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Copilot AI commented Jan 18, 2026

Tool responses are now formatted as YAML instead of JSON, reducing output size by ~31% to optimize token consumption in LLM contexts.

Changes

  • Added js-yaml dependency for YAML serialization
  • Introduced formatResponse() helper that replaces all JSON.stringify(data, null, 2) calls (88 instances)
  • Updated test suite to parse YAML responses

Format Comparison

Before (442 chars):

{
  "id": 12345,
  "title": "Test Issue",
  "state": "opened",
  "author": {
    "id": 1,
    "username": "testuser"
  }
}

After (306 chars):

id: 12345
title: Test Issue
state: opened
author:
  id: 1
  username: testuser

YAML's compact syntax (no quotes on keys/strings, minimal punctuation) achieves significant size reduction while preserving data structure semantics. The MCP protocol layer (JSON-RPC) remains unchanged—only the content payload format is modified.

Original prompt

This section details on the original issue you should resolve

<issue_title>Consider Converting Response Results to YAML to Optimize Output Size</issue_title>
<issue_description>As mentioned in the title, converting the data format of tool responses to YAML enables optimizing data size while preserving the semantics of the data structure, thereby reducing token consumption.</issue_description>

Comments on the Issue (you are @copilot in this section)


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Copilot AI and others added 2 commits January 18, 2026 14:22
…tion

Co-authored-by: zereight <42544600+zereight@users.noreply.github.com>
Co-authored-by: zereight <42544600+zereight@users.noreply.github.com>
Copilot AI changed the title [WIP] Optimize output size by converting response results to YAML Convert tool responses from JSON to YAML to reduce token consumption Jan 18, 2026
Copilot AI requested a review from zereight January 18, 2026 14:28
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Consider Converting Response Results to YAML to Optimize Output Size

2 participants