Skills for Real Engineers. Straight from my .agents directory.
light-write
Agent skill fromLight0305/Light-Science
Draft, restructure, polish, translate, shorten, or consistency-check scientific manuscripts from author-provided evidence. Use for academic writing, paper drafts, manuscript editing, 中英文论文写作、论文润色、学术翻译、论文结构修改、全文一致性检查. Does not create or edit figures.
How to install light-write
npx skills add Light0305/Light-Science# or add only this skill to Claude Code: copy the folder
light-write/
# into
~/.claude/skills/light-write/ (all projects)
.claude/skills/light-write/ (one project)
1# light-write23## 项目目录与续作45需要落盘或继续已有项目时,先读 [项目目录约定](references/project-layout.md),按其中的本阶段位置、版本与关联规则保存;用户指定路径和旧项目优先。包内资源相对本 skill,研究产物相对真实项目,二者不要混用。只做局部讨论时无需初始化目录。67Write or revise scientific manuscripts so that each claim is clear, useful, and supported by the material available. Treat the author's scientific meaning and evidence boundaries as invariants. Select only the workflow needed for the request.89## Route the request1011First select the requested task and scale. Resolve every package path relative to the directory containing this `SKILL.md`, including paths mentioned inside reference or module files.1213| Request | Load |14|---|---|15| Draft or substantially restructure a section | `references/drafting.md` and the relevant section(s) of `references/sections.md` |16| Develop a paragraph's argument or substantially improve its progression | `references/argument-and-prose.md` |17| Polish, translate, or shorten existing text | `references/polishing.md`; add the relevant section guide only for structural edits |18| Check internal consistency without rewriting | `references/consistency-check.md` |19| Organize/compress empirical findings or relocate content | `references/results-allocation.md` and `references/sections.md#results-or-findings` |20| Whole paper or multi-section translation | `references/working-ledgers.md` and `references/consistency-check.md` |21…
Excerpt shown under the repository's MIT license.
More skills in Light-Science
Similar skill repositories
An agentic skills framework & software development methodology that works.
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Public repository for Agent Skills
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.
