WeSmartFlow
Tencent/WeSmartFlow
WeSmartFlow is an agent-native adaptive learning framework designed for educational scenarios, combining ReAct reasoning, graph memory, and multi-agent workflows to personalize tutoring and generate learning assets.
962 7No licenseUpdated 2026-06-25
63
GoodOverview
WeSmartFlow moves beyond simple AI chat assistants by modeling the actual learning process through a comprehensive agentic framework. It integrates declarative skill loading, tool execution, knowledge graph management with spaced repetition, and multi-agent workflows to automatically generate interactive course materials, visualizations, and quizzes.
Capabilities
- ▸ReAct agent personalized tutoring
- ▸Graph memory and 3D mastery updates
- ▸Multi-agent learning content generation
- ▸EduViz interactive pedagogical visualizations
- ▸SM-2 spaced repetition scheduling
- ▸Markdown declarative skill loading
Best for
Personalized AI tutoring with real-time concept tracking and quiz generation, Automated creation of immersive multi-chapter courses, Beamer LaTeX slides, and audio lectures, Constructing and managing long-term personal knowledge graphs with 3D mastery modeling
Works with
OpenCodeChatGPT
Evoa Score breakdown= Σ (score × weight)
63Task 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%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%32 → +3.8
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%50 → +7.5
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%75 → +6.0
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 total74.6 / 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 framework interacts with external APIs and executes tool calls including file operations and web searches. Ensure proper environment variable isolation and secure API key management.
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.