nature-paper-polishing-codex-skill
AlexZander-666/nature-paper-polishing-codex-skill
An academic editing assistant skill designed to refine manuscript drafts into concise, Nature-aware British English scientific prose.
29 3No licenseUpdated 2026-04-27
64
GoodOverview
This skill acts as an authoritative academic writing workflow for refining research drafts, abstracts, introductions, results, discussions, methods, and titles. It enforces high information density, precise vocabulary, proper tense usage, and accurate claim calibration while explicitly preventing the fabrication of citations, data, or arguments.
Capabilities
- ▸Nature-aware academic style editing
- ▸Chinese-to-English academic translation and polishing
- ▸Claim calibration and hedging adjustment
- ▸Overclaim and unsupported causality detection
- ▸British English convention enforcement
- ▸Section-specific structural guidance (Title, Abstract, Intro, Results, Discussion, Methods)
Best for
Polishing and translating Chinese-to-English academic drafts into Nature-style prose, Restructuring abstracts, introductions, and discussions for clarity and logical flow, Calibrating hedging language and detecting unsupported overclaims in scientific manuscripts, Refining methods sections to ensure replication readiness and flagging missing parameters
Works with
CodexClaude Code
Evoa Score breakdown= Σ (score × weight)
64Task usefulness20%100 → +20.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%90 → +13.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%70 → +10.5
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%36 → +4.3
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%100 → +15.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%65 → +6.5
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%39 → +3.1
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%50 → +2.5
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total75.4 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
Operates as a text-processing and editing workflow with no execution privileges, network access, or file-system interactions beyond standard prompt context handling.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.