google-colab-cli
googlecolab/google-colab-cli
An intelligent command-line tool designed to manage, execute code within, and interact with remote Google Colab runtime sessions seamlessly from the terminal.
983 114Apache-2.0Updated 2026-08-11
78
GreatOverview
The Google Colab CLI skill provides a structured framework for interacting with Google Colab backend services through a Typer-based command-line interface. It handles complex authentication flows, session management, Jupyter-based remote code execution, and file synchronization while mimicking standard browser traces and session keep-alive mechanisms.
Capabilities
- ▸Manage remote Colab sessions (new, status, stop, list)
- ▸Execute code via interactive REPL or direct command execution
- ▸Perform file management using the Jupyter Contents API
- ▸Support dual authentication methods (OAuth2 remote flow and Application Default Credentials)
- ▸Handle automated session keep-alive pings through tunnel frontends
Best for
Spinning up and managing remote Google Colab computation sessions directly from the terminal., Executing code snippets, REPL sessions, and notebooks remotely against a Colab backend runtime., Handling remote file operations such as uploads, downloads, and directory listings via the Jupyter Contents API., Automating authentication, environment configuration, and keep-alive pings to prevent idle timeout.
Works with
Claude CodeCursorGitHub CopilotCodex
Evoa Score breakdown= Σ (score × weight)
78Task 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%88 → +13.2
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%38 → +4.6
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%90 → +9.0
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%77 → +6.2
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 total78.0 / 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
Handles user credentials, OAuth tokens, and Google Cloud authentication scopes. Tokens are cached locally in the configuration directory (~/.config/colab-cli/). Ensure proper file permissions are maintained on generated configuration and token files.
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.