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mawildoer
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agent-summary

Summarize live agent activity into a single progress line.

9|Updated Mar 13, 2026
Search Tags:#agent#summarize#ui-feedback#build-status#tool-events#live-status#preamble
One-click install
npx skills add https://github.com/mawildoer/atopile-agent-skill --skill agent-summary
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-summary
Source: https://github.com/mawildoer/atopile-agent-skill/tree/main/skills/agent-summary
Command: npx skills add https://github.com/mawildoer/atopile-agent-skill --skill agent-summary

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate concise, live progress lines that reflect the current state of the atopile agent, translating events into UI-friendly updates without enabling planning or reasoning.

Core Features & Use Cases

  • Lightweight live-status summarization from recent tool events, preambles, checklist deltas, and build state.
  • Ensures a single, UI-ready line that keeps operators informed without exposing internal reasoning.
  • Use Case: During a long-running task, the UI shows a brief status line like "Running build, updated checklist, 2 events logged" (adjusted to actual events).

Quick Start

Provide the agent's current phase, latest preamble, last few tool events, and the latest build status to generate the live summary.

Frequently Asked Questions about agent-summary

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

FAQPage Schema
How do I generate a live progress summary for agent activity in my UI?▼

Generate a live progress summary by feeding the agent's current phase, latest preamble, recent tool events, and build status into the summarizer to output a single, UI-friendly status line.

What format do live agent status updates need to follow for UI displays?▼

Live agent status updates must follow a fixed one-line, present-tense format of 6-16 words, using no first person, no suggestions, and no completion claims to ensure concise UI integration.

How do I summarize real-time tool events without exposing internal agent reasoning?▼

Summarize real-time tool events by translating preambles, checklist deltas, and build states into a brief status line, keeping operators informed without enabling planning or exposing internal reasoning.

Can I use agent phase and build status to create a concise checklist delta update?▼

Yes, you can use the agent phase and build status alongside recent tool events to generate a concise checklist delta update, formatted as a single present-tense line for live monitoring.

What is the best way to keep operators informed during long-running agent tasks?▼

Keep operators informed during long-running tasks by summarizing recent tool events and preambles into a brief status line, such as 'Running build, updated checklist, 2 events logged'.

Are there limitations on the length or content of live agent progress lines?▼

Yes, live agent progress lines are strictly limited to 6-16 words in present tense, with constraints prohibiting first person, suggestions, and completion claims to maintain UI readability.

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