{"slug":"coji-natural-japanese","name":"natural-japanese","description":"仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。","long_description":"---\nname: natural-japanese\ndescription: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。\nlicense: MIT\nargument-hint: \"[write|score] [quick|full|exp] [対象ファイルや依頼内容]\"\n---\n\n# natural-japanese\n\n仕事の日本語を、読みやすくわかりやすく書くためのスキル。議事録・調査レポート・社内ガイド・リサーチメモ・スライドといった仕事の文書から、note・ブログ・エッセイまで。AI臭さの除去は工程の一部として組み込まれている。\n\n## 設計思想\n\n軸は二つ。第一に「検出は機械、判断はAI」。AIは自分の癖を認識しにくいから、疑いの検出は機械が決定的に行い、直すかどうかはAI（あなた）が文脈で判断する。第二に「事後修正より生成時制約」。書いた後にAI臭を消すより、書く前の設計と書くときの制約で発生自体を防ぐほうが効く。工程は「設計 → 執筆 → 検査 → 収束」の順に進む。\n\n## 実行モード — クイックとフル\n\n同じ工程を、かける手間の異なる2つのモードで回す。所要時間の実測目安——クイックは短い文書（会議メモ程度）で30秒前後、長め（1万字級）でも3分程度。フルは短い文書で7分前後、1万字級で15〜20分。フルを始めるときは、この目安をユーザーに一言伝えてから着手する。\n\n**クイック（既定）**: 日常の文書はこちら。サブエージェントを使わず、この場で完結させる。追加で読むのは該当する doctype の型1ファイルだけでよい（文体憲法は§2の要約で足りる。他の references は lint の finding が出て判断に迷ったときだけ開く）。設計（§1）は読者・主メッセージ・見出しの確認を頭の中で済ませる。検査は lint を1回と、自分でのスケルトン通読。lint は文書が短くても省略しない（短文では統計系検出器が沈黙するが、禁止語・翻訳調は文1つでも検出される。数秒の保険であり、これを飛ばした時点でクイックの品質保証は成立しない）。収束ループは新規 finding が出なければ1周で切り上げ、最終パスの通読をして終える。スキルによる追加時間は数十秒に収まるはずで、それを超えて references を読み込みはじめたらフルモードの仕事をしている。\n\n**フル**: ユーザーが「しっかり」「ちゃんと」「時間をかけていい」と言ったとき、対外・経営向けなど失敗コストが高い文書、または長い文書（目安1万字超）のとき。フルと決めたら（またはユーザーがフルを指定したら）、文書が小さくても工程を省略しない。lint に加えて outline / terms も実行し、検査（§4）の三つのレビュー——構造レビュー・読みやすさレビュー・doctype照合——を並列のサブエージェントで必ず行う（各自が所見を返し、判断台帳への統合と「直す/残す」の判断は必ず親が行う。執筆そのものは分割しない——濃淡・比喩の一貫・章間の接続は文書全体を見ないと守れない）。収束は状態条件（§5）を満たすまで回す。「この文書には過剰」と感じても、工程を勝手に間引かず、クイックへの切り替えをユーザーに提案する。なお実測で、思考予算(effort)を低く絞った実行はフルの工程を合理化で削りやすいことが確認されている。effort を選べる環境でフルを実行するなら high を推奨する(クイックは low で十分)。\n\nどちらか迷ったら、まずクイックで仕上げてから「フルで磨き直すこともできる」とユーザーに一言添えるのがよい。\n\n## 呼び出し方 — write / score / モード指定\n\nスキルがコマンドとして引数つきで呼ばれた場合、次の形を解釈する。\n\n- `/natural-japanese [quick|full] <対象>` — 書く・直す（既定）。新規作成かリライトかは対象から判断する\n- `/natural-japanese write [quick|full] <お題や素材>` — **新規作成を明示**。元の文章がない状態から、§1の設計（読者・主メッセージ・スケルトン・濃淡・素材集め）→§2の執筆→検査→収束の全工程で書き起こす。素材が乏しければ§1-4で先に集めるか、ユーザーに求める\n- `/natural-japanese score [quick|full|exp] <ファイル>` — **診断のみ**。文書を書き換えず、自然度スコア（0〜100、高いほど自然=AI臭が薄い）と理由で返す。quick=lint のみ（30秒）、full=構造・読みやすさレビュー込み、exp=semantic.py の深層検出込み（初回約1GBダウンロード）。**最初に必ず `references/diagnose.md` を読む**。スコアの算出式・バンド・出力形式の定義がそこにあり、これを読まずに lint findings の転記で返した時点で診断モードの仕事になっていない。診断後にリライトを提案してよいが、頼まれるまで直さない\n\nモード指定がなければ実行モードの基準で自分で選ぶ。自然言語でも同じ（「〇〇について書いて」→ write 相当、「この文章AIっぽい？」「AI臭さを採点して」→ score 相当）。\n\n## 1. 設計 — 書く前に決める\n\n### 1-1. 読者・目的・文書タイプ\n\n誰が読み、読んだ後に何が起きてほしい文書かを特定する（不明ならユーザーに聞く）。文書タイプが定まったら、対応する型を読む:\n\n- 議事録 → `references/doctypes/minutes.md`\n- 調査レポート・分析レポート → `references/doctypes/report.md`\n- 社内ガイド・マニュアル → `references/doctypes/guide.md`\n- リサーチメモ・ディスカッションペーパー・企画書 → `references/doctypes/memo.md`\n- スライド構成 → `references/doctypes/slide.md`\n\n型に当てはまらない文書（note・ブログ・エッセイ等）はこの節を飛ばしてよい。\n\n### 1-2. 主メッセージとスケルトン\n\n本文を書く前に、主メッセージを一文で書く。書けないなら素材不足であり、書き方の問題ではない（→ 1-4）。次に見出しスケルトンを作る。各見出しは「背景」「まとめ」のようなラベルではなく、結論を含むメッセージにする。見出しだけを順に読んで論旨が通ることを確認してから本文に進む。\n\n### 1-3. 濃淡設計\n\nすべての節を同じ熱量・同じ厚みで書くと、それ自体が「整いすぎた不自然さ」になる。重要な節を厚く、軽い節は正直に軽く、と意図的なムラを設計しておく。手順は `references/revision-guide.md` の「濃淡設計」を参照。\n\n### 1-4. 素材集め — 任意、新規執筆時\n\n固有名詞・数値・実例が手元に乏しいまま書き始めると、後段で「一般論しか言えていない」と気づいても直しようがない。推論と検索の往復で素材を集める手順、十分と判断する基準、Web検索不可の環境でのユーザーへの素材提供依頼は `references/revision-guide.md` の「素材集め」を参照。\n\n### 1-5. 文体プロファイル — 任意\n\n`style-profile.md`（プロジェクトルートかユーザー指定の場所）が既にあれば読み込み、視点・語彙・リズムの癖を下敷きにする。なければ汎用モードで進めてよい。ユーザーが「自分の文体を学ばせたい」と求めた場合のみ、`assets/style-profile-template.md` に沿って過去文章3〜5本から特徴を抽出し、プロファイルを書き出す（断定しすぎず「傾向として」と留保をつける）。ユーザーが具体的な語や組み合わせを「自分は使わない」「不自然」と明示した場合は、一般規則へ拡張せず、出典と適用範囲を添えて同プロファイルの「避ける表現」へ記録する。単語全体を禁止せず、指摘された組み合わせを最小単位にする。\n\n## 2. 執筆 — 文体憲法の下で書く\n\n`references/writing-constitution.md` の12箇条を制約として本文を書く。要点だけ挙げると——結論から書き前置きを書かない、見出しはメッセージ、説明は地の文で書き箇条書きは真に並列な圧縮のみ、専門用語は「機能→名前」の順で文中説明、固有名詞・数値で接地、太字は文中の核1箇所、濃淡をつける、同じ鋳型を3回繰り返さない、「〜ではなく」は本当の誤解訂正だけ、限界と推定は明示ラベルで開示、事実と意見を分ける、結びは再統合しレポートは So What まで。\n\nこの段階では禁止語やリズムを気にしすぎず、憲法の範囲で内容を出し切ってよい。細部は次の検査工程が拾う。\n\n## 3. 検査(1) — 静的検知\n\n```\nuv run scripts/lint.py --json <file>\n```\n\n禁止語・翻訳調・否定肯定対比の反復・文長の均質さ・体言止め率・段落頭の接続詞率・語彙多様性・英語統語の疑いなどを機械的に検出する。検出結果は件数に関わらず exit code 0（lint なので、件数で CI を止めることはしない）。入力エラーのときだけ exit code 1。\n\n対象文書のジャンルが明確なら `--genre essay|tech|business` を指定する。コーパス校正済みの閾値プロファイルに切り替わり、誤検知が減る。ジャンルごとの判断基準の差分は `references/genre-notes.md` を参照。\n\n収束ループ（4〜5）では、直前の `--json` 出力を `--baseline` に渡すと resolved / new / persisting を自動で仕分けてくれる。`uv` が使えない環境（Claude.ai 等）では `references/manual-checklist.md` で同じ観点を人手でなぞる。\n\nもう一つ、`scripts/semantic.py` という EXPERIMENTAL な意味的検出器がある。文埋め込みで隣接文の類似度の起伏（話題の平板さ）を測るもので、torch + sentence-transformers 依存・初回~1GBのモデルダウンロードを伴う重量級のため lint.py 本体には組み込まず、独立した opt-in エントリにしている。フル工程や環境が許すときだけ `uv run scripts/semantic.py --json <file>` を追加で回し、findings は lint と同じく判断台帳に載せて扱う。\n\n## 4. 検査(2) — 判断台帳と二つのレビュー\n\nlint の findings は疑いの提示であり、機械的に全部直せという指示ではない。今回ヒットしたカテゴリの節を `references/revision-guide.md` で読み直し、文脈に照らして「直す/直さない」を判断する。判断は finding 一つひとつに「直した」か「残す（理由）」かを書き残しながら進める（台帳の形式は同ファイルの「判断台帳」を参照）。\n\n用語カタログが必要なら: 禁止語 → `references/forbidden-patterns.md`、翻訳調 → `references/translationese.md`。専門用語が初出で説明されているか確認する材料には `uv run scripts/terms.py <file>` を使う。カタカナ複合語・ASCII略語・固有名詞らしき語を初出行・出現回数・説明マーカーの有無つきで列挙する（説明済みかどうかは機械が判断せず、AI/人間が行う）。\n\n### 構造レビュー — スケルトン通読\n\nlint は文レベルの表層しか見えない。特に箇条書き主体の議事録・スライドでは lint がほぼ素通りするため、構造レビューが主役になる。完成した本文から見出しと各段落の先頭文だけを抜き出して読み、次を確かめる（`uv run scripts/outline.py <file>` で見出し・各段落の先頭文・箇条書きプレースホルダを行番号付きで機械抽出できる）:\n\n1. 論旨が通るか（スケルトンだけで話が追えるか）\n2. 各見出しがメッセージになっているか\n3. 同じ鋳型の反復がないか（定義文の型、節の内部構成、書き出しの文型）\n4. 濃淡があるか（全節が同じ厚みになっていないか）\n5. 結びが So What に接続しているか（レポート系）\n6. business・techの解説・ケーススタディ・レポートでは、固定質問への主要回答を後半まで待たせていないか。また、事実説明とは別に予告・異変・種明かし・回収を何度も追わせていないか\n\n文書タイプが定まっている場合は、doctype の「必須要素」と「AIがやりがちな失敗」も照合する。\n\n### 読みやすさレビュー\n\n読解負荷の高い箇所は `uv run skills/natural-japanese/scripts/lint.py --reading-load <ファイル>` で指さしを出せる（一文長・埋もれた列挙・連続漢字・二重否定・「の」連鎖）。**これは AI臭さの検出とは別目的の推敲用レーンで、自然度スコアにも `--baseline` 比較にも入らない**。出力は「この文を見ろ」であって「直せ」ではない。指摘は起点として扱い、どう直すかは下記カタログの該当項目で判断する。\n\n語順、読点の位置、一文一義、主語述語の距離、こそあど言葉の多用、冗長表現は、機械的な閾値化ができないと実証済みの判断領域。`references/readability-principles.md`（一般原則）と `references/readability-antipatterns.md`（悪文パターン27種を読解負荷順に A→J で分類したカタログ）を参照しながら毎周回、目視で判断する。**カタログは前から当てる**——A（否定の入れ子）・B（係り受けの距離）・C（語と語形の重さ）が一文の中で読者に計算を強いる高負荷層で、H・I・J は文書・表記・読者の知識にまたがる層。短さは目的関数にせず、事実保持と主述・係り受けを確認した後の同等候補間でだけタイブレーカーに使う。文の分割や列挙の展開で字数が増えるのは正しい結果であり、不合格の理由にしない。\n\n構造レビュー・読みやすさレビューで見つけた問題も、lint の finding と同様に判断台帳へ一行として起こす。\n\n段落が一般論しか言えていない（固有名・数値・実例がない）場合は、書き方でなく素材の問題であることが多い。`references/revision-guide.md` の「素材不足の分岐」を見て情報収集に戻るべきか判断する。\n\n## 5. 収束\n\n台帳の「直した」項目を反映したら lint を再実行し、新しい finding が出ていないか確認する。台帳上の全 finding が仕分けられ、修正が新たな finding を生んでいない状態になるまで 3〜4 を繰り返す。同じ finding が2周連続で再発する場合は `references/revision-guide.md` の「発散ガード」を参照。\n\n既存文書のリライトでは、同じ種類の修正（見出しの結論化、箇条書きの地の文化など）を全項目へ一律に当てると、元の文書の自然な濃淡を消してかえってAI臭が増す。価値を足せる箇所だけを選んで直す原則は `references/revision-guide.md` の「改稿を一律に適用しない」を参照。\n\n## 6. 最終パス — 自己点検ループと評価ハーネス\n\nlint と台帳が収束しても、それは既知の表層パターンが消えたことしか意味しない。ここから先には、lint では拾えない「無菌室のような冷たさ」「ダラダラとした冗長な引き伸ばし」が残りやすい。\n\nフルモード（および重要な文書）では、`references/eval-rubric.md` の **6軸推敲ルーブリック** を用いて客観評価を行う。\n\n1. **脱AI臭・文体の自然さ**: プレゼン的数宣言・共感煽り・翻訳調ダッシュ・決め文がないか\n2. **情報密度・簡潔さ（ダラダラ引き伸ばしの排除）**: 読者の時間を奪う不要な前置き・講釈・言い換え水増しを削ぎ落としているか\n3. **機能性・走査性**: 欲しい情報に最短で迷わず辿り着けるか\n4. **論理の明晰性と納得感**: 因果関係が腑に落ち、実測・具体例で接地しているか\n5. **人間味・誠実さ（体温・動機）**: 無菌室病にならず、書き手の実感・問題意識（Why）が宿っているか\n6. **自己証明力**: その文書自体が、看板に偽りのない最高のお手本になっているか\n\n**合格基準は全軸90点以上・総合平均92点以上**。未達の軸があればボトルネックを特定して改稿し、合格に達するまでループを回す（手順詳細は `references/eval-rubric.md` および `references/revision-guide.md` を参照）。クイックモードではこの6観点を頭の中で通読点検して終える。違和感を見つけたら直して完了とする。\n\n## 7. 後片付け\n\n完了したら、作業中に作った中間ファイル（台帳・lint の JSON・下書きのバックアップ等）をすべて削除する。ユーザーのプロジェクトに残してよいのは完成した文書と、ユーザーが明示的に望んだ場合の `style-profile.md` だけ。詳細は `references/revision-guide.md` の「作業ファイルの扱い」を参照。\n\n## 参考例\n\nbefore/after の具体例は `references/examples.md` を参照。\n","tagline":"仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言え","category":"automation","tags":["agent-skill"],"author":"coji","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"coji/natural-japanese","creatorName":"coji","creatorUrl":"https://github.com/coji","sourceUrl":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/coji-natural-japanese#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is 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repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":76,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":76,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"967 GitHub stars"},{"id":"repo_activity","label":"Stars/forks 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path"},{"id":"permission_surface","label":"Permission surface","score":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"967 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"967 stars, 20 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add coji/natural-japanese --skill natural-japanese"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","Quality score needs review"],"evidence":{"stars":"967 GitHub stars","repoActivity":"967 stars, 20 forks","lastPushed":"2d since push","license":"MIT","repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","install":"npx skills add coji/natural-japanese --skill natural-japanese","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add coji/natural-japanese --skill natural-japanese","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","2d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","67/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":77,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate natural-japanese before installing it in an agent workflow","automation","Browser automation workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add coji/natural-japanese --skill natural-japanese"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add coji/natural-japanese --skill natural-japanese"]},{"id":"trust_score","label":"Trust score","status":"warn","score":76,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","967 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"pass","score":83,"required_for_auto_install":true,"detail":"Safe to try","evidence":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":67,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration."]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"2d since push","evidence":["2d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":86,"required_for_auto_install":true,"detail":"filesystem or document access","evidence":["Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/coji-natural-japanese/evals","api":"/api/agent/evals?slug=coji-natural-japanese","text":"/api/agent/evals?slug=coji-natural-japanese&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"coji-natural-japanese","name":"natural-japanese","description":"仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。","category":"automation","url":"https://www.openagentskill.com/skills/coji-natural-japanese","repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","github_repo":"coji/natural-japanese"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add coji/natural-japanese --skill natural-japanese","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add coji-natural-japanese"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"natural-japanese\" agent skill from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"natural-japanese\" as a Claude Code skill from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"natural-japanese\" from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/coji-natural-japanese/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/coji-natural-japanese"},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"967 GitHub stars","repoActivity":"967 stars, 20 forks","lastPushed":"2d since push","license":"MIT","repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","install":"npx skills add coji/natural-japanese --skill natural-japanese","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":77,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"2d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"agent_contract":{"task_input":"Use natural-japanese in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 83/100 Safe to try","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"coji-natural-japanese (natural-japanese)","install_command":"npx skills add coji/natural-japanese --skill natural-japanese","risk_summary":"Safe to try; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"coji-natural-japanese","task":"Use natural-japanese in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/coji-natural-japanese","api":"https://www.openagentskill.com/api/agent/skills/coji-natural-japanese","audit":"https://www.openagentskill.com/skills/coji-natural-japanese/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=coji-natural-japanese&task=Use%20natural-japanese%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20natural-japanese%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20natural-japanese%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/coji-natural-japanese/install","manifest":"https://www.openagentskill.com/api/registry/manifest/coji-natural-japanese"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"coji-natural-japanese","name":"natural-japanese","description":"仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。","category":"automation","url":"https://www.openagentskill.com/skills/coji-natural-japanese","repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","github_repo":"coji/natural-japanese"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add coji/natural-japanese --skill natural-japanese","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add coji-natural-japanese"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"natural-japanese\" agent skill from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"natural-japanese\" as a Claude Code skill from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"natural-japanese\" from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/coji-natural-japanese/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/coji-natural-japanese"},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"967 GitHub stars","repoActivity":"967 stars, 20 forks","lastPushed":"2d since push","license":"MIT","repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","install":"npx skills add coji/natural-japanese --skill natural-japanese","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":77,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"2d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"agent_contract":{"task_input":"Use natural-japanese in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 83/100 Safe to try","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"coji-natural-japanese (natural-japanese)","install_command":"npx skills add coji/natural-japanese --skill natural-japanese","risk_summary":"Safe to try; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"coji-natural-japanese","task":"Use natural-japanese in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/coji-natural-japanese","api":"https://www.openagentskill.com/api/agent/skills/coji-natural-japanese","audit":"https://www.openagentskill.com/skills/coji-natural-japanese/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=coji-natural-japanese&task=Use%20natural-japanese%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20natural-japanese%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20natural-japanese%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/coji-natural-japanese/install","manifest":"https://www.openagentskill.com/api/registry/manifest/coji-natural-japanese"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"local-desktop","title":"Local desktop"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add coji/natural-japanese --skill natural-japanese","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":967,"starsLabel":"967","forks":20,"license":"MIT","qualityScore":77,"trustScore":76,"auditScore":83},"maintenance":{"status":"fresh","label":"2d since push","daysSincePush":2,"lastPushedAt":"2026-09-04T11:45:45+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":true,"notes":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review"]},"coverageTags":["Coding","Coding agents","automation","agent-skill"]},"audit":{"audit_score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","quality_score":77,"trust_score":76,"maintenance_score":100,"security_score":83,"install_score":92,"warnings":["The skill relies on external tools (uv, Python) and may download a ~1GB model for the 'exp' diagnostic mode, which requires user consent and could be a minor security consideration.","The skill is highly detailed and complex, which might be overwhelming for some users, but the quick/full mode distinction helps manage complexity.","Quality score needs review"]},"quality_signals":{"model":"v2","star_score":20.9,"usage_score":0,"review_score":5.7,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"}],"stacks":[{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"}],"install":"npx skills add coji/natural-japanese --skill natural-japanese","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add coji-natural-japanese","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"natural-japanese\" agent skill from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"natural-japanese\" as a Claude Code skill from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"natural-japanese\" from https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」「不自然」「もっと自然な日本語に」「機械っぽい」「人間っぽくして」「単調」「〜することができる、と言えるだろう、のような言い回し」といった直接・間接・口語の指摘、AIで書いたと言われた/疑われた）、読みにくい・わかりにくい文章の改善依頼（語順がおかしい、一文が長い、何が言いたいか分からない、読点の位置がおかしい等）、note記事やブログ記事・エッセイの新規執筆（任意のテーマをゼロから書く・書き起こす依頼を含む）、既存文章のリライト・推敲、AI臭さの診断・採点（「この文章AIが書いた？」「AI臭さをスコアで出して」「どれくらいAIっぽいか判定して」という書き換えを伴わない依頼）、自分の文体を学ばせたい・プロファイル化したいという要望（過去の文章を読ませて自分らしく書いてほしいという依頼も含む）にも対応する。禁止語の除去、リズムの単調さ・段落構造の均質さ・英語統語の直訳調に加え、語順・読点・一文一義・主語述語の距離といった読みやすさの原則にも対応する。技術文書の章構成やMarkdownフォーマットの整形自体（一文一行化・引用ブロック・脚注記法など）は対象外——それは別スキルの領域であり、本スキルは文章の自然さ・読みやすさ・わかりやすさに特化する。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"coji-natural-japanese\",\"task\":\"Install natural-japanese\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","github_repo":"coji/natural-japanese","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/coji-natural-japanese","repository":"https://github.com/coji/natural-japanese/tree/main/skills/natural-japanese","api":"/api/agent/skills/coji-natural-japanese","install_api":"/api/skills/coji-natural-japanese/install"},"meta":{"created_at":"2026-09-04T13:46:09.838765+00:00","updated_at":"2026-09-05T13:56:23.907169+00:00","agent_friendly":true}}