Individual skill
light-write
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.
light-write/SKILL.md
Source commit 6597430ad09d8f7c3518ec4cb08829be2b417e18
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 895
- Repository last updated
- Nov 8, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-writing Repository topic
- ai-agent Repository topic
- claude-code Repository topic
- codex Repository topic
- llm-skills Repository topic
- paper-writing Repository topic
- research-tools Repository topic
- scientific-workflow Repository topic
- agent-skills Repository topic
- ai-skills Repository topic
- research Derived category
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
CONTRIBUTING.mddoc · 3,037 bytesLICENSES/Apache-2.0.txtdoc · 11,358 bytesREADME.mddoc · 13,131 bytesREADME_EN.mddoc · 15,077 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesSKILL.mdcore · 13,569 bytesTHIRD_PARTY_NOTICES.mddoc · 2,450 bytesevaluations/2026-10-27-pilot/REPORT.mddoc · 12,780 bytesevaluations/2026-10-27-pilot/after-snapshot.jsonasset · 3,642 bytesevaluations/2026-10-27-pilot/after/biology-draft/light-write/events.jsonlasset · 1,507 bytesevaluations/2026-10-27-pilot/after/biology-draft/light-write/execution.jsonasset · 340 bytesevaluations/2026-10-27-pilot/after/biology-draft/light-write/input.txtdoc · 48,385 bytesevaluations/2026-10-27-pilot/after/biology-draft/light-write/output.mddoc · 1,157 bytesevaluations/2026-10-27-pilot/after/biology-draft/light-write/record.jsonasset · 52,619 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Read excerpt
# light-write
## 项目目录与续作
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。
Write 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.
## Route the request
First 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.
| Request | Load |
|---|---|