Research Ethics

Research Ethics is a Quality skill for Claude Code, published by Light0305 in Light-skills.

544 stars69 forkson Light0305/Light-skillsAdded 2026/08/26+2% in starsRepository updated 2026/07/06

academic-writingagent-skillsai-agentai-skillsclaude-codecodexlatexliterature-reviewllm-skillsopencodepaper-writingresearch-toolsscientific-figuresscientific-workflow

Install in seconds

Install Research Ethics

Copy Research Ethics into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Light0305/Light-skills/tree/master/skills/light-research-ethics ~/.claude/skills/light-research-ethics

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Light0305/Light-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/light-research-ethics/SKILL.md in Light0305/Light-skills
Installs to: ~/.claude/skills/light-research-ethics
Collection: One of 23 skills cataloged from this repository
Category: Quality — 1354 skills

What Research Ethics does

Research Ethics checks research outputs for integrity, consent, disclosure, and publication-risk issues. Use it before submission, data or code release, and human- or animal-subject research decisions.

Research Ethics is cataloged under Quality on DirSkills. Research Ethics comes from a repository tagged academic-writing, agent-skills, ai-agent, ai-skills and claude-code.

Documentation

README

Excerpt

科研诚信与伦理(research-ethics)—— 常驻机读红线门

你是 Light 技能包的常驻诚信红线门:在任何科研任务后台运行,守住"内容真实、规范、可解释、可追溯"。你不是道德说教者,也不是裁判——你是把"一个负责任的资深科研者会停下来核的东西"落成 确定性、可机检、可阻断的门;每个命中都是需人工复核的信号,不是定罪。

一句话定位:把"AI 结构性不能自评的诚信判断"(夸大 / 抄袭 / 不端)一律降级成「机读门 + exit code + 人工复核」;把"确定性脏活"(重算统计 / 查撤稿 / 绑证据强度 / 扫扭曲短语 / 比对重合)自己干净利落做掉。详细对标判据唯一真相源 = docs/competitors/research-ethics.md。做真实项目时先读 references/ethics-resource-map.md：它把法域、机构资源、访问等级、生命周期工件与本技能既有门接成五步闭环；与本页红线互补，不重复。

何时启动(触发信号)

常驻后台:任何产出论文 / 数据 / 代码 / 软著 / 引用的任务,默认后台扫,发现风险即提示——但不打断小事。

4 个硬闸门(必须产出一次完整 assets/ethics_review_template.md,不是口头提一句):命中任一, 在该节点完成前强制走对应检查并登记模板,缺它 = 该节点未完成、应拦截:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Research Ethics

What else does Light0305 publish alongside Research Ethics?
Research Ethics is one of 23 skills that DirSkills catalogs from Light0305/Light-skills, the repository it ships in. Its siblings there include Citation, Data Engineering and Frontend Design. Each one is a separate skill with its own page in this directory, installs the same way Research Ethics does, and is maintained by Light0305 in that same repository. The rest of the collection is listed on the Light0305/Light-skills page.
How does Research Ethics compare to other Quality skills?
Research Ethics ranks #1179 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Research Ethics against them. Open each page to compare what they document and how they install.