good-story
Rimagination/good-story
An expert scientific writing skill that extracts, calibrates, and structures compelling research narratives from scholarly materials without letting hype outrun the evidence.
99 12MITUpdated 2026-06-28
81
GreatOverview
The good-story skill serves as a rigorous framework for researchers, scientists, and academics to discover, evaluate, and sharpen the underlying narrative logic of manuscripts, grants, abstracts, and research pitches. It treats a scientific story as a resolved tension connecting field context, knowledge gaps, decisive methodology, and new evidence. By enforcing strict audience contracts (satisfying editors, peer reviewers, and field readers) and source depth rules, it prevents overclaiming and transforms lab chronology into persuasive reader-focused logic.
Capabilities
- ▸Narrative extraction and story spine construction
- ▸Evidence mapping and claim calibration
- ▸Audience alignment for editors, reviewers, and general readers
- ▸Identification of narrative risks, missing controls, and overclaim hazards
- ▸Cross-domain adaptation for scientific, scholarly, and academic writing
Best for
Evaluating and restructuring manuscript drafts, outlines, or result sections for high-impact journals, Developing narrative arcs and evidence maps for grant proposals and research pitches, Diagnosing reviewer resistance points and calibrating claims to match underlying data, Translating complex scientific findings into clear, memorable abstracts and cover letters
Works with
Claude CodeCodexChatGPTGemini CLICursorGitHub CopilotOpenCode
Evoa Score breakdown= Σ (score × weight)
81Task usefulness20%88 → +17.6
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%85 → +12.8
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%40 → +4.8
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%85 → +8.5
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%52 → +4.2
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
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 total81.3 / 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
Processes scholarly materials and research text. Operates entirely as a text-analysis and writing-assistance framework without executing external code or accessing sensitive system environments.
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.