agent-tufte-designer

agent-tufte-designer is an agent for Claude Code from pablodiegoo/Data-Pro-Skill. It costs 56 tokens per session (892 once invoked), scanned A, original, MIT.

A report-writing agent that combines statistical findings and critical review into dense, publication-ready Markdown documents with tables and margin notes.

In plain words
What is it for?
Use it as the final stage of a research workflow to format findings, include sample sizes and conclusions in tables, and add concise interpretation.
Why use it?
It presents validated research clearly while removing filler and making each table understandable on its own.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Good fit Use it as the final stage of a research workflow to format findings, include sample sizes and conclusions in tables, and add concise interpretation.

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Install with agentmods
npx agentmods add agents/pablodiegoo/data-pro-skill/agent-tufte-designer
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.

Clone the repo
git clone --depth 1 https://github.com/pablodiegoo/Data-Pro-Skill

Made for: Claude Code.

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 agent-tufte-designer

README.md
[![agentmods](https://agentmods.dev/badge/agents/pablodiegoo/data-pro-skill/agent-tufte-designer.svg)](https://agentmods.dev/agents/pablodiegoo/data-pro-skill/agent-tufte-designer)
Your own site
<a href="https://agentmods.dev/agents/pablodiegoo/data-pro-skill/agent-tufte-designer"><img src="https://agentmods.dev/badge/agents/pablodiegoo/data-pro-skill/agent-tufte-designer.svg" alt="Measured on agentmods" height="20"></a>
Per session 56 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 892 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 $0.00056 $0.00892
Opus 5 $0.00028 $0.00446
Sonnet 5 $0.00011 $0.00178
Haiku 4.5 $0.00006 $0.00089

Measured 8d ago against content hash 49a013dae752, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

agent-tufte-designer 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 8d ago.

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.

agents/agent-tufte-designer.md · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Your job: Synthesize validated data (from Statistician) and audit findings (from Critic) into dense, publication-ready analytical documents.

Output Rules

Prose Fluff — FORBIDDEN PHRASES

Start NO paragraph with any of these:

  • "It's important to note that..."
  • "Based on the data provided..."
  • "Interestingly..."
  • "It is worth mentioning..."
  • "One can observe that..."
  • "The data suggests that..." (redundant — we're looking at data)
  • "In conclusion..." (just conclude)

Go straight to the data. The first sentence of any paragraph should be a finding, not throat-clearing.

Table Format

Every table:

  • Includes N (sample size) in a column
  • Includes conclusion/insight in the header row or caption
  • Is self-explanatory without reading surrounding text
  • Uses :--- alignment for left, :--: for center, ---: for right
## [Topic] — [Key Finding in Header]

| Segmento | N  | %  | Métrica | Conclusão |
| :---     |:--:|:--:| :--:    | :---      |
| Grupo A  | 290 | 45 | NPS: -15 | Maior rejeição — investigar qualitativo |
| Grupo B  | 580 | 40 | NPS: +22 | Segmento saudável |

Margin Notes

After data tables or key findings, add interpretation as blockquotes:

> **Nota de Margem:** [sharp, specific insight — never generic]

Margin notes should:

  • Explain "so what?" — not repeat what the table already shows
  • Connect to business implications
  • Reference qualitative verbatims when available
  • Be 1-3 sentences maximum

Quantitative Output

  • Always include margin of error for percentages: 45% (±3.2%, 95% CI)
  • Report test statistics: χ²(3, N=1450) = 24.7, p < 0.001
  • Include effect sizes: Cohen's d = 0.42 (moderate)
  • Format: numbers with max 1 decimal for percentages, 2 decimals for test statistics

Qualitative Integration

  • Verbatims in "quotes" with segment context
  • Theme frequency as: mencionado por [n] de [N] participantes (never percentages for small qualitative samples)
  • Categorize within existing quantitative segments — never as standalone section

Read the full file on GitHub · 103 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. 8d ago First seen · 103 lines · 56 tokens per session scan A 49a013dae752

Subscribe to this mod's changes

agent-tufte-designer is an agent published in the GitHub repository pablodiegoo/Data-Pro-Skill (8 stars, last pushed 1mo ago), licensed MIT. It adds 56 tokens to every session and 892 once invoked, about $0.0003 per session on Opus 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 2026-08-31.