research-drawio-diagram

research-drawio-diagram is a skill for Claude Code, Codex from cass-2003/local-workflow-skill. It costs 91 tokens per session (858 once invoked), scanned A, original, MIT.

A workflow for creating editable draw.io diagrams from papers, repositories, documentation, or other evidence. Draw.io is a tool for making diagrams such as system architectures and research method flows.

In plain words
What is it for?
Use it to draw architecture diagrams, algorithm pipelines, model structures, research methods, and training or inference flows.
Why use it?
It helps document complex models and processes while keeping important diagram elements traceable to their sources.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to draw architecture diagrams, algorithm pipelines, model structures, research methods, and training or inference flows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cass-2003/local-workflow-skill/research-drawio-diagram
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 cass-2003/local-workflow-skill --skill research-drawio-diagram
Clone the repo
git clone --depth 1 https://github.com/cass-2003/local-workflow-skill

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 research-drawio-diagram

README.md
[![agentmods](https://agentmods.dev/badge/skills/cass-2003/local-workflow-skill/research-drawio-diagram/github.svg)](https://agentmods.dev/skills/cass-2003/local-workflow-skill/research-drawio-diagram)
Your own site
<a href="https://agentmods.dev/skills/cass-2003/local-workflow-skill/research-drawio-diagram"><img src="https://agentmods.dev/badge/skills/cass-2003/local-workflow-skill/research-drawio-diagram/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 research-drawio-diagram

Your own site · 80×15
<a href="https://agentmods.dev/skills/cass-2003/local-workflow-skill/research-drawio-diagram"><img src="https://agentmods.dev/badge/skills/cass-2003/local-workflow-skill/research-drawio-diagram.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 858 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 $0.00091 $0.00858
Opus 5 $0.00046 $0.00429
Sonnet 5 $0.00018 $0.00172
Haiku 4.5 $0.00009 $0.00086

Measured 7d ago against content hash 16ff085d2820, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

research-drawio-diagram 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 7d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/build_drawio.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/content-authoring/codex/research-drawio-diagram/SKILL.md · 58 lines

What it actually says

coff0xc-research-drawio-diagram

快速规则(日常任务先读这里)

[证据先行] 论文、官方仓库、README、代码或实验材料先定位;未知结构不能编造。 [图可编辑] 默认交付 .drawio/diagrams.net 可编辑结构,不只给截图或口头描述。 [结构门禁] 节点、边、层次、数据流、训练/推理/实验阶段必须能回到来源证据。 [硬边界] 未公开论文、私有数据、专利/投稿敏感材料和外部发布先确认。

普通科研/算法图任务按本节先推进;只有论文级重构、复杂系统图或审稿级说明时再展开完整工作流。

能力定位

面向论文、算法、模型和研究流程的可编辑 draw.io 图生成能力。重点是交付可继续编辑的 .drawio 源文件,并把图中元素和公开证据对应起来。

能交付什么

  • 可编辑 .drawio 文件
  • 图结构 JSON/spec 或模块清单
  • 证据表:论文段落、公式、图号、代码路径、官方文档
  • 未确认推断边和不确定项说明

可以接收什么输入

  • 论文 PDF/arXiv/OpenReview、官方 GitHub、项目文档
  • 模型结构、算法 pipeline、实验流程、训练/推理说明
  • 已有草图、截图、Mermaid 或图形要求

放心使用的边界

  • 可直接基于用户材料和公开来源整理图
  • 需要联网查论文/仓库时标注来源和证据等级
  • 不把推断连接伪装成论文原文事实
  • 默认只处理本地、可逆、可验证的低风险工作;涉及生产、凭据、付费、远程写入、删除、发布或权限变更时必须先确认。

为什么可以放心

  • 优先生成 draw.io 可编辑源文件,不只给 PNG/Mermaid
  • 图中关键模块要能追溯到证据
  • 训练路径、推理路径和指标分层标注

典型使用方式

使用 coff0xc-research-drawio-diagram 根据论文和官方 GitHub 画一个可编辑 draw.io 方法图。
使用 coff0xc-research-drawio-diagram 把 Transformer 论文方法整理成 .drawio 模型结构图。
Use coff0xc-research-drawio-diagram to create an editable diagrams.net method figure with evidence notes.

默认输出

  • 收口只写完成、验证、还剩、下一步;有文件/代码/规则产物给路径或位置。
  • 未真实运行的检查标为未验证,安全/架构结论标证据等级。

按需展开

  • 日常任务只执行上面的快速规则、能力边界和典型用法,不默认读取完整门禁。
  • 深度架构、复杂多阶段、质量评测、发版、正式交付或当前任务证据不足时,再读取 references/full-workflow.md
  • 读取 reference 后仍保持最小必要上下文;不要因为 reference 存在就输出长篇流程或额外自证材料。
Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 7d ago First seen · 58 lines · 91 tokens per session scan A 16ff085d2820

Subscribe to this mod's changes

research-drawio-diagram is a skill published in the GitHub repository cass-2003/local-workflow-skill (12 stars, last pushed 2mo ago), licensed MIT. It adds 91 tokens to every session and 858 once invoked, about $0.0005 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 2026-09-03.

Related

Other skills, from other repositories

scientific-schematics

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and…

K-Dense-AI/scientific-agent-skills · 67 tokens

paper-poster-html

A workflow for building an academic conference poster as one HTML/CSS file and printing it to a PDF at an exact page size. It uses the paper’s real figures and checks layout details before review.

wanshuiyin/Auto-claude-code-research-in-sleep · 107 tokens

paperFig

Design, implement, revise, and validate publication-quality scientific figures from references, existing plotting code, and real project data. Trace every figure to source code and inputs; deconstruct reference figures; plan the scientific story and multi-panel structure; build complex model architecture and…

WUBING2023/PaperSpine · 126 tokens

latex-posters

Use when creating or revising LaTeX research posters with beamerposter, tikzposter, or baposter, including poster layout, typography, color, print sizing, figure placement, QR codes, compilation, and print-ready PDF checks.

foryourhealth111-pixel/Vibe-Skills · 53 tokens

figure-composer

Compose a publication-grade multi-panel scientific figure from a claim, dataset, or draft result. Use when the task needs panel planning, consistent figure layout, figure review, or final figure assembly.

companion-inc/feynman · 42 tokens

ccf-visual-composer

A visual design assistant for research papers, presentations, posters, and README graphics. It can lay out figures, tables, diagrams, icons, colors, and other visual elements, including editable SVG, PDF, and PPTX outputs.

mikubaka88/CCFA-Skills · 86 tokens