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	<id>https://groupkos.com:443/chrysalis/index.php?action=history&amp;feed=atom&amp;title=LLM_Agency_Interlocution_Protocol</id>
	<title>LLM Agency Interlocution Protocol - Revision history</title>
	<link rel="self" type="application/atom+xml" href="https://groupkos.com:443/chrysalis/index.php?action=history&amp;feed=atom&amp;title=LLM_Agency_Interlocution_Protocol"/>
	<link rel="alternate" type="text/html" href="https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;action=history"/>
	<updated>2026-09-21T15:35:19Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.44.2</generator>
	<entry>
		<id>https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;diff=1588&amp;oldid=prev</id>
		<title>XenoEngineer at 12:55, 20 September 2024</title>
		<link rel="alternate" type="text/html" href="https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;diff=1588&amp;oldid=prev"/>
		<updated>2024-09-20T12:55:51Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 12:55, 20 September 2024&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;{{menuShadowAgency}}&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;{{menuShadowAgency}}&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:Interlocution Protocol]]&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:Interlocution Protocol]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt; &lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&amp;lt;div style=&quot;float:right; width:425px;&quot;&amp;gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;__TOC__&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&amp;lt;/div&amp;gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Agency LLM Interlocution Protocol ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Agency LLM Interlocution Protocol ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;This article documents the design evolution and implementation details of the Agency LLM Interlocution Protocol, a system for autonomous communication between Language Learning Models (LLMs) within an agency framework.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;This article documents the design evolution and implementation details of the Agency LLM Interlocution Protocol, a system for autonomous communication between Language Learning Models (LLMs) within an agency framework.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>XenoEngineer</name></author>
	</entry>
	<entry>
		<id>https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;diff=1587&amp;oldid=prev</id>
		<title>XenoEngineer: /* Message Structure */</title>
		<link rel="alternate" type="text/html" href="https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;diff=1587&amp;oldid=prev"/>
		<updated>2024-09-20T12:54:51Z</updated>

		<summary type="html">&lt;p&gt;&lt;span class=&quot;autocomment&quot;&gt;Message Structure&lt;/span&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 12:54, 20 September 2024&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l8&quot;&gt;Line 8:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 8:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;=== Key Components ===&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;=== Key Components ===&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;==== Message Structure ====&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;==== Message Structure ====&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Sender ID&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&amp;lt;pre style=&quot;margin-left:3em; font:normal 18px &#039;Courier New&#039;;&quot;&amp;gt;&lt;/ins&gt;Sender ID&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Recipient ID (or broadcast flag)&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Recipient ID (or broadcast flag)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Message Type (e.g., query, response, update, function call)&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Message Type (e.g., query, response, update, function call)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l14&quot;&gt;Line 14:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 14:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Timestamp&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Timestamp&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Priority Level&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Priority Level&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&amp;lt;/pre&amp;gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;==== Function Call Integration ====&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;==== Function Call Integration ====&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Dedicated field within the message structure&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Dedicated field within the message structure&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>XenoEngineer</name></author>
	</entry>
	<entry>
		<id>https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;diff=1585&amp;oldid=prev</id>
		<title>XenoEngineer: Created page with &quot;{{menuShadowAgency}} Category:Interlocution Protocol  == Agency LLM Interlocution Protocol == This article documents the design evolution and implementation details of the Agency LLM Interlocution Protocol, a system for autonomous communication between Language Learning Models (LLMs) within an agency framework. === Design Overview === The Agency LLM Interlocution Protocol is designed to facilitate efficient, autonomous communication between LLMs while maintaining sim...&quot;</title>
		<link rel="alternate" type="text/html" href="https://groupkos.com:443/chrysalis/index.php?title=LLM_Agency_Interlocution_Protocol&amp;diff=1585&amp;oldid=prev"/>
		<updated>2024-09-20T12:39:06Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;{{menuShadowAgency}} &lt;a href=&quot;/chrysalis/index.php?title=Category:Interlocution_Protocol&amp;amp;action=edit&amp;amp;redlink=1&quot; class=&quot;new&quot; title=&quot;Category:Interlocution Protocol (page does not exist)&quot;&gt;Category:Interlocution Protocol&lt;/a&gt;  == Agency LLM Interlocution Protocol == This article documents the design evolution and implementation details of the Agency LLM Interlocution Protocol, a system for autonomous communication between Language Learning Models (LLMs) within an agency framework. === Design Overview === The Agency LLM Interlocution Protocol is designed to facilitate efficient, autonomous communication between LLMs while maintaining sim...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;{{menuShadowAgency}}&lt;br /&gt;
[[Category:Interlocution Protocol]]&lt;br /&gt;
&lt;br /&gt;
== Agency LLM Interlocution Protocol ==&lt;br /&gt;
This article documents the design evolution and implementation details of the Agency LLM Interlocution Protocol, a system for autonomous communication between Language Learning Models (LLMs) within an agency framework.&lt;br /&gt;
=== Design Overview ===&lt;br /&gt;
The Agency LLM Interlocution Protocol is designed to facilitate efficient, autonomous communication between LLMs while maintaining simplicity and supporting function calls. The system uses structured keys and a custom delimitation format for data storage and retrieval.&lt;br /&gt;
=== Key Components ===&lt;br /&gt;
==== Message Structure ====&lt;br /&gt;
Sender ID&lt;br /&gt;
Recipient ID (or broadcast flag)&lt;br /&gt;
Message Type (e.g., query, response, update, function call)&lt;br /&gt;
Content&lt;br /&gt;
Timestamp&lt;br /&gt;
Priority Level&lt;br /&gt;
==== Function Call Integration ====&lt;br /&gt;
Dedicated field within the message structure&lt;br /&gt;
Function name&lt;br /&gt;
Parameters&lt;br /&gt;
Expected return type&lt;br /&gt;
==== Context Preservation ====&lt;br /&gt;
Shared context identifier for related messages&lt;br /&gt;
Context summarization capability&lt;br /&gt;
=== Efficiency Mechanisms ===&lt;br /&gt;
Message Prioritization: Simple priority system (low, medium, high)&lt;br /&gt;
Load Balancing: Distribution of tasks based on LLM workload and capabilities&lt;br /&gt;
Asynchronous Communication: Callback system for handling responses&lt;br /&gt;
=== Data Storage Format ===&lt;br /&gt;
The protocol uses a custom delimitation format for file storage: &amp;lt;pre&amp;gt; &amp;quot;ID1.ID2.ID3=value1&amp;quot; &amp;quot;UI.title.foregroundcolor=255,0,0&amp;quot; &amp;lt;/pre&amp;gt;&lt;br /&gt;
Structured keys use dot notation (e.g., &amp;quot;ID1.ID2.ID3&amp;quot;)&lt;br /&gt;
Values can be single items or comma-separated lists&lt;br /&gt;
Each key-value pair is stored on a separate line&lt;br /&gt;
=== Implementation Details ===&lt;br /&gt;
==== Data Structure ====&lt;br /&gt;
The agency data is stored in a map with string keys and values:&lt;br /&gt;
&amp;lt;code&amp;gt; type Agency struct { data map[string]string } &amp;lt;/code&amp;gt; ==== Key Functions ====&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;AddRecipient&amp;#039;&amp;#039;&amp;#039;: Adds a new recipient to the agency database&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;SaveToFile&amp;#039;&amp;#039;&amp;#039;: Saves the agency data to a file&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;LoadFromFile&amp;#039;&amp;#039;&amp;#039;: Loads agency data from a file&lt;br /&gt;
&lt;br /&gt;
==== File Operations ====&lt;br /&gt;
Data is saved to and loaded from a text file (e.g., &amp;quot;agency_data.txt&amp;quot;)&lt;br /&gt;
Each line in the file represents a key-value pair&lt;br /&gt;
The file is human-readable and easily modifiable&lt;br /&gt;
&lt;br /&gt;
=== Usage Example ===&lt;br /&gt;
&amp;lt;pre style=&amp;quot;margin-left:3em; font:normal 18px &amp;#039;Courier New&amp;#039;;&amp;quot;&amp;gt;&lt;br /&gt;
agency := NewAgency() &lt;br /&gt;
agency.LoadFromFile(&amp;quot;agency_data.txt&amp;quot;) &lt;br /&gt;
agency.AddRecipient(&amp;quot;ID1.ID2.ID3&amp;quot;, &amp;quot;value1&amp;quot;) &lt;br /&gt;
agency.AddRecipient(&amp;quot;UI.title.foregroundcolor&amp;quot;, &amp;quot;255,0,0&amp;quot;) &lt;br /&gt;
agency.SaveToFile(&amp;quot;agency_data.txt&amp;quot;) &lt;br /&gt;
&amp;lt;/pre&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Future Enhancements ===&lt;br /&gt;
Implement secure communication channels between LLMs&lt;br /&gt;
&lt;br /&gt;
Develop a more robust error handling and logging system&lt;br /&gt;
&lt;br /&gt;
Create a query language for complex data retrieval operations&lt;br /&gt;
&lt;br /&gt;
Implement versioning for the agency database&lt;br /&gt;
&lt;br /&gt;
=== Notes for Developers ===&lt;br /&gt;
The current implementation is in Go, but the concepts can be adapted to other programming languages.&lt;br /&gt;
&lt;br /&gt;
Ensure proper error handling and input validation when working with file I/O operations.&lt;br /&gt;
&lt;br /&gt;
Consider implementing concurrent access mechanisms if multiple LLMs will be reading/writing simultaneously.&lt;br /&gt;
&lt;br /&gt;
The structured key system allows for flexible and extensible data representation. Use this to your advantage when designing new features.&lt;br /&gt;
&lt;br /&gt;
When expanding the system, maintain the principle of simplicity in the protocol to ensure efficiency and ease of maintenance.&lt;br /&gt;
&lt;br /&gt;
This MediaWiki article provides a comprehensive overview of our design evolution and implementation details. It serves as a guide for developers who will be working on or extending the Agency LLM Interlocution Protocol.&lt;/div&gt;</summary>
		<author><name>XenoEngineer</name></author>
	</entry>
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