| name | evidence-atlas |
| description | Generate coherent Evidence Atlas editorial illustration sets using information design with authoritative visual direction. Use when illustrating articles, blogs, newsletters, essays, or social posts in this named style, or when the user asks for reusable, consistent visuals matching Evidence Atlas. |
Evidence Atlas
Create a coherent set of article illustrations using the Evidence Atlas visual system. Preserve the style grammar across the set while inventing a fresh, article-specific composition for every image.
Read references/style-guide.md before planning or generating. Use the images in assets/examples/ only for low-frequency visual calibration; never copy their composition, people, objects, or wording.
Workflow
- Read the full article or supplied passage.
- Identify the core argument, contrasts, turning points, system relationships, and conclusion.
- Select 1-9 cognitive anchors. Do not illustrate paragraphs at even intervals.
- Write a shot plan before generating. Give each image one core idea, one structure, and a different primary composition.
- Compile every shot with the visual DNA and negative constraints from the style guide.
- Use the host agent's available image-generation tool. Generate one standalone 16:9 image per request.
- Inspect every output against the QA checklist. Regenerate or make one targeted edit when a failure signal appears.
- Deliver ordered files and preserve original generated files.
Shot plan
For every proposed image, specify:
- Placement after the relevant passage
- Theme and core idea
- Purpose in the article
- Structure type
- Composition and reading direction
- Suggested elements
- Essential short labels, or none
Prefer:
- core argument
- contrast
- turning point
- system relationship
- cause and effect
- memorable conclusion
Avoid:
- decorative filler
- repeated claims
- paragraphs already concrete without a visual
Generation rules
- Output one standalone 16:9 horizontal editorial image.
- Keep one core idea per image.
- Make the article-specific relationship visible without relying on a headline.
- Change both the main metaphor object and spatial arrangement between consecutive images.
- Preserve visual identity through material, palette, hierarchy, and composition grammar rather than repeating a scene.
- Use real supplied labels only. Never invent statistics, quotations, dates, brand marks, or interface copy.
- Respect every
must, never, and negative constraint in the style guide.
QA and iteration
Reject an output when it is generic, off-style, repetitive, text-heavy, anatomically broken, semantically wrong, or dependent on decoration instead of the article idea.
When revising:
- Generic: replace the stock scene with one article-specific physical relationship.
- Complex: remove secondary elements and preserve one focal idea.
- Repetitive: change both the object family and composition pattern.
- Off-style: return to the exact visual DNA in the style guide.
- Text-heavy: remove the headline and keep only essential supplied labels.
Delivery
Name files in article order using {order}-{topic-slug}.png. Report where each image belongs in the article and preserve the original generated outputs.
