observe

Name: observe
Availability: InStock
Author: shuu5

Summarize tmux window or pane output without executing commands.

Updated Apr 5, 2026

Search Tags:#automation #summarization #monitoring #ai #tmux #terminal #observation

Ready to run

npx skills add https://github.com/shuu5/twill --skill observe-shuu5

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: observe
Source: https://github.com/shuu5/twill/tree/main/plugins/session/skills/observe
Command: npx skills add https://github.com/shuu5/twill --skill observe-shuu5

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

tmuxウィンドウ/ペインの出力をAI分析で観察し、要約して報告します。観察のみに特化しており、コマンドの実行や入力の注入は含みません。

Core Features & Use Cases

出力のキャプチャと要約: 指定ウィンドウ/ペインの出力をキャプチャして、要約を提示します。
ウィンドウ選択の支援: NLUと AskUserQuestion により、適切なウィンドウを選択します。
定期監視モード: --loop に対応し、複数ウィンドウを定期的にポーリングします。
実行手順のガイド: cld-observe および cld-observe-loop の実行手順を案内します。

Quick Start

指定した tmux ウィンドウ/ペインの出力を観察して要約を得るようAIに指示してください。

Frequently Asked Questions about observe

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I summarize tmux terminal output using AI?▼

To summarize tmux terminal output using AI, instruct the AI to observe a specified tmux window or pane. The system captures the session output and generates a concise status report without executing any commands or injecting input.

Can I monitor multiple tmux windows automatically?▼

Yes, you can monitor multiple tmux windows automatically by enabling the loop mode. This mode regularly polls and observes several windows, capturing their outputs for continuous AI summarization and status reporting.

Does the AI observation tool execute commands in the terminal?▼

No, the AI observation tool does not execute commands in the terminal. It operates under strict safety constraints that prevent command execution and data exfiltration, limiting its function to deterministic observation and summarization only.

How do I select a specific tmux pane for AI summarization?▼

You can select a specific tmux pane for AI summarization using dynamic window selection. The system uses natural language understanding and interactive questions to help you identify and target the appropriate window.

What is the best way to get status reports from live terminal sessions?▼

The best way to get status reports from live terminal sessions is using deterministic observation scripts. These scripts capture live tmux output and apply AI summarization to provide concise updates without disrupting the active session.