Understand-Anything
Egonex-AI/Understand-Anything
Understand Anything transforms complex codebases and knowledge bases into interactive knowledge graphs, enabling users to explore architecture, search semantic relationships, and query code logic efficiently.
79.1k 6.6kMITUpdated 2026-08-11
86
GreatOverview
This skill acts as an intelligent query engine for project knowledge graphs generated by the Understand Anything framework. It parses localized JSON graph data containing project metadata, nodes, edges, layers, and tours. By leveraging efficient grep searches and git diff freshness checks, it provides precise architectural insights, dependency chains, and contextual answers without dumping massive files into the LLM context window.
Capabilities
- ▸Knowledge graph searching by keywords, node names, summaries, and tags
- ▸Dependency and relationship tracing via graph edges
- ▸Freshness validation comparing git commit state with graph metadata
- ▸Architectural layer context resolution
Best for
Answering developer questions about unfamiliar codebases using a pre-computed knowledge graph., Checking whether the current local code changes have drifted from the analyzed knowledge graph version., Tracing downstream and upstream code dependencies, imports, and functional calls for a specific component.
Works with
Claude CodeCodexChatGPTGemini CLICursorGitHub CopilotOpenCode
Evoa Score breakdown= Σ (score × weight)
86Task 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%90 → +13.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%100 → +15.0
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%48 → +5.8
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%100 → +8.0
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 total86.2 / 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
Executes local Git CLI commands to verify repository state and perform string grep operations on local project files. No external network connections or unauthorized code execution occur through this specific skill.
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.