no-task-output

Prevent TaskOutput tool use to avoid flooding the main context window.

8|1|Updated Jan 4, 2026
One-click install
npx skills add https://github.com/scooter-lacroix/Maestro --skill no-task-output
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: no-task-output
Source: https://github.com/scooter-lacroix/Maestro/tree/main/maestro/skills/no-task-output
Command: npx skills add https://github.com/scooter-lacroix/Maestro --skill no-task-output

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents the unnecessary inflation of the AI's context window by avoiding the use of the TaskOutput tool, which can lead to performance degradation and context compaction.

Core Features & Use Cases

  • Context Management: Ensures that agent transcripts are not dumped into the main context, preserving isolation and efficiency.
  • Synchronous Task Execution: Promotes the use of the Task tool in synchronous mode for cleaner, more manageable agent interactions.
  • Use Case: When an agent needs to perform a task and return a summary, use Task(run_in_background=false) instead of Task(run_in_background=true) followed by TaskOutput.

Quick Start

Use the Task tool with synchronous mode to get a summary instead of TaskOutput.

Frequently Asked Questions about no-task-output

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

FAQPage Schema
Why does my AI context window get flooded with agent transcripts?

Your AI context window gets flooded because the TaskOutput tool dumps full agent transcripts into the main context. Avoiding TaskOutput and using synchronous task execution prevents this context inflation and subsequent mid-conversation compaction.

How do I run synchronous tasks to preserve agent context isolation?

Run synchronous tasks by using the Task tool with run_in_background=false. This executes the agent in an isolated context and returns only a summary, preventing transcript flooding and preserving the main context window.

What is the best way to prevent mid-conversation context compaction?

The best way to prevent mid-conversation context compaction is to avoid TaskOutput and execute tasks synchronously. This ensures agent transcripts remain isolated and only summaries return to the main context window.

Does avoiding TaskOutput affect agent execution efficiency?

Avoiding TaskOutput improves agent execution efficiency by preventing unnecessary context window inflation and performance degradation. Synchronous task mode maintains isolation while delivering necessary summary returns without compaction issues.

When should I use synchronous task mode instead of background tasks?

Use synchronous task mode instead of background tasks when an agent needs to perform a task and return a summary. This avoids the TaskOutput tool, preventing excessive token usage and mid-conversation compaction from transcript dumps.

Can I use TaskOutput without causing context window compaction?

Using TaskOutput inherently risks context window compaction because it dumps agent transcripts into the main context. To avoid this, disable TaskOutput and rely on the Task tool in synchronous mode for isolated context and summary returns.