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+# `nature-polishing` skill
+
+An academic-writing skill for polishing, restructuring, and translating manuscript prose into concise `Nature`-leaning English.
+
+Source hierarchy:
+
+- `Main strategy`: the course notes in `Chapter1-Week1-7 full version.pdf`
+- `Published article patterns`: curated Nature and Nature Communications examples
+- `Reference support`: `Academic-Phrasebank-Navigable-PDF-2023.pdf`
+
+## What changed
+
+- The main `SKILL.md` now follows the first PDF's architecture: paper type, reader workflow, hourglass structure, writing order, section responsibilities, intellectual debt, and AI/ethics boundaries.
+- Article-level polishing can now use the published-paper pattern reference for abstracts, introductions, Results, Discussions, conclusions, and titles.
+- The reference folder now serves a narrower role: phrase families, move templates, and style checks derived from the second PDF.
+- The skill now distinguishes `research papers` from `methods papers`.
+- The skill treats `core argument ownership` as a central rule, not a side note.
+
+## File structure
+
+```text
+nature-polishing/
+├── SKILL.md
+├── README.md
+└── references/
+    ├── published-article-patterns.md
+    ├── phrasebank-playbook.md
+    ├── section-moves.md
+    ├── style-guardrails.md
+    └── writing-strategy.md
+```
+
+## When to use
+
+- polishing an abstract, introduction, results, discussion, conclusion, or title
+- polishing a methods section or a methods paper with fair-comparison logic
+- translating Chinese academic text into publishable English
+- tightening section logic before submission
+- softening overclaims and fixing evidence-weighted language
+- making prose read more like strong journal English without inventing content
+
+## Design intent
+
+The skill should:
+
+- preserve facts, citation intent, and author responsibility
+- make the first PDF the governing writing strategy
+- improve rhetorical sequencing at paragraph level
+- keep sentences short and readable
+- use the second PDF only as the phrase and reference layer
+- avoid generic AI prose and unsupported claims
+
+## Reference map
+
+- `section-moves.md`: section order and move patterns
+- `published-article-patterns.md`: writing patterns from curated Nature and Nature Communications articles
+- `phrasebank-playbook.md`: hedging, transitions, evidence, limitations, future work
+- `style-guardrails.md`: British style, articles, abbreviations, units, register, overclaim control
+- `writing-strategy.md`: paragraph- and section-level argument logic
+
+## Notes
+
+- The skill is designed for polishing and restructuring, not for fabricating scientific content.
+- The main strategic rules live in `SKILL.md`; the reference files should not overrule them.
+- The reference files are intentionally selective. They are meant to guide choices, not to encourage boilerplate copying.