data2story-skill

In the author's own words, from each skill's SKILL.md — showing the first 23 of 39 files.

• data2story-pro

  Use to turn a dataset into a verifiable multimedia blog (a data story / data-driven article / interactive dashboard from a dataset). Orchestrator for the Data Journalist Agent (Data2Story): a 7-team newsroom (14 agents) running detective → scout → analyst → imagineer → editor → copywriter → designer → interaction → hero → cinematographer → programmer → auditor → critic → inspector in sequence. Tr…

  skills/data2story-pro/SKILL.md on GitHub (opens in a new tab)

• data2story

  Data Journalist Agent (Data2Story) — orchestrator: turn a dataset into a blog. Runs detective → analyst → editor → designer → programmer → auditor → inspector in sequence. Creates a versioned project folder for each run.

  skills/data2story/SKILL.md on GitHub (opens in a new tab)

• dataviz-craft

  A shared reference library for editorial-grade data-visualization craft — Vega-Lite-first with a D3 fallback for charts Vega-Lite can't express. Read by the Designer at chart selection (intent → ranked chart type), the Programmer at implementation (editorial Vega-Lite recipes, annotation layers, axis/label de-clutter, encoding craft), and the Auditor/Critic for chart-quality review. It encodes th…

  skills/dataviz-craft/SKILL.md on GitHub (opens in a new tab)

• find-data

  Find a dataset for a Data2Story blog. Accepts a topic, a URL, or a DIP-style category. Downloads + validates against 4 completeness gates before handing off to /data2story-pro. Local-first: searches Economist/Pudding/TidyTuesday clones before going online. Supports --validate-only to audit a folder you already have.

  skills/find-data/SKILL.md on GitHub (opens in a new tab)

• frontend-design-pro

  Shared UI/visual-design rule library for building polished, distinctive, multimedia-rich self-contained HTML stories. The Data2Story Designer and Programmer read it to choose a visual language (theme, type pairing, layout, components, motion) and implement it so every blog looks intentional and editorial, never templated. Use when designing or reshaping a story's look, picking fonts/colors/themes…

  skills/frontend-design-pro/SKILL.md on GitHub (opens in a new tab)

• frontend-design

  Reusable UI/visual-design system for building polished, distinctive, multimedia-rich self-contained HTML stories. A shared reference library that the Data2Story Designer and Programmer borrow from so every blog looks intentional and editorial rather than generic. Not a pipeline stage — a design source.

  skills/frontend-design/SKILL.md on GitHub (opens in a new tab)

• sparring-partner

  This skill should be used whenever the user wants to develop, refine, or stress-test an idea, plan, design, research direction, product/business concept, argument, or any decision with more than one reasonable path — i.e. whenever they want a thinking partner rather than a quick answer. Trigger it when the user says things like "let's brainstorm", "help me think through this", "poke holes in my i…

  skills/sparring-partner/SKILL.md on GitHub (opens in a new tab)

• analyst

  Exhaustively profile a dataset and list ALL possible analyses — distributions, correlations, rankings, trends, group comparisons, anomalies. Reads detective.json for context. Runs after the Detective/Scout, before the Editor. Outputs analyst.json with ana_xx IDs and chart-ready data_tables.

  skills/data2story-pro/analyst/SKILL.md on GitHub (opens in a new tab)

• auditor

  Audit a generated Data2Story blog for build correctness across ALL modalities by ACTUALLY RENDERING it in a real headless browser (when available) — catching blank/0-width charts, broken/oversized media, desktop+mobile overflow, and dead interactions that source inspection cannot see — then having vision agents review the screenshots, playtesting every interactive, and walking the flagship capabi…

  skills/data2story-pro/auditor/SKILL.md on GitHub (opens in a new tab)

• cinematographer

  Design the MANDATORY cinematic scroll experience (every blog ships one): a full-bleed, scroll-driven background — primarily from the Scout's verified real imagery — plus the global motion choreography, so the narrative unfolds like a film as the reader scrolls. Owns the BACKGROUND layer + page-level motion (not the Designer's per-section visuals, not the Interaction centerpiece — it stages them i…

  skills/data2story-pro/cinematographer/SKILL.md on GitHub (opens in a new tab)

• copywriter

  Name the piece — re-write the masthead (headline + standfirst + kicker), every section title, and every figure/photo/table caption to a research-driven titling standard, killing the AI-tell patterns (the 'flat statement. flat counter-statement.' two-beat above all) a competent default falls into. Reads editor.md/json + analyst.json + the resolved topic_profile; writes copywriter.json — STRINGS ON…

  skills/data2story-pro/copywriter/SKILL.md on GitHub (opens in a new tab)

• critic

  Review a finished Data2Story blog against the 5 quality rubric dimensions (visual_design, narrative_pacing, data_method_transparency, claim_data_alignment, insight_value), score each 1-7 with on-page evidence, and emit critic.json with pass/fail + targeted, surgical send-back instructions. Verifies every load-bearing claim/asset against its traceability chain before scoring; applies the caveat-su…

  skills/data2story-pro/critic/SKILL.md on GitHub (opens in a new tab)

• designer

  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.

  skills/data2story-pro/designer/SKILL.md on GitHub (opens in a new tab)

• detective

  Research external context for a dataset — domain background, history, related studies, and why this data matters. Outputs detective.json (structured findings with det_xx IDs) before any analysis begins.

  skills/data2story-pro/detective/SKILL.md on GitHub (opens in a new tab)

• editor

  Read analyst.json and detective.json, make all editorial decisions — what the blog argues, which findings matter, narrative arc and section structure. Runs after the Analyst/Imagineer, before the Designer. No visual design. Outputs editor.md (prose) and editor.json (structure with edt_xx IDs).

  skills/data2story-pro/editor/SKILL.md on GitHub (opens in a new tab)

• hero

  Craft the COVER — the one animated <video> hero that opens the page above the headline, built from a Scout-verified still (or an abstract generated still) via a deterministic source ladder. The cover is animated by DEFAULT; a static <img> is only the recorded last rung. Owns the hero video + its static furniture; the Interaction Engineer owns the pick-a-side overlay, the Cinematographer stages th…

  skills/data2story-pro/hero/SKILL.md on GitHub (opens in a new tab)

• ideation

  Front stage for /data2story-pro when the reader has no dataset — only a vague idea. Converges the idea into a concrete, data-backed topic through a sparring-partner dialogue (anti-sycophantic, feasibility-pressure-tested), then acquires a REAL dataset through find-data, with a user checkpoint after each. Returns a validated DATA_DIR for the main pipeline. Not a newsroom role — runs upstream of De…

  skills/data2story-pro/ideation/SKILL.md on GitHub (opens in a new tab)

• imagineer

  Fan out MANY candidate interactive concepts from the data + narrative — the ideation pool the Editor curates a hero + supporting set from. Deliberate over-generation: one concept per finding worth making hands-on, each declaring its archetype, purpose, what the reader produces, and an honest feasibility (node-checked against the Analyst's client_model). Builds NOTHING on-page — img_xx concepts ar…

  skills/data2story-pro/imagineer/SKILL.md on GitHub (opens in a new tab)

• inspector

  Run sentence-level traceability verification on a Data2Story blog (verify.py -> verifier.json), then emit the in-page Inspector panel (the reader-facing runnable verifier) + the verify/ artifacts (verify_map.json, run_cells.json, the reproducible notebook, cell_registry.json). Mostly Python; the runnable layer recomputes each computation in-browser from its inlined data and grades it against the…

  skills/data2story-pro/inspector/SKILL.md on GitHub (opens in a new tab)

• interaction

  Build the curated interactive SET the Editor approved: the ONE narrative-bound hero centerpiece (an explorable/scrollytelling that makes the reader PRODUCE the lead finding) PLUS the ranked supporting playgrounds — each bound to a distinct finding — to the same three-layer-number standard, plus animation/transition craft. Consumes editor.json.interactives + imagineer.json + the Analyst's client_m…

  skills/data2story-pro/interaction/SKILL.md on GitHub (opens in a new tab)

• programmer

  Read editor.md, editor.json, analyst.json, and designer.json. Resolve chart data from analyst data_tables. Build the final index.html with data-* traceability attributes. Pure implementation — no editorial or visual decisions, no raw data access.

  skills/data2story-pro/programmer/SKILL.md on GitHub (opens in a new tab)

• scout

  Source and VERIFY rich external media (music, high-value real photos/video) and the latest live status that the Detective's background pass didn't cover. Every asset carries a checked license + identity block; nothing unlicensed or misidentified passes downstream. Outputs scout.json (sct_xx) after the Detective, before analysis.

  skills/data2story-pro/scout/SKILL.md on GitHub (opens in a new tab)

• openrouter-embeddings

  Generate text embeddings via OpenRouter using Qwen3-Embedding-8B.

  skills/data2story-pro/designer/scripts/openrouter-embeddings/SKILL.md on GitHub (opens in a new tab)

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