awesome-gemini-prompts
langgptai/awesome-gemini-prompts
A curated collection of advanced prompts, frameworks, and system instructions designed specifically to enhance Gemini model interactions for learning, structured reasoning, and workspace productivity.
480 73CC0-1.0Updated 2025-12-08
69
GoodOverview
This repository provides a comprehensive suite of prompt templates and agent personas tailored for Google's Gemini models. It includes specialized modules such as the Chain of Thought 'Think' tuning engine for rigorous multi-step reasoning, the 'PDCA-ASK' interactive learning tutor persona for structured education, and workspace-specific prompting best practices to minimize hallucinations and improve response accuracy.
Capabilities
- ▸Chain-of-thought reasoning framework tuning
- ▸Interactive structured learning tutor persona simulation
- ▸Prompt best practice application for Google Workspace
- ▸Command-based navigation for educational workflows
Best for
Setting up structured, multi-step deep reasoning sessions with AI models, Guiding personalized interactive learning and concept mastery using the PDCA-ASK methodology, Optimizing prompts for Google Workspace and general Gemini assistant interactions
Works with
Gemini CLIChatGPTClaude Code
Evoa Score breakdown= Σ (score × weight)
69Task usefulness20%77 → +15.4
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%75 → +11.3
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%50 → +7.5
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%35 → +4.2
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%70 → +5.6
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%75 → +3.8
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 total69.2 / 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
The prompts instruct the AI to maintain logical consistency and avoid hallucinations, but inputs should still be vetted to prevent unintended model behavior when utilizing advanced reasoning chains.
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.