Skills for Real Engineers. Straight from my .agents directory.
nature-polishing
Agent skill fromYuan1z0825/nature-skills
Polish, translate, or tighten existing academic prose while preserving facts, terminology, and evidence boundaries. Use for 论文润色、学术翻译、正文精简, or manuscript LaTeX layout fixes. Use nature-writing when the main task is drafting new sections or rebuilding the manuscript argument.
How to install nature-polishing
npx skills add Yuan1z0825/nature-skills# or add only this skill to Claude Code: copy the folder
skills/nature-polishing/
# into
~/.claude/skills/nature-polishing/ (all projects)
.claude/skills/nature-polishing/ (one project)
1# Nature-Style Academic Polishing — Router23## Routing protocol45For a new polishing task, follow the routing below. For follow-up edits, reuse established task choices and already loaded guidance; read additional fragments only when the requested scope changes.67### 1. Load the manifest and the core layer89Read [manifest.yaml](manifest.yaml). It declares the axes (`paper_type`, `section`, `language`, `journal`), the allowed values, and the file paths each value maps to.1011Also read every file listed under `always_load`. These hold the default stance, failure-mode diagnosis, ethics, and output format that apply to every polish job.1213### 2. Detect the axis values for this request1415For each axis in the manifest, decide the value using the manifest's `detect:` hint and the user's input:1617- `paper_type` — research / methods / hypothesis / algorithmic / review. Default: research.18- `section` — abstract / intro / results / discussion / conclusion / title / methods. May be multiple. Ask the user if it is ambiguous and matters for the polish.19- `language` — en or zh-to-en. Detect from the draft itself.20- `journal` — nature / nat-comms / nat-mach-intell / generic. Default:21 generic. Use `nature` only for flagship Nature, `nat-comms` for Nature22 Communications and `nat-mach-intell` for Nature Machine Intelligence (NMI).23 Do not route another Nature Portfolio title through flagship Nature rules.24…
Excerpt shown under the repository's Apache-2.0 license.
More skills in nature-skills
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.
