research-to-curatorial-copy

research-to-curatorial-copy is a skill for Claude Code, Codex from wuyaojunkylin/research-digital-curation-skills. It costs 86 tokens per session (529 once invoked), scanned A, original, MIT.

A writing skill that turns research notes, historical sources, interviews, archives, image descriptions, and academic interpretations into text for digital exhibitions. It organizes material into visitor-friendly page sections while preserving uncertainty and evidence.

In plain words
What is it for?
Use it to write exhibition introductions, section titles, object labels, explanatory text, source entries, terminology notes, and image or material descriptions.
Why use it?
Research material often contains useful findings but is not ready to place directly on a public web page. The skill makes it readable and structured without presenting uncertain claims as facts.

Skill for Claude CodeCodex

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

Good fit Use it to write exhibition introductions, section titles, object labels, explanatory text, source entries, terminology notes, and image or material descriptions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy
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 wuyaojunkylin/research-digital-curation-skills --skill research-to-curatorial-copy
Clone the repo
git clone --depth 1 https://github.com/wuyaojunkylin/research-digital-curation-skills

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-to-curatorial-copy

README.md
[![agentmods](https://agentmods.dev/badge/skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy/github.svg)](https://agentmods.dev/skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy)
Your own site
<a href="https://agentmods.dev/skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy"><img src="https://agentmods.dev/badge/skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy/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-to-curatorial-copy

Your own site · 80×15
<a href="https://agentmods.dev/skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy"><img src="https://agentmods.dev/badge/skills/wuyaojunkylin/research-digital-curation-skills/research-to-curatorial-copy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 86 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 529 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 $0.00086 $0.00529
Opus 5 $0.00043 $0.00264
Sonnet 5 $0.00017 $0.00106
Haiku 4.5 $0.00009 $0.00053

Measured 12d ago against content hash bfac5b6a25c2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

research-to-curatorial-copy 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 12d 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.

research-to-curatorial-copy/SKILL.md · 44 lines

What it actually says

研究转策展文本

概述

当研究材料已经存在,但还不能直接进入页面时,使用这个 skill。它的任务是保留研究判断,同时把研究稿转译成可以进入模块的策展文本。

区分研究稿和页面稿

研究稿负责证明、探索和保存复杂性。策展页面稿负责选择、组织和落位。不要只是把研究稿缩短,而要把它转译成有页面功能的字段。

字段模型

条件允许时,把输出整理为:

  • 页面或内容单元标题。
  • 副标题或定位句。
  • 页面导言。
  • 观众进入层:具体人物、物件、地点、图像、动作、文档、声音或感官细节。
  • 策展主题层:这一单元真正处理的问题。
  • 主题展开层:解释性正文。
  • 证据层:史料、文档、物件、图像、参考文献、术语和研究说明。
  • 可选图像提示或材料说明。

工作步骤

  1. 识别研究材料中的核心判断。
  2. 决定观众最先遇到什么。
  3. 提取 2 到 4 个策展主题或问题单元。
  4. 为每个单元写出标题、短摘要、正文和证据条目。
  5. 遇到材料不确定时,保留来源和不确定性,而不是写成无依据的确定叙述。

输出

输出可以交给结构拆解或前端实现的页面成稿。避免使用“之后补充资料”“这里插入来源”等占位句;已知来源应直接写出,存疑处标注为编辑说明。

参考范式

《汴京十二时辰》使用过“观众经验层 -> 策展主题层 -> 主题展开层 -> 资料入口层”的结构。它是一个可参考结构,不是所有项目的唯一结构。

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. 12d ago First seen · 44 lines · 86 tokens per session scan A bfac5b6a25c2

Subscribe to this mod's changes

research-to-curatorial-copy is a skill published in the GitHub repository wuyaojunkylin/research-digital-curation-skills (3 stars, last pushed 4mo ago), licensed MIT. It adds 86 tokens to every session and 529 once invoked, about $0.0004 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.

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