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class="docMainContainer_TBSr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/rob/CmdForge/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Goals</span></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Goals</h1></header>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="vision">Vision<a href="#vision" class="hash-link" aria-label="Direct link to Vision" title="Direct link to Vision" translate="no">​</a></h2>
<p>CmdForge is a universal librarian for AI-powered tools — enabling developers to build applications from verified, composable, Lego-like components. It breaks complex problems into small, decoupled, reusable tools, tracks them across a global registry, continuously verifies their correctness, and makes them composable through Unix pipelines. The result: development that&#x27;s faster, safer, and collaborative on a humanity-wide scale.</p>
<p>The private project-docs repository contains the detailed July 2026 strategic
analysis and roadmap. They are intentionally excluded from this public build.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="active">Active<a href="#active" class="hash-link" aria-label="Direct link to Active" title="Direct link to Active" translate="no">​</a></h2>
<ul class="contains-task-list containsTaskList_mC6p">
<li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Complete the reviewed production deployment and publish <code>forge-tool</code> 1.1.0 #high</li>
<li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Make CmdForge the easiest path for coding agents through discovery, project-local tools, and host bootstrap #high</li>
<li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Complete transactional email and administrator recovery #high</li>
<li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Grow a small, dependable official-tool baseline and adoption guide #medium</li>
</ul>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="completed">Completed<a href="#completed" class="hash-link" aria-label="Direct link to Completed" title="Direct link to Completed" translate="no">​</a></h2>
<ul class="contains-task-list containsTaskList_mC6p">
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Provide a simple, intuitive way for users to create AI-powered CLI tools without coding #high</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Enable tool sharing so users can discover, use, and improve community-created tools #high</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Integrate seamlessly with Unix workflows through standard stdin/stdout piping #medium</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Abstract away AI provider complexity so tools work with any backend #medium</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Maintain tool reliability through offline caching and graceful degradation #medium</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Ensure tool quality through a curation system that prevents duplication and maintains standards #low</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support tool composition where tools can chain together and build on each other #medium</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Provide extensibility for custom AI backends and integrations #low</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Update and modernize provider ecosystem for the 2026 landscape #critical</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Integrate MCP as both client and server #high</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Evolve providers into bounded agents with skills, tool access, and delegation #high</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Add contracts, preflight, verification, scoring, reuse guidance, and auditing #high</li>
<li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Add prompt optimization, improvement, integrity, community, and attestation workflows #high</li>
</ul>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="future">Future<a href="#future" class="hash-link" aria-label="Direct link to Future" title="Direct link to Future" translate="no">​</a></h2>
<ul class="contains-task-list containsTaskList_mC6p">
<li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Create a monetization plan for sustainable tool ecosystem #low</li>
<li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Supply chain attestation (signed releases, GPG/Sigstore verification) #low</li>
</ul>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="non-goals">Non-Goals<a href="#non-goals" class="hash-link" aria-label="Direct link to Non-Goals" title="Direct link to Non-Goals" translate="no">​</a></h2>
<ul>
<li class=""><strong>Replace shell scripting</strong> - CmdForge augments shell workflows, not replaces them</li>
<li class=""><strong>Build a full IDE</strong> - Focus on CLI tool building, not general development</li>
<li class=""><strong>Require coding knowledge</strong> - Tools should be creatable without programming</li>
<li class=""><strong>Lock users to specific providers</strong> - Provider-agnostic by design</li>
</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/rob/CmdForge/architecture/"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">CmdForge Architecture</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/rob/CmdForge/ideas-and-exploration/"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Ideas &amp; Exploration</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#vision" class="table-of-contents__link toc-highlight">Vision</a></li><li><a href="#active" class="table-of-contents__link toc-highlight">Active</a></li><li><a href="#completed" class="table-of-contents__link toc-highlight">Completed</a></li><li><a href="#future" class="table-of-contents__link toc-highlight">Future</a></li><li><a href="#non-goals" class="table-of-contents__link toc-highlight">Non-Goals</a></li></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title">Docs</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/rob/CmdForge/">Overview</a></li></ul></div><div class="theme-layout-footer-column col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://gitea.brrd.tech/rob/CmdForge" target="_blank" rel="noopener noreferrer" class="footer__link-item">Gitea<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_nPIU"><use href="#theme-svg-external-link"></use></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">CmdForge Documentation</div></div></div></footer></div>
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