craft-data-visual

craft-data-visual is a skill for Claude Code, Codex from BlackBeltTechnology/pi-agent-dashboard. It costs 71 tokens per session (3,437 once invoked), scanned A, original, MIT.

A data-visualisation workflow that turns data into a spreadsheet workbook, chart, infographic, and presentation slide. It checks the workbook's formula results before using them in the visual output.

In plain words
What is it for?
Use it to create charts from spreadsheet data, turn figures into infographics, and place the result on a slide.
Why use it?
It reduces the risk of building charts from spreadsheet formulas that failed or produced errors.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Good fit Use it to create charts from spreadsheet data, turn figures into infographics, and place the result on a slide.

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Install with agentmods
npx agentmods add skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add BlackBeltTechnology/pi-agent-dashboard --skill craft-data-visual
Clone the repo
git clone --depth 1 https://github.com/BlackBeltTechnology/pi-agent-dashboard

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for craft-data-visual

README.md
[![agentmods](https://agentmods.dev/badge/skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual/github.svg)](https://agentmods.dev/skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual)
Your own site
<a href="https://agentmods.dev/skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual"><img src="https://agentmods.dev/badge/skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for craft-data-visual

Your own site · 80×15
<a href="https://agentmods.dev/skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual"><img src="https://agentmods.dev/badge/skills/blackbelttechnology/pi-agent-dashboard/craft-data-visual.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,437 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00071 $0.03437
Opus 5.5 $0.00028 $0.01375
Sonnet 5.5 $0.00014 $0.00687
Haiku 4.5 $0.00007 $0.00344

Measured today against content hash a5f7c712735a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

craft-data-visual scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

packages/craft-apps/.pi/skills/craft-data-visual/SKILL.md · 180 lines

How it starts

The opening of the file, as written. The whole thing — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.

craft-data-visual — data → workbook + read-back → chart → infographic → slide

GridCraft computes and charts, VectorCraft makes an accent graphic, DesignCraft lays the infographic out, DeckCraft puts it on a slide. GridCraft prints formula errors with exit 0, so the chart's source range is read back before anything is exported. Read gridcraft, vectorcraft, designcraft and deckcraft first. Resumable-job rules are in the craft-studio router, section Craft jobs.

Step table

# Step Tool Input → Output Gate
0 Preflight + job agent request → job.json check: job
1 Workbook + read-back GridCraft data → 01-data/data.xlsx check: readback
2 Chart GridCraft + PdfCraft + PhotoCraft workbook → 02-chart/chart.pdf, chart.png pi-craft verify --pages --text-contains, --size
3 Infographic VectorCraft + DesignCraft chart + figure → 03-infographic/infographic.pdf pi-craft verify --pages --text-contains, --size
4 Slide DeckCraft infographic → 04-slide/slide.pptx, slide.pdf pi-craft verify --pages --text-contains

Hand-off formats: xlsx between 1 and 2, png for the chart and every placement, svg only for the VectorCraft accent (gated through its png preview, never passed to pi-craft verify), pdf for delivery. GridCraft has no chart image command: the chart comes from its PDF export (run --in x.xlsx --out x.pdf), rendered by PdfCraft and trimmed by PhotoCraft.

Step 0 — Preflight and job

Output: craft-jobs/<slug>/job.json (created or loaded). Gate: check: job.

No sibling skills are referenced: the apps are provisioned by pi-craft itself, so there is no degraded path — if an app cannot be provisioned, stop and report it. Ask for the data (a file or numbers), the chart type and the title. Set up the job (Craft jobs in craft-studio: slug rule, job-helper) and run Resume.

# run from the directory that contains craft-jobs/ (SLUG set as in step 0)
jq -e '.name and .workflow and (.steps | type == "object")' "craft-jobs/$SLUG/job.json"

Read the full file on GitHub · 180 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 180 lines · 71 tokens per session scan A a5f7c712735a

Subscribe to this mod's changes

craft-data-visual is a skill published in the GitHub repository BlackBeltTechnology/pi-agent-dashboard (321 stars, last pushed today), licensed MIT. It adds 71 tokens to every session and 3,437 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-18.

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