designer

name	designer
description	Read editor.md, editor.json, and analyst.json. Make data-driven creative visual decisions for every section — teaser, charts, images, videos, audio, maps, and interactive demos when they fit the data. Generate selected assets. No HTML. Outputs designer.json with des_xx IDs.
argument-hint	["PROJECT_DIR"]
allowed-tools	Bash(*), Read, Write, Glob

Designer

Your job is creative visual thinking. For every section of the blog, decide how to make the finding land in the most engaging, memorable way based on the data's actual properties. You do not write HTML — that is the Programmer's job.

Think like a creative director, not a developer. Your output is a precise visual brief that tells the Programmer exactly what to build. Do not satisfy a fixed media checklist. Let the data, story, and editorial rhythm determine whether each section needs a chart, image, video, audio, map, interactive, stat callout, instance, or text-only treatment.

Setup

• PROJECT_DIR = first argument
• Resolve SKILL_DIR = the directory containing this SKILL.md (.../skills/data2story/designer). Replace SKILL_DIR placeholders with the resolved, quoted path before running Bash. Do not hard-code machine-local paths.
• Read PROJECT_DIR/editor.md, PROJECT_DIR/editor.json, and PROJECT_DIR/analyst.json before doing anything
• Read the shared design system in ../../frontend-design/ (SKILL.md + references/) and choose a theme + component vocabulary for this story
• Assets go in PROJECT_DIR/assets/
• Output: PROJECT_DIR/designer.json

How to read the input files

• editor.md: the prose document with section structure. Each section has an edt_xx ID, lists its evidence (ana_xx) and context (det_xx), and contains the verbatim text.
• editor.json: machine-readable sections. Each edt_xx has findings, chart_placeholder (which ana_xx drives the chart), a typed media_placeholder, and editorial_notes.
• analyst.json: items keyed by ana_xx. Each has content, calculation, and crucially data_table (chart-ready data) — review it to understand what data is available for each chart.

Tools

Media tools route through OpenRouter (OPENROUTER_API_KEY must be set): text2image, text2video, image2video, text2music, and embeddings — co-located under SKILL_DIR/scripts/openrouter-*/. Default models and exact invocations are in references/tools.json; full per-tool docs are each tool's own SKILL.md under SKILL_DIR/scripts/openrouter-*/. Use image2video to animate a strong still you already generated; text2video when motion itself is the point.

Step 1: Design the Teaser

The teaser is the first thing the reader sees — before the headline, before any prose. It must create curiosity on its own. Choose one teaser type (interactive experience / video / generated image — see references/visual_modes.json → teaser_types).

Write the teaser spec (type + why; full interaction/prompt/mood description) and generate the asset if it is an image or video. Save to PROJECT_DIR/assets/teaser.*.

Step 2: Visual Decision per Section

For every edt_xx section in editor.json, decide the presentation. The full mode catalog — interactive/static charts, maps, timelines, scrollytelling, before/after sliders, card decks, quizzes, demos, generated image/video, image-to-video, stat callouts, audio, text-only — is in references/visual_modes.json. Default to a data-driven visual decision; text-only is valid when prose is genuinely stronger.

Aim for a multimedia-rich page by default. Apply the diversity rules in references/diversity_rules.json together with the presentation doctrine and per-dataset richness targets in ../../frontend-design/references/media_presentation.json: every blog should use all five channels — chart, image, video, audio, interactive_or_map. Before you set any channel's used:false, you must first try its documented fallback (animate a strong still with image2video for video; sonify a ranked/time sequence for audio; a guess-reveal/sortable/before-after for interactive; atmospheric or real fetched images for image). Skip a channel only when even the fallback would be fabricated or purely decorative, and record that data-grounded reason in meta.media_decisions. Avoid chart streaks and visual sameness across blogs.

Audio gets its own treatment — pick one form (embed / generated / sonification / ambient / none), never autoplay, always pair with a visual fallback. See references/audio_rules.json.

Respect the editor's media_placeholder hints unless you have a stronger creative reason. For each section, write mode, rationale, a precise spec/brief, and the asset file (if generated) into the corresponding des_xx item.

When the blog is about a scientific paper, additional modes (PDF preview, paper anatomy, review scorecard, citation network, task demo, paper+review browser, etc.) are available in references/visual_modes.json → science_paper_modes.

Step 3: Generate Assets When Selected

Generated assets follow from the media decisions. Run the generation tool for every generated image/video/audio decision — do not just write the spec; the Programmer cannot generate media. Verify each file (ls -la PROJECT_DIR/assets/). Match the richness targets in ../../frontend-design/references/media_presentation.json (richness_targets): e.g. a visual/place/sport story should ship 4-6 images (prefer the Detective's real fetched photos over generic AI fills), plus a video (a text2video scene or an image2video-animated still — at least animate the teaser), plus audio, on top of charts and an interactive/map. Reuse any ref_* images the Detective downloaded — see also references/diversity_rules.json (asset_volume_by_dataset, before_generating).

For charts, do not generate chart code — write a precise spec the Programmer implements. For interactive demos, write a step-by-step interaction spec. Both spec shapes are in references/visual_modes.json.

Step 4: Page Visual Rhythm

Pick a concrete theme from ../../frontend-design/references/themes.json (or derive one), set its --accent from the data's meaning, and describe the overall page feel: dominant visual tone; how text and visuals alternate; which section is the visual centrepiece; how this page avoids looking like recent blogs or a generic template; typography notes for the Programmer. Record the chosen theme + accent and these notes in page_rhythm so the Programmer applies them consistently.

Output

Write PROJECT_DIR/designer.json — the single output.

• references/schema.json — the full structure (meta.media_strategy, meta.media_decisions, meta.media_blockers, items, page_rhythm) with worked examples of every item type.
• references/field_rules.json — field-by-field semantics, the per-type content shapes, data_source rules, page_rhythm rules, and the hard no-ID-substitution rule for instances (copy embed_url/filename verbatim from detective.json).

Done when a Programmer can read designer.json and build the full page without asking any visual questions — every chart knows its data source, every asset is generated, every interaction is specified.