preserve at the pattern level: Captured visual surface with captured layout. Inspect the crop for image and content hierarchy.

Components: Navigation Bar, Hero, Primary Button, Input Field, Product UI, Testimonial Card, Footer, Scroll Linked Split Interface, Node Connection Visualization.

Style direction: typographic, minimal, geometric, gradient, terminal-inspired, dark-mode.

Observed crop: 1440×846px (1.702:1). Treat this as evidence of composition, not a mandatory output size.

Typography evidence: {"role":"display","size":"72px","family":"Geist Pixel Line","source":"computed","traits":"Regular","weight":"400","evidence":"font-4: computed CSS at 1440×1000; AI role: 72px 'Geist Pixel Line' used for the main H1 'Fast forward to fixed.'","sampleId":"font-4","confidence":1,"lineHeight":"64px","letterSpacing":"normal"} {"role":"heading","size":"52.6px","family":"Geist Pixel Line","source":"computed","traits":"Regular","weight":"400","evidence":"font-2: computed CSS at 1440×1000; AI role: 52.6px 'Geist Pixel Line' used for secondary large headings.","sampleId":"font-2","confidence":0.95,"lineHeight":"58px","letterSpacing":"normal"} {"role":"body","size":"16px","family":"Geist","source":"computed","traits":"Regular","weight":"400","evidence":"font-10: computed CSS at 1440×1000; AI role: 16px 'Geist' font used for standard paragraph text and links.","sampleId":"font-10","confidence":0.9,"lineHeight":"normal","letterSpacing":"normal"} {"role":"mono","size":"11px","family":"Geist Mono","source":"computed","traits":"uppercase","weight":"500","evidence":"font-7: computed CSS at 1440×1000; AI role: 11px 'Geist Mono' uppercase used for technical labels, eyebrows, and small UI details.","sampleId":"font-7","confidence":0.95,"lineHeight":"14px","letterSpacing":"normal"}

Color evidence: {"hex":"#000000","name":"canvas","role":"canvas","source":"computed","evidence":"color-1: computed rgb(0, 0, 0); AI role: Pure black (#000000) used as the primary background color for the page body.","sampleId":"color-1","confidence":1} {"hex":"#EF5A00","name":"primary action","role":"primary-action","source":"computed","evidence":"color-40: computed rgb(239, 90, 0); AI role: Vibrant orange (#EF5A00) used for the main call-to-action buttons and active indicator dots.","sampleId":"color-40","confidence":1} {"hex":"#E8EDEF","name":"text","role":"text","source":"computed","evidence":"color-4: computed rgb(232, 237, 239); AI role: Off-white (#E8EDEF) used extensively for high-contrast primary text.","sampleId":"color-4","confidence":0.95} {"hex":"#0D1114","name":"surface","role":"surface","source":"computed","evidence":"color-2: computed rgb(13, 17, 20); AI role: Very dark gray (#0D1114) used for backgrounds of certain sections or large UI panels.","sampleId":"color-2","confidence":0.85} {"hex":"#272729","name":"border","role":"border","source":"computed","evidence":"color-5: computed rgb(39, 39, 41); AI role: Dark gray (#272729) used for subtle panel backgrounds or borders.","sampleId":"color-5","confidence":0.7}

No section-bounded typography samples were measured.

No section-bounded color samples were measured.

Exact section measurements from the saved element map: spacing {"gapsPx":[],"representativeContentWidthsPx":[]}; surfaces {"radii":[],"borders":[],"shadows":[]}

Do not invent signature motion. Use only restrained baseline transitions if the product needs them.

Transfer the documented hierarchy and composition rather than source copy or assets.

No explicit dependencies were recorded.

Adapt the pattern to the new product and content.

Use new copy, imagery, branding, and implementation details. Do not reproduce the source website or its proprietary assets.