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Creating New Items </span> </a> </li> <li class=md-nav__item> <a href=#2-referencing-items class=md-nav__link> <span class=md-ellipsis> 2. Referencing Items </span> </a> </li> <li class=md-nav__item> <a href=#3-commit-messages class=md-nav__link> <span class=md-ellipsis> 3. 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Creating New Items </span> </a> </li> <li class=md-nav__item> <a href=#2-referencing-items class=md-nav__link> <span class=md-ellipsis> 2. Referencing Items </span> </a> </li> <li class=md-nav__item> <a href=#3-commit-messages class=md-nav__link> <span class=md-ellipsis> 3. Commit Messages </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#integration-with-issue-tracking class=md-nav__link> <span class=md-ellipsis> Integration with Issue Tracking </span> </a> <nav class=md-nav aria-label="Integration with Issue Tracking"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#github-issues-template class=md-nav__link> <span class=md-ellipsis> GitHub Issues Template </span> </a> </li> <li class=md-nav__item> <a href=#pull-request-template class=md-nav__link> <span class=md-ellipsis> Pull Request Template </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#ai-integration class=md-nav__link> <span class=md-ellipsis> AI Integration </span> </a> <nav class=md-nav aria-label="AI Integration"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#1-automatic-labeling class=md-nav__link> <span class=md-ellipsis> 1. Automatic Labeling </span> </a> </li> <li class=md-nav__item> <a href=#2-relationship-detection class=md-nav__link> <span class=md-ellipsis> 2. Relationship Detection </span> </a> </li> <li class=md-nav__item> <a href=#3-progress-tracking class=md-nav__link> <span class=md-ellipsis> 3. Progress Tracking </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#best-practices class=md-nav__link> <span class=md-ellipsis> Best Practices </span> </a> </li> <li class=md-nav__item> <a href=#tools-integration class=md-nav__link> <span class=md-ellipsis> Tools Integration </span> </a> <nav class=md-nav aria-label="Tools Integration"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#1-github-actions class=md-nav__link> <span class=md-ellipsis> 1. GitHub Actions </span> </a> </li> <li class=md-nav__item> <a href=#2-vs-code-extension class=md-nav__link> <span class=md-ellipsis> 2. VS Code Extension </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#examples class=md-nav__link> <span class=md-ellipsis> Examples </span> </a> <nav class=md-nav aria-label=Examples> <ul class=md-nav__list> <li class=md-nav__item> <a href=#feature-implementation class=md-nav__link> <span class=md-ellipsis> Feature Implementation </span> </a> </li> <li class=md-nav__item> <a href=#issue-resolution class=md-nav__link> <span class=md-ellipsis> Issue Resolution </span> </a> </li> <li class=md-nav__item> <a href=#integration-module class=md-nav__link> <span class=md-ellipsis> Integration Module </span> </a> </li> <li class=md-nav__item> <a href=#documentation-infrastructure class=md-nav__link> <span class=md-ellipsis> Documentation Infrastructure </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#see-also class=md-nav__link> <span class=md-ellipsis> See Also </span> </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <a href=https://github.com/anya-org/anya-core/edit/main/docs/API.md title="Edit this page" class="md-content__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M10 20H6V4h7v5h5v3.1l2-2V8l-6-6H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h4zm10.2-7c.1 0 .3.1.4.2l1.3 1.3c.2.2.2.6 0 .8l-1 1-2.1-2.1 1-1c.1-.1.2-.2.4-.2m0 3.9L14.1 23H12v-2.1l6.1-6.1z"/></svg> </a> <a href=https://github.com/anya-org/anya-core/raw/main/docs/API.md title="View source of this page" class="md-content__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M17 18c.56 0 1 .44 1 1s-.44 1-1 1-1-.44-1-1 .44-1 1-1m0-3c-2.73 0-5.06 1.66-6 4 .94 2.34 3.27 4 6 4s5.06-1.66 6-4c-.94-2.34-3.27-4-6-4m0 6.5a2.5 2.5 0 0 1-2.5-2.5 2.5 2.5 0 0 1 2.5-2.5 2.5 2.5 0 0 1 2.5 2.5 2.5 2.5 0 0 1-2.5 2.5M9.27 20H6V4h7v5h5v4.07c.7.08 1.36.25 2 .49V8l-6-6H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h4.5a8.2 8.2 0 0 1-1.23-2"/></svg> </a> <p>[AIR-3][AIS-3][BPC-3][RES-3]</p> <!-- markdownlint-disable MD013 line-length --> <blockquote> <p><strong>⚠️ DEPRECATION NOTICE ⚠️</strong></p> <p>This document is deprecated and will be removed in future versions. Please use the canonical AI labeling documentation at <a href=docs/standards/AI_LABELING.md>docs/standards/AI_LABELING.md</a>. The canonical document standardizes all AI labeling formats and requirements.</p> </blockquote> <!-- Original content below this line --> <!-- markdownlint-disable MD013 line-length --> <h1 id=ai-driven-labeling-system>AI-Driven Labeling System<a class=headerlink href=#ai-driven-labeling-system title="Permanent link">¶</a></h1> <h2 id=table-of-contents>Table of Contents<a class=headerlink href=#table-of-contents title="Permanent link">¶</a></h2> <ul> <li><a href=#section-1>Section 1</a></li> <li><a href=#section-2>Section 2</a></li> </ul> <h2 id=overview>Overview<a class=headerlink href=#overview title="Permanent link">¶</a></h2> <p>This document outlines our AI-driven labeling system for tracking requests, issues, improvements, and other project items.</p> <h2 id=label-categories>Label Categories<a class=headerlink href=#label-categories title="Permanent link">¶</a></h2> <h3 id=air-anya-improvement-requests>AIR - Anya Improvement Requests<a class=headerlink href=#air-anya-improvement-requests title="Permanent link">¶</a></h3> <p>Format: <code>AIR-[number]</code></p> <div class="language-text highlight"><pre><span></span><code><span id=__span-0-1><a id=__codelineno-0-1 name=__codelineno-0-1 href=#__codelineno-0-1></a>AIR-001: Add new relay selection algorithm
</span><span id=__span-0-2><a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a>AIR-002: Enhance key backup mechanism
</span><span id=__span-0-3><a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a>AIR-003: Implement advanced repository connectivity
</span></code></pre></div> <h3 id=ais-anya-implementation-specifications>AIS - Anya Implementation Specifications<a class=headerlink href=#ais-anya-implementation-specifications title="Permanent link">¶</a></h3> <p>Format: <code>AIS-[number]</code></p> <div class="language-text highlight"><pre><span></span><code><span id=__span-1-1><a id=__codelineno-1-1 name=__codelineno-1-1 href=#__codelineno-1-1></a>AIS-001: Nostr protocol integration specification
</span><span id=__span-1-2><a id=__codelineno-1-2 name=__codelineno-1-2 href=#__codelineno-1-2></a>AIS-002: Repository management system design
</span><span id=__span-1-3><a id=__codelineno-1-3 name=__codelineno-1-3 href=#__codelineno-1-3></a>AIS-003: Key subscription workflow
</span></code></pre></div> <h3 id=ait-anya-issue-tracking>AIT - Anya Issue Tracking<a class=headerlink href=#ait-anya-issue-tracking title="Permanent link">¶</a></h3> <p>Format: <code>AIT-[number]</code></p> <div class="language-text highlight"><pre><span></span><code><span id=__span-2-1><a id=__codelineno-2-1 name=__codelineno-2-1 href=#__codelineno-2-1></a>AIT-001: Connection timeout with specific relays
</span><span id=__span-2-2><a id=__codelineno-2-2 name=__codelineno-2-2 href=#__codelineno-2-2></a>AIT-002: Message encryption performance bottleneck
</span><span id=__span-2-3><a id=__codelineno-2-3 name=__codelineno-2-3 href=#__codelineno-2-3></a>AIT-003: Key recovery process failure
</span></code></pre></div> <h3 id=aim-anya-integration-modules>AIM - Anya Integration Modules<a class=headerlink href=#aim-anya-integration-modules title="Permanent link">¶</a></h3> <p>Format: <code>AIM-[number]</code></p> <div class="language-text highlight"><pre><span></span><code><span id=__span-3-1><a id=__codelineno-3-1 name=__codelineno-3-1 href=#__codelineno-3-1></a>AIM-001: Nostr module integration
</span><span id=__span-3-2><a id=__codelineno-3-2 name=__codelineno-3-2 href=#__codelineno-3-2></a>AIM-002: Web5 DWN connector
</span><span id=__span-3-3><a id=__codelineno-3-3 name=__codelineno-3-3 href=#__codelineno-3-3></a>AIM-003: Bitcoin Core bridge
</span></code></pre></div> <h3 id=aip-anya-intelligence-patterns>AIP - Anya Intelligence Patterns<a class=headerlink href=#aip-anya-intelligence-patterns title="Permanent link">¶</a></h3> <p>Format: <code>AIP-[number]</code></p> <div class="language-text highlight"><pre><span></span><code><span id=__span-4-1><a id=__codelineno-4-1 name=__codelineno-4-1 href=#__codelineno-4-1></a>AIP-001: Smart relay selection
</span><span id=__span-4-2><a id=__codelineno-4-2 name=__codelineno-4-2 href=#__codelineno-4-2></a>AIP-002: Adaptive message routing
</span><span id=__span-4-3><a id=__codelineno-4-3 name=__codelineno-4-3 href=#__codelineno-4-3></a>AIP-003: Predictive caching
</span></code></pre></div> <h3 id=aie-anya-intelligence-enhancements>AIE - Anya Intelligence Enhancements<a class=headerlink href=#aie-anya-intelligence-enhancements title="Permanent link">¶</a></h3> <p>Format: <code>AIE-[number]</code></p> <div class="language-text highlight"><pre><span></span><code><span id=__span-5-1><a id=__codelineno-5-1 name=__codelineno-5-1 href=#__codelineno-5-1></a>AIE-001: Enhanced pattern recognition
</span><span id=__span-5-2><a id=__codelineno-5-2 name=__codelineno-5-2 href=#__codelineno-5-2></a>AIE-002: Improved decision making
</span><span id=__span-5-3><a id=__codelineno-5-3 name=__codelineno-5-3 href=#__codelineno-5-3></a>AIE-003: Advanced learning capabilities
</span></code></pre></div> <h2 id=usage-guidelines>Usage Guidelines<a class=headerlink href=#usage-guidelines title="Permanent link">¶</a></h2> <h3 id=1-creating-new-items>1. Creating New Items<a class=headerlink href=#1-creating-new-items title="Permanent link">¶</a></h3> <div class="language-markdown highlight"><pre><span></span><code><span id=__span-6-1><a id=__codelineno-6-1 name=__codelineno-6-1 href=#__codelineno-6-1></a><span class=gu>## AIR-004: Implement Advanced Message Threading</span>
</span><span id=__span-6-2><a id=__codelineno-6-2 name=__codelineno-6-2 href=#__codelineno-6-2></a>
</span><span id=__span-6-3><a id=__codelineno-6-3 name=__codelineno-6-3 href=#__codelineno-6-3></a><span class=gu>## Description</span>
</span><span id=__span-6-4><a id=__codelineno-6-4 name=__codelineno-6-4 href=#__codelineno-6-4></a>Add support for hierarchical message threading with AI-driven organization.
</span><span id=__span-6-5><a id=__codelineno-6-5 name=__codelineno-6-5 href=#__codelineno-6-5></a>
</span><span id=__span-6-6><a id=__codelineno-6-6 name=__codelineno-6-6 href=#__codelineno-6-6></a><span class=gu>## Requirements</span>
</span><span id=__span-6-7><a id=__codelineno-6-7 name=__codelineno-6-7 href=#__codelineno-6-7></a><span class=k>-</span><span class=w> </span>Thread depth management
</span><span id=__span-6-8><a id=__codelineno-6-8 name=__codelineno-6-8 href=#__codelineno-6-8></a><span class=k>-</span><span class=w> </span>Message relationship tracking
</span><span id=__span-6-9><a id=__codelineno-6-9 name=__codelineno-6-9 href=#__codelineno-6-9></a><span class=k>-</span><span class=w> </span>Automatic thread categorization
</span><span id=__span-6-10><a id=__codelineno-6-10 name=__codelineno-6-10 href=#__codelineno-6-10></a><span class=k>-</span><span class=w> </span>AI-powered relevance sorting
</span><span id=__span-6-11><a id=__codelineno-6-11 name=__codelineno-6-11 href=#__codelineno-6-11></a>
</span><span id=__span-6-12><a id=__codelineno-6-12 name=__codelineno-6-12 href=#__codelineno-6-12></a><span class=gu>## Implementation Notes</span>
</span><span id=__span-6-13><a id=__codelineno-6-13 name=__codelineno-6-13 href=#__codelineno-6-13></a><span class=k>-</span><span class=w> </span>Use ML for thread categorization
</span><span id=__span-6-14><a id=__codelineno-6-14 name=__codelineno-6-14 href=#__codelineno-6-14></a><span class=k>-</span><span class=w> </span>Implement thread depth limits
</span><span id=__span-6-15><a id=__codelineno-6-15 name=__codelineno-6-15 href=#__codelineno-6-15></a><span class=k>-</span><span class=w> </span>Add message relationship metadata
</span></code></pre></div> <h3 id=2-referencing-items>2. Referencing Items<a class=headerlink href=#2-referencing-items title="Permanent link">¶</a></h3> <div class="language-rust highlight"><pre><span></span><code><span id=__span-7-1><a id=__codelineno-7-1 name=__codelineno-7-1 href=#__codelineno-7-1></a><span class=c1>// In code comments</span>
</span><span id=__span-7-2><a id=__codelineno-7-2 name=__codelineno-7-2 href=#__codelineno-7-2></a><span class=sd>/// Implements AIR-004: Advanced message threading</span>
</span><span id=__span-7-3><a id=__codelineno-7-3 name=__codelineno-7-3 href=#__codelineno-7-3></a><span class=sd>/// Related: AIS-002 (Relay management)</span>
</span><span id=__span-7-4><a id=__codelineno-7-4 name=__codelineno-7-4 href=#__codelineno-7-4></a><span class=k>pub</span><span class=w> </span><span class=k>struct</span><span class=w> </span><span class=nc>MessageThread</span><span class=w> </span><span class=p>{</span>
</span><span id=__span-7-5><a id=__codelineno-7-5 name=__codelineno-7-5 href=#__codelineno-7-5></a><span class=w> </span><span class=c1>// Implementation</span>
</span><span id=__span-7-6><a id=__codelineno-7-6 name=__codelineno-7-6 href=#__codelineno-7-6></a><span class=p>}</span>
</span></code></pre></div> <h3 id=3-commit-messages>3. Commit Messages<a class=headerlink href=#3-commit-messages title="Permanent link">¶</a></h3> <div class="language-bash highlight"><pre><span></span><code><span id=__span-8-1><a id=__codelineno-8-1 name=__codelineno-8-1 href=#__codelineno-8-1></a>git<span class=w> </span>commit<span class=w> </span>-m<span class=w> </span><span class=s2>"AIR-004: Implement message threading core</span>
</span><span id=__span-8-2><a id=__codelineno-8-2 name=__codelineno-8-2 href=#__codelineno-8-2></a><span class=s2>- Add thread structure</span>
</span><span id=__span-8-3><a id=__codelineno-8-3 name=__codelineno-8-3 href=#__codelineno-8-3></a><span class=s2>- Implement depth management</span>
</span><span id=__span-8-4><a id=__codelineno-8-4 name=__codelineno-8-4 href=#__codelineno-8-4></a><span class=s2>- Add relationship tracking</span>
</span><span id=__span-8-5><a id=__codelineno-8-5 name=__codelineno-8-5 href=#__codelineno-8-5></a><span class=s2>Relates to: AIS-002, AIP-001"</span>
</span></code></pre></div> <h2 id=integration-with-issue-tracking>Integration with Issue Tracking<a class=headerlink href=#integration-with-issue-tracking title="Permanent link">¶</a></h2> <h3 id=github-issues-template>GitHub Issues Template<a class=headerlink href=#github-issues-template title="Permanent link">¶</a></h3> <div class="language-yaml highlight"><pre><span></span><code><span id=__span-9-1><a id=__codelineno-9-1 name=__codelineno-9-1 href=#__codelineno-9-1></a><span class=nt>name</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Feature Request</span>
</span><span id=__span-9-2><a id=__codelineno-9-2 name=__codelineno-9-2 href=#__codelineno-9-2></a><span class=nt>about</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Suggest an idea for Anya</span>
</span><span id=__span-9-3><a id=__codelineno-9-3 name=__codelineno-9-3 href=#__codelineno-9-3></a><span class=nt>title</span><span class=p>:</span><span class=w> </span><span class=s>'AIR-XXX:</span><span class=nv> </span><span class=s>'</span>
</span><span id=__span-9-4><a id=__codelineno-9-4 name=__codelineno-9-4 href=#__codelineno-9-4></a><span class=nt>labels</span><span class=p>:</span><span class=w> </span><span class=s>'enhancement'</span>
</span><span id=__span-9-5><a id=__codelineno-9-5 name=__codelineno-9-5 href=#__codelineno-9-5></a><span class=nt>body</span><span class=p>:</span>
</span><span id=__span-9-6><a id=__codelineno-9-6 name=__codelineno-9-6 href=#__codelineno-9-6></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>type</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">markdown</span>
</span><span id=__span-9-7><a id=__codelineno-9-7 name=__codelineno-9-7 href=#__codelineno-9-7></a><span class=w> </span><span class=nt>attributes</span><span class=p>:</span>
</span><span id=__span-9-8><a id=__codelineno-9-8 name=__codelineno-9-8 href=#__codelineno-9-8></a><span class=w> </span><span class=nt>value</span><span class=p>:</span><span class=w> </span><span class="p p-Indicator">|</span>
</span><span id=__span-9-9><a id=__codelineno-9-9 name=__codelineno-9-9 href=#__codelineno-9-9></a><span class=w> </span><span class=no>Thanks for suggesting an improvement!</span>
</span><span id=__span-9-10><a id=__codelineno-9-10 name=__codelineno-9-10 href=#__codelineno-9-10></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>type</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">input</span>
</span><span id=__span-9-11><a id=__codelineno-9-11 name=__codelineno-9-11 href=#__codelineno-9-11></a><span class=w> </span><span class=nt>id</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">air-number</span>
</span><span id=__span-9-12><a id=__codelineno-9-12 name=__codelineno-9-12 href=#__codelineno-9-12></a><span class=w> </span><span class=nt>attributes</span><span class=p>:</span>
</span><span id=__span-9-13><a id=__codelineno-9-13 name=__codelineno-9-13 href=#__codelineno-9-13></a><span class=w> </span><span class=nt>label</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">AIR Number</span>
</span><span id=__span-9-14><a id=__codelineno-9-14 name=__codelineno-9-14 href=#__codelineno-9-14></a><span class=w> </span><span class=nt>description</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Assigned AIR number for this request</span>
</span><span id=__span-9-15><a id=__codelineno-9-15 name=__codelineno-9-15 href=#__codelineno-9-15></a><span class=w> </span><span class=nt>placeholder</span><span class=p>:</span><span class=w> </span><span class=s>'AIR-XXX'</span>
</span><span id=__span-9-16><a id=__codelineno-9-16 name=__codelineno-9-16 href=#__codelineno-9-16></a><span class=w> </span><span class=nt>validations</span><span class=p>:</span>
</span><span id=__span-9-17><a id=__codelineno-9-17 name=__codelineno-9-17 href=#__codelineno-9-17></a><span class=w> </span><span class=nt>required</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
</span></code></pre></div> <h3 id=pull-request-template>Pull Request Template<a class=headerlink href=#pull-request-template title="Permanent link">¶</a></h3> <div class="language-markdown highlight"><pre><span></span><code><span id=__span-10-1><a id=__codelineno-10-1 name=__codelineno-10-1 href=#__codelineno-10-1></a><span class=gu>## Description</span>
</span><span id=__span-10-2><a id=__codelineno-10-2 name=__codelineno-10-2 href=#__codelineno-10-2></a>Implements [AIR-XXX]
</span><span id=__span-10-3><a id=__codelineno-10-3 name=__codelineno-10-3 href=#__codelineno-10-3></a>
</span><span id=__span-10-4><a id=__codelineno-10-4 name=__codelineno-10-4 href=#__codelineno-10-4></a><span class=gu>## Related Items</span>
</span><span id=__span-10-5><a id=__codelineno-10-5 name=__codelineno-10-5 href=#__codelineno-10-5></a><span class=k>-</span><span class=w> </span>AIS-XXX: Related specification
</span><span id=__span-10-6><a id=__codelineno-10-6 name=__codelineno-10-6 href=#__codelineno-10-6></a><span class=k>-</span><span class=w> </span>AIT-XXX: Fixes issue
</span><span id=__span-10-7><a id=__codelineno-10-7 name=__codelineno-10-7 href=#__codelineno-10-7></a><span class=k>-</span><span class=w> </span>AIP-XXX: Uses pattern
</span><span id=__span-10-8><a id=__codelineno-10-8 name=__codelineno-10-8 href=#__codelineno-10-8></a>
</span><span id=__span-10-9><a id=__codelineno-10-9 name=__codelineno-10-9 href=#__codelineno-10-9></a><span class=gu>## Changes</span>
</span><span id=__span-10-10><a id=__codelineno-10-10 name=__codelineno-10-10 href=#__codelineno-10-10></a><span class=k>-</span><span class=w> </span>Detailed changes...
</span><span id=__span-10-11><a id=__codelineno-10-11 name=__codelineno-10-11 href=#__codelineno-10-11></a>
</span><span id=__span-10-12><a id=__codelineno-10-12 name=__codelineno-10-12 href=#__codelineno-10-12></a><span class=gu>## Testing</span>
</span><span id=__span-10-13><a id=__codelineno-10-13 name=__codelineno-10-13 href=#__codelineno-10-13></a><span class=k>-</span><span class=w> </span>Test coverage...
</span></code></pre></div> <h2 id=ai-integration>AI Integration<a class=headerlink href=#ai-integration title="Permanent link">¶</a></h2> <h3 id=1-automatic-labeling>1. Automatic Labeling<a class=headerlink href=#1-automatic-labeling title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-11-1><a id=__codelineno-11-1 name=__codelineno-11-1 href=#__codelineno-11-1></a><span class=k>def</span><span class=w> </span><span class=nf>suggest_ai_label</span><span class=p>(</span><span class=n>content</span><span class=p>):</span>
</span><span id=__span-11-2><a id=__codelineno-11-2 name=__codelineno-11-2 href=#__codelineno-11-2></a><span class=w> </span><span class=sd>"""Suggest appropriate AI label based on content analysis."""</span>
</span><span id=__span-11-3><a id=__codelineno-11-3 name=__codelineno-11-3 href=#__codelineno-11-3></a> <span class=k>if</span> <span class=n>is_feature_request</span><span class=p>(</span><span class=n>content</span><span class=p>):</span>
</span><span id=__span-11-4><a id=__codelineno-11-4 name=__codelineno-11-4 href=#__codelineno-11-4></a> <span class=k>return</span> <span class=n>generate_air_number</span><span class=p>()</span>
</span><span id=__span-11-5><a id=__codelineno-11-5 name=__codelineno-11-5 href=#__codelineno-11-5></a> <span class=k>elif</span> <span class=n>is_specification</span><span class=p>(</span><span class=n>content</span><span class=p>):</span>
</span><span id=__span-11-6><a id=__codelineno-11-6 name=__codelineno-11-6 href=#__codelineno-11-6></a> <span class=k>return</span> <span class=n>generate_ais_number</span><span class=p>()</span>
</span><span id=__span-11-7><a id=__codelineno-11-7 name=__codelineno-11-7 href=#__codelineno-11-7></a> <span class=k>elif</span> <span class=n>is_issue</span><span class=p>(</span><span class=n>content</span><span class=p>):</span>
</span><span id=__span-11-8><a id=__codelineno-11-8 name=__codelineno-11-8 href=#__codelineno-11-8></a> <span class=k>return</span> <span class=n>generate_ait_number</span><span class=p>()</span>
</span><span id=__span-11-9><a id=__codelineno-11-9 name=__codelineno-11-9 href=#__codelineno-11-9></a> <span class=c1># etc.</span>
</span></code></pre></div> <h3 id=2-relationship-detection>2. Relationship Detection<a class=headerlink href=#2-relationship-detection title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-12-1><a id=__codelineno-12-1 name=__codelineno-12-1 href=#__codelineno-12-1></a><span class=k>def</span><span class=w> </span><span class=nf>detect_relationships</span><span class=p>(</span><span class=n>item</span><span class=p>):</span>
</span><span id=__span-12-2><a id=__codelineno-12-2 name=__codelineno-12-2 href=#__codelineno-12-2></a><span class=w> </span><span class=sd>"""Detect relationships between AI-labeled items."""</span>
</span><span id=__span-12-3><a id=__codelineno-12-3 name=__codelineno-12-3 href=#__codelineno-12-3></a> <span class=n>related_items</span> <span class=o>=</span> <span class=p>[]</span>
</span><span id=__span-12-4><a id=__codelineno-12-4 name=__codelineno-12-4 href=#__codelineno-12-4></a> <span class=k>for</span> <span class=n>reference</span> <span class=ow>in</span> <span class=n>find_references</span><span class=p>(</span><span class=n>item</span><span class=o>.</span><span class=n>content</span><span class=p>):</span>
</span><span id=__span-12-5><a id=__codelineno-12-5 name=__codelineno-12-5 href=#__codelineno-12-5></a> <span class=k>if</span> <span class=n>is_ai_label</span><span class=p>(</span><span class=n>reference</span><span class=p>):</span>
</span><span id=__span-12-6><a id=__codelineno-12-6 name=__codelineno-12-6 href=#__codelineno-12-6></a> <span class=n>related_items</span><span class=o>.</span><span class=n>append</span><span class=p>(</span><span class=n>reference</span><span class=p>)</span>
</span><span id=__span-12-7><a id=__codelineno-12-7 name=__codelineno-12-7 href=#__codelineno-12-7></a> <span class=k>return</span> <span class=n>related_items</span>
</span></code></pre></div> <h3 id=3-progress-tracking>3. Progress Tracking<a class=headerlink href=#3-progress-tracking title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-13-1><a id=__codelineno-13-1 name=__codelineno-13-1 href=#__codelineno-13-1></a><span class=k>def</span><span class=w> </span><span class=nf>track_ai_items</span><span class=p>():</span>
</span><span id=__span-13-2><a id=__codelineno-13-2 name=__codelineno-13-2 href=#__codelineno-13-2></a><span class=w> </span><span class=sd>"""Track progress of AI-labeled items."""</span>
</span><span id=__span-13-3><a id=__codelineno-13-3 name=__codelineno-13-3 href=#__codelineno-13-3></a> <span class=n>stats</span> <span class=o>=</span> <span class=p>{</span>
</span><span id=__span-13-4><a id=__codelineno-13-4 name=__codelineno-13-4 href=#__codelineno-13-4></a> <span class=s1>'AIR'</span><span class=p>:</span> <span class=p>{</span><span class=s1>'total'</span><span class=p>:</span> <span class=mi>0</span><span class=p>,</span> <span class=s1>'completed'</span><span class=p>:</span> <span class=mi>0</span><span class=p>},</span>
</span><span id=__span-13-5><a id=__codelineno-13-5 name=__codelineno-13-5 href=#__codelineno-13-5></a> <span class=s1>'AIS'</span><span class=p>:</span> <span class=p>{</span><span class=s1>'total'</span><span class=p>:</span> <span class=mi>0</span><span class=p>,</span> <span class=s1>'completed'</span><span class=p>:</span> <span class=mi>0</span><span class=p>},</span>
</span><span id=__span-13-6><a id=__codelineno-13-6 name=__codelineno-13-6 href=#__codelineno-13-6></a> <span class=s1>'AIT'</span><span class=p>:</span> <span class=p>{</span><span class=s1>'total'</span><span class=p>:</span> <span class=mi>0</span><span class=p>,</span> <span class=s1>'resolved'</span><span class=p>:</span> <span class=mi>0</span><span class=p>},</span>
</span><span id=__span-13-7><a id=__codelineno-13-7 name=__codelineno-13-7 href=#__codelineno-13-7></a> <span class=s1>'AIM'</span><span class=p>:</span> <span class=p>{</span><span class=s1>'total'</span><span class=p>:</span> <span class=mi>0</span><span class=p>,</span> <span class=s1>'integrated'</span><span class=p>:</span> <span class=mi>0</span><span class=p>},</span>
</span><span id=__span-13-8><a id=__codelineno-13-8 name=__codelineno-13-8 href=#__codelineno-13-8></a> <span class=s1>'AIP'</span><span class=p>:</span> <span class=p>{</span><span class=s1>'total'</span><span class=p>:</span> <span class=mi>0</span><span class=p>,</span> <span class=s1>'implemented'</span><span class=p>:</span> <span class=mi>0</span><span class=p>},</span>
</span><span id=__span-13-9><a id=__codelineno-13-9 name=__codelineno-13-9 href=#__codelineno-13-9></a> <span class=s1>'AIE'</span><span class=p>:</span> <span class=p>{</span><span class=s1>'total'</span><span class=p>:</span> <span class=mi>0</span><span class=p>,</span> <span class=s1>'enhanced'</span><span class=p>:</span> <span class=mi>0</span><span class=p>},</span>
</span><span id=__span-13-10><a id=__codelineno-13-10 name=__codelineno-13-10 href=#__codelineno-13-10></a> <span class=p>}</span>
</span><span id=__span-13-11><a id=__codelineno-13-11 name=__codelineno-13-11 href=#__codelineno-13-11></a> <span class=c1># Calculate statistics</span>
</span><span id=__span-13-12><a id=__codelineno-13-12 name=__codelineno-13-12 href=#__codelineno-13-12></a> <span class=k>return</span> <span class=n>stats</span>
</span></code></pre></div> <h2 id=best-practices>Best Practices<a class=headerlink href=#best-practices title="Permanent link">¶</a></h2> <ol> <li><strong>Unique Numbering</strong></li> <li>Numbers are never reused</li> <li>Sequential assignment</li> <li> <p>Include in all relevant documentation</p> </li> <li> <p><strong>Cross-Referencing</strong></p> </li> <li>Link related items</li> <li>Maintain relationship graphs</li> <li> <p>Document dependencies</p> </li> <li> <p><strong>Documentation</strong></p> </li> <li> <p>Include AI labels in:</p> <ul> <li>Code comments</li> <li>Commit messages</li> <li>Pull requests</li> <li>Documentation</li> <li>Issue tickets</li> </ul> </li> <li> <p><strong>Tracking</strong></p> </li> <li>Regular status updates</li> <li>Progress monitoring</li> <li>Relationship mapping</li> <li>Impact assessment</li> </ol> <h2 id=tools-integration>Tools Integration<a class=headerlink href=#tools-integration title="Permanent link">¶</a></h2> <h3 id=1-github-actions>1. GitHub Actions<a class=headerlink href=#1-github-actions title="Permanent link">¶</a></h3> <div class="language-yaml highlight"><pre><span></span><code><span id=__span-14-1><a id=__codelineno-14-1 name=__codelineno-14-1 href=#__codelineno-14-1></a><span class=nt>name</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">AI Label Validation</span>
</span><span id=__span-14-2><a id=__codelineno-14-2 name=__codelineno-14-2 href=#__codelineno-14-2></a><span class=nt>on</span><span class=p>:</span>
</span><span id=__span-14-3><a id=__codelineno-14-3 name=__codelineno-14-3 href=#__codelineno-14-3></a><span class=w> </span><span class=nt>pull_request</span><span class=p>:</span>
</span><span id=__span-14-4><a id=__codelineno-14-4 name=__codelineno-14-4 href=#__codelineno-14-4></a><span class=w> </span><span class=nt>types</span><span class=p>:</span><span class=w> </span><span class="p p-Indicator">[</span><span class=nv>opened</span><span class="p p-Indicator">,</span><span class=w> </span><span class=nv>edited</span><span class="p p-Indicator">,</span><span class=w> </span><span class=nv>synchronize</span><span class="p p-Indicator">]</span>
</span><span id=__span-14-5><a id=__codelineno-14-5 name=__codelineno-14-5 href=#__codelineno-14-5></a>
</span><span id=__span-14-6><a id=__codelineno-14-6 name=__codelineno-14-6 href=#__codelineno-14-6></a><span class=nt>jobs</span><span class=p>:</span>
</span><span id=__span-14-7><a id=__codelineno-14-7 name=__codelineno-14-7 href=#__codelineno-14-7></a><span class=w> </span><span class=nt>validate-labels</span><span class=p>:</span>
</span><span id=__span-14-8><a id=__codelineno-14-8 name=__codelineno-14-8 href=#__codelineno-14-8></a><span class=w> </span><span class=nt>runs-on</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">ubuntu-latest</span>
</span><span id=__span-14-9><a id=__codelineno-14-9 name=__codelineno-14-9 href=#__codelineno-14-9></a><span class=w> </span><span class=nt>steps</span><span class=p>:</span>
</span><span id=__span-14-10><a id=__codelineno-14-10 name=__codelineno-14-10 href=#__codelineno-14-10></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>uses</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">actions/checkout@v2</span>
</span><span id=__span-14-11><a id=__codelineno-14-11 name=__codelineno-14-11 href=#__codelineno-14-11></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>name</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Check AI Labels</span>
</span><span id=__span-14-12><a id=__codelineno-14-12 name=__codelineno-14-12 href=#__codelineno-14-12></a><span class=w> </span><span class=nt>run</span><span class=p>:</span><span class=w> </span><span class="p p-Indicator">|</span>
</span><span id=__span-14-13><a id=__codelineno-14-13 name=__codelineno-14-13 href=#__codelineno-14-13></a><span class=w> </span><span class=no>python .github/scripts/validate_ai_labels.py</span>
</span></code></pre></div> <h3 id=2-vs-code-extension>2. VS Code Extension<a class=headerlink href=#2-vs-code-extension title="Permanent link">¶</a></h3> <div class="language-json highlight"><pre><span></span><code><span id=__span-15-1><a id=__codelineno-15-1 name=__codelineno-15-1 href=#__codelineno-15-1></a><span class=p>{</span>
</span><span id=__span-15-2><a id=__codelineno-15-2 name=__codelineno-15-2 href=#__codelineno-15-2></a><span class=w> </span><span class=nt>"ai-labeling.patterns"</span><span class=p>:</span><span class=w> </span><span class=p>{</span>
</span><span id=__span-15-3><a id=__codelineno-15-3 name=__codelineno-15-3 href=#__codelineno-15-3></a><span class=w> </span><span class=nt>"AIR"</span><span class=p>:</span><span class=w> </span><span class=s2>"AIR-\\d{3}"</span><span class=p>,</span>
</span><span id=__span-15-4><a id=__codelineno-15-4 name=__codelineno-15-4 href=#__codelineno-15-4></a><span class=w> </span><span class=nt>"AIS"</span><span class=p>:</span><span class=w> </span><span class=s2>"AIS-\\d{3}"</span><span class=p>,</span>
</span><span id=__span-15-5><a id=__codelineno-15-5 name=__codelineno-15-5 href=#__codelineno-15-5></a><span class=w> </span><span class=nt>"AIT"</span><span class=p>:</span><span class=w> </span><span class=s2>"AIT-\\d{3}"</span><span class=p>,</span>
</span><span id=__span-15-6><a id=__codelineno-15-6 name=__codelineno-15-6 href=#__codelineno-15-6></a><span class=w> </span><span class=nt>"AIM"</span><span class=p>:</span><span class=w> </span><span class=s2>"AIM-\\d{3}"</span><span class=p>,</span>
</span><span id=__span-15-7><a id=__codelineno-15-7 name=__codelineno-15-7 href=#__codelineno-15-7></a><span class=w> </span><span class=nt>"AIP"</span><span class=p>:</span><span class=w> </span><span class=s2>"AIP-\\d{3}"</span><span class=p>,</span>
</span><span id=__span-15-8><a id=__codelineno-15-8 name=__codelineno-15-8 href=#__codelineno-15-8></a><span class=w> </span><span class=nt>"AIE"</span><span class=p>:</span><span class=w> </span><span class=s2>"AIE-\\d{3}"</span>
</span><span id=__span-15-9><a id=__codelineno-15-9 name=__codelineno-15-9 href=#__codelineno-15-9></a><span class=w> </span><span class=p>}</span>
</span><span id=__span-15-10><a id=__codelineno-15-10 name=__codelineno-15-10 href=#__codelineno-15-10></a><span class=p>}</span>
</span></code></pre></div> <h2 id=examples>Examples<a class=headerlink href=#examples title="Permanent link">¶</a></h2> <h3 id=feature-implementation>Feature Implementation<a class=headerlink href=#feature-implementation title="Permanent link">¶</a></h3> <div class="language-rust highlight"><pre><span></span><code><span id=__span-16-1><a id=__codelineno-16-1 name=__codelineno-16-1 href=#__codelineno-16-1></a><span class=sd>/// AIR-004: Advanced Message Threading</span>
</span><span id=__span-16-2><a id=__codelineno-16-2 name=__codelineno-16-2 href=#__codelineno-16-2></a><span class=sd>/// Implements thread management with AI-driven organization</span>
</span><span id=__span-16-3><a id=__codelineno-16-3 name=__codelineno-16-3 href=#__codelineno-16-3></a><span class=sd>/// Related: </span>
</span><span id=__span-16-4><a id=__codelineno-16-4 name=__codelineno-16-4 href=#__codelineno-16-4></a><span class=sd>/// - AIS-002: Relay Management Specification</span>
</span><span id=__span-16-5><a id=__codelineno-16-5 name=__codelineno-16-5 href=#__codelineno-16-5></a><span class=sd>/// - AIP-001: Smart Message Routing</span>
</span><span id=__span-16-6><a id=__codelineno-16-6 name=__codelineno-16-6 href=#__codelineno-16-6></a><span class=k>pub</span><span class=w> </span><span class=k>mod</span><span class=w> </span><span class=nn>message_threading</span><span class=w> </span><span class=p>{</span>
</span><span id=__span-16-7><a id=__codelineno-16-7 name=__codelineno-16-7 href=#__codelineno-16-7></a><span class=w> </span><span class=c1>// Implementation</span>
</span><span id=__span-16-8><a id=__codelineno-16-8 name=__codelineno-16-8 href=#__codelineno-16-8></a><span class=p>}</span>
</span></code></pre></div> <h3 id=issue-resolution>Issue Resolution<a class=headerlink href=#issue-resolution title="Permanent link">¶</a></h3> <div class="language-rust highlight"><pre><span></span><code><span id=__span-17-1><a id=__codelineno-17-1 name=__codelineno-17-1 href=#__codelineno-17-1></a><span class=sd>/// AIT-002: Fix message encryption performance</span>
</span><span id=__span-17-2><a id=__codelineno-17-2 name=__codelineno-17-2 href=#__codelineno-17-2></a><span class=sd>/// Implements optimized encryption using parallel processing</span>
</span><span id=__span-17-3><a id=__codelineno-17-3 name=__codelineno-17-3 href=#__codelineno-17-3></a><span class=sd>/// Enhancement: AIE-001 (Pattern Recognition)</span>
</span><span id=__span-17-4><a id=__codelineno-17-4 name=__codelineno-17-4 href=#__codelineno-17-4></a><span class=k>pub</span><span class=w> </span><span class=k>fn</span><span class=w> </span><span class=nf>optimize_encryption</span><span class=p>()</span><span class=w> </span><span class=p>{</span>
</span><span id=__span-17-5><a id=__codelineno-17-5 name=__codelineno-17-5 href=#__codelineno-17-5></a><span class=w> </span><span class=c1>// Implementation</span>
</span><span id=__span-17-6><a id=__codelineno-17-6 name=__codelineno-17-6 href=#__codelineno-17-6></a><span class=p>}</span>
</span></code></pre></div> <h3 id=integration-module>Integration Module<a class=headerlink href=#integration-module title="Permanent link">¶</a></h3> <div class="language-rust highlight"><pre><span></span><code><span id=__span-18-1><a id=__codelineno-18-1 name=__codelineno-18-1 href=#__codelineno-18-1></a><span class=sd>/// AIM-001: Nostr Integration</span>
</span><span id=__span-18-2><a id=__codelineno-18-2 name=__codelineno-18-2 href=#__codelineno-18-2></a><span class=sd>/// Implements core Nostr functionality</span>
</span><span id=__span-18-3><a id=__codelineno-18-3 name=__codelineno-18-3 href=#__codelineno-18-3></a><span class=sd>/// Specifications:</span>
</span><span id=__span-18-4><a id=__codelineno-18-4 name=__codelineno-18-4 href=#__codelineno-18-4></a><span class=sd>/// - AIS-001: Protocol Integration</span>
</span><span id=__span-18-5><a id=__codelineno-18-5 name=__codelineno-18-5 href=#__codelineno-18-5></a><span class=sd>/// - AIS-002: Relay Management</span>
</span><span id=__span-18-6><a id=__codelineno-18-6 name=__codelineno-18-6 href=#__codelineno-18-6></a><span class=k>pub</span><span class=w> </span><span class=k>mod</span><span class=w> </span><span class=nn>nostr</span><span class=w> </span><span class=p>{</span>
</span><span id=__span-18-7><a id=__codelineno-18-7 name=__codelineno-18-7 href=#__codelineno-18-7></a><span class=w> </span><span class=c1>// Implementation</span>
</span><span id=__span-18-8><a id=__codelineno-18-8 name=__codelineno-18-8 href=#__codelineno-18-8></a><span class=p>}</span>
</span></code></pre></div> <h3 id=documentation-infrastructure>Documentation Infrastructure<a class=headerlink href=#documentation-infrastructure title="Permanent link">¶</a></h3> <div class="language-powershell highlight"><pre><span></span><code><span id=__span-19-1><a id=__codelineno-19-1 name=__codelineno-19-1 href=#__codelineno-19-1></a><span class=c>## AIR-003: Repository Connectivity Standardization</span>
</span><span id=__span-19-2><a id=__codelineno-19-2 name=__codelineno-19-2 href=#__codelineno-19-2></a><span class=c>## Updates GitHub URLs across the codebase for consistent references</span>
</span><span id=__span-19-3><a id=__codelineno-19-3 name=__codelineno-19-3 href=#__codelineno-19-3></a><span class=c>## Related:</span>
</span><span id=__span-19-4><a id=__codelineno-19-4 name=__codelineno-19-4 href=#__codelineno-19-4></a><span class=c>## - AIS-002: Repository Management</span>
</span><span id=__span-19-5><a id=__codelineno-19-5 name=__codelineno-19-5 href=#__codelineno-19-5></a><span class=c>## - AIM-003: Bitcoin Core Bridge</span>
</span><span id=__span-19-6><a id=__codelineno-19-6 name=__codelineno-19-6 href=#__codelineno-19-6></a>
</span><span id=__span-19-7><a id=__codelineno-19-7 name=__codelineno-19-7 href=#__codelineno-19-7></a><span class=c>## PowerShell script for URL consistency</span>
</span><span id=__span-19-8><a id=__codelineno-19-8 name=__codelineno-19-8 href=#__codelineno-19-8></a><span class=k>function</span> <span class=nb>Update-RepositoryUrls</span> <span class=p>{</span>
</span><span id=__span-19-9><a id=__codelineno-19-9 name=__codelineno-19-9 href=#__codelineno-19-9></a> <span class=k>param</span><span class=p>(</span>
</span><span id=__span-19-10><a id=__codelineno-19-10 name=__codelineno-19-10 href=#__codelineno-19-10></a> <span class=no>[string]</span><span class=nv>$OldUrl</span> <span class=p>=</span> <span class=s2>"github.com/botshelomokoka/anya-core"</span><span class=p>,</span>
</span><span id=__span-19-11><a id=__codelineno-19-11 name=__codelineno-19-11 href=#__codelineno-19-11></a> <span class=no>[string]</span><span class=nv>$NewUrl</span> <span class=p>=</span> <span class=s2>"github.com/anya-org/anya-core"</span>
</span><span id=__span-19-12><a id=__codelineno-19-12 name=__codelineno-19-12 href=#__codelineno-19-12></a> <span class=p>)</span>
</span><span id=__span-19-13><a id=__codelineno-19-13 name=__codelineno-19-13 href=#__codelineno-19-13></a>
</span><span id=__span-19-14><a id=__codelineno-19-14 name=__codelineno-19-14 href=#__codelineno-19-14></a> <span class=c># Implementation details...</span>
</span><span id=__span-19-15><a id=__codelineno-19-15 name=__codelineno-19-15 href=#__codelineno-19-15></a><span class=p>}</span>
</span></code></pre></div> <p><em>Last updated: 2025-03-06</em></p> <h2 id=see-also>See Also<a class=headerlink href=#see-also title="Permanent link">¶</a></h2> <ul> <li><a href=#related-document>Related Document</a></li> </ul> <aside class=md-source-file> <span class=md-source-file__fact> <span class=md-icon title="Last update"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg> </span> <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-timeago" title="May 21, 2025 21:18:11 UTC"><span class=timeago datetime=2025-05-21T21:18:11+00:00 locale=en></span></span><span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-iso_date" title="May 21, 2025 21:18:11 UTC">2025-05-21</span> </span> </aside> </article> </div> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg> Back to top </button> </main> <footer class=md-footer> <nav class="md-footer__inner md-grid" aria-label=Footer> <a href=../BUSINESS_PLAN/ class="md-footer__link md-footer__link--prev" aria-label="Previous: Business Plan"> <div class="md-footer__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg> </div> <div class=md-footer__title> <span class=md-footer__direction> Previous </span> <div class=md-ellipsis> Business Plan </div> </div> </a> <a href=../CLI_REFERENCE/ class="md-footer__link md-footer__link--next" aria-label="Next: CLI Reference"> <div class=md-footer__title> <span class=md-footer__direction> Next </span> <div class=md-ellipsis> CLI Reference </div> </div> <div class="md-footer__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"/></svg> </div> </a> </nav> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-copyright> <div class=md-copyright__highlight> Copyright © 2025 Anya Foundation </div> Made with <a href=https://squidfunk.github.io/mkdocs-material/ target=_blank rel=noopener> Material for MkDocs </a> </div> <div class=md-social> <a href=https://github.com/botshelomokoka/Anya-core target=_blank rel=noopener title=github.com class=md-social__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 496 512"><!-- Font Awesome Free 6.7.2 by @fontawesome - 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