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<title data-rh="true">CascadingDev Overview | CascadingDev</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://pages.brrd.tech/rob/CascadingDev/"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="CascadingDev Overview | CascadingDev"><meta data-rh="true" name="description" content="A Git-native AI-human collaboration framework that automates documentation, discussion summaries, and code review directly within repositories."><meta data-rh="true" property="og:description" content="A Git-native AI-human collaboration framework that automates documentation, discussion summaries, and code review directly within repositories."><link data-rh="true" rel="icon" href="/rob/CascadingDev/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://pages.brrd.tech/rob/CascadingDev/"><link data-rh="true" rel="alternate" href="https://pages.brrd.tech/rob/CascadingDev/" hreflang="en"><link data-rh="true" rel="alternate" href="https://pages.brrd.tech/rob/CascadingDev/" hreflang="x-default"><script data-rh="true">function insertBanner(){var n=document.createElement("div");n.id="__docusaurus-base-url-issue-banner-container";n.innerHTML='\n<div id="__docusaurus-base-url-issue-banner" style="border: thick solid red; background-color: rgb(255, 230, 179); margin: 20px; padding: 20px; font-size: 20px;">\n <p style="font-weight: bold; font-size: 30px;">Your Docusaurus site did not load properly.</p>\n <p>A very common reason is a wrong site <a href="https://docusaurus.io/docs/docusaurus.config.js/#baseUrl" style="font-weight: bold;">baseUrl configuration</a>.</p>\n <p>Current configured baseUrl = <span style="font-weight: bold; color: red;">/rob/CascadingDev/</span> </p>\n <p>We suggest trying baseUrl = <span id="__docusaurus-base-url-issue-banner-suggestion-container" style="font-weight: bold; color: green;"></span></p>\n</div>\n',document.body.prepend(n);var e=document.getElementById("__docusaurus-base-url-issue-banner-suggestion-container"),s=window.location.pathname,o="/"===s.substr(-1)?s:s+"/";e.innerHTML=o}document.addEventListener("DOMContentLoaded",function(){void 0===window.docusaurus&&insertBanner()})</script><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"CascadingDev Overview","item":"https://pages.brrd.tech/rob/CascadingDev/"}]}</script><link rel="stylesheet" href="/rob/CascadingDev/assets/css/styles.6095798e.css">
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class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">CascadingDev Overview</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>CascadingDev Overview</h1></header>
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<p>A Git-native AI-human collaboration framework that automates documentation, discussion summaries, and code review directly within repositories.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="project-links">Project Links<a href="#project-links" class="hash-link" aria-label="Direct link to Project Links" title="Direct link to Project Links" translate="no"></a></h2>
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<table><thead><tr><th>Resource</th><th>URL</th></tr></thead><tbody><tr><td><strong>Git Repository</strong></td><td><a href="https://gitea.brrd.tech/rob/CascadingDev" target="_blank" rel="noopener noreferrer" class="">https://gitea.brrd.tech/rob/CascadingDev</a></td></tr><tr><td><strong>Local Path</strong></td><td><code>~/PycharmProjects/CascadingDev</code></td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="core-concept">Core Concept<a href="#core-concept" class="hash-link" aria-label="Direct link to Core Concept" title="Direct link to Core Concept" translate="no"></a></h2>
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<p>CascadingDev uses Git pre-commit hooks to trigger multi-agent AI orchestration. When you commit, AI agents automatically:</p>
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<ul>
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<li class="">Generate documentation</li>
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<li class="">Summarize discussions</li>
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<li class="">Review code changes</li>
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<li class="">Update status based on voting consensus</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="components">Components<a href="#components" class="hash-link" aria-label="Direct link to Components" title="Direct link to Components" translate="no"></a></h2>
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<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">┌─────────────────────────────────────────────────────────────────┐</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ CascadingDev │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">├───────────────┬───────────────┬───────────────┬─────────────────┤</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ Pre-commit │ AI Agents │ Ramble GUI │ Rules Engine │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ Hooks │ (7 types) │ (PySide6) │ (.ai-rules) │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">├───────────────┼───────────────┼───────────────┼─────────────────┤</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ Trigger on │ Moderator │ Structured │ Cascading YAML │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ git commit │ Architect │ feature │ inheritance │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ Safety checks │ Security │ requests │ Per-folder │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ Auto-docs │ Pragmatist │ │ overrides │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ Perfectionist │ │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ Researcher │ │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ Visualizer │ │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">└───────────────┴───────────────┴───────────────┴─────────────────┘</span><br></span></code></pre></div></div>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="ai-agent-team">AI Agent Team<a href="#ai-agent-team" class="hash-link" aria-label="Direct link to AI Agent Team" title="Direct link to AI Agent Team" translate="no"></a></h2>
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<table><thead><tr><th>Agent</th><th>Role</th><th>Perspective</th></tr></thead><tbody><tr><td><strong>Moderator</strong></td><td>Facilitates discussion, ensures progress</td><td>Neutral, process-focused</td></tr><tr><td><strong>Designer</strong></td><td>UX/UI considerations</td><td>User experience</td></tr><tr><td><strong>Architect</strong></td><td>System design decisions</td><td>Big picture, scalability</td></tr><tr><td><strong>Security</strong></td><td>Identifies vulnerabilities</td><td>Risk assessment</td></tr><tr><td><strong>Pragmatist</strong></td><td>Practical implementation</td><td>What works now</td></tr><tr><td><strong>Perfectionist</strong></td><td>Code quality standards</td><td>Best practices</td></tr><tr><td><strong>Researcher</strong></td><td>Background information</td><td>Documentation, prior art</td></tr><tr><td><strong>Visualizer</strong></td><td>Diagrams and visual aids</td><td>PlantUML, Mermaid</td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="key-features">Key Features<a href="#key-features" class="hash-link" aria-label="Direct link to Key Features" title="Direct link to Key Features" translate="no"></a></h2>
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<ul>
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<li class=""><strong>Cascading Rules</strong>: <code>.ai-rules.yml</code> files inherit and override from parent directories</li>
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<li class=""><strong>Multi-Provider AI</strong>: Fallback chains across Claude, Codex, Gemini</li>
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<li class=""><strong>Status Promotion</strong>: Automatic status changes based on voting consensus</li>
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<li class=""><strong>Stage Workflow</strong>: feature → design → implementation → testing → review</li>
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<li class=""><strong>Discussion Summaries</strong>: Auto-generated from structured discussion files</li>
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<li class=""><strong>Secret Scanning</strong>: Pre-commit validation for sensitive data</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies" translate="no"></a></h2>
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<p>CascadingDev is the top-level orchestration layer that depends on:</p>
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<ul>
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<li class=""><strong>CmdForge</strong>: Tool execution engine</li>
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<li class=""><strong>Orchestrated Discussions</strong>: Discussion file format and parsing</li>
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<li class=""><strong>Artifact Editor</strong>: Diagram generation</li>
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<li class=""><strong>Ramble</strong>: Feature request GUI</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="quick-start">Quick Start<a href="#quick-start" class="hash-link" aria-label="Direct link to Quick Start" title="Direct link to Quick Start" translate="no"></a></h2>
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<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Install</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cd ~/PycharmProjects/CascadingDev</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">pip install -e .</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Initialize in a repo</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cd /path/to/your/repo</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cascading init</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># This creates:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># - .ai-rules.yml (config)</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># - .git/hooks/pre-commit (hook)</span><br></span></code></pre></div></div></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--next" href="/rob/CascadingDev/architecture"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">CascadingDev Architecture</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="#project-links" class="table-of-contents__link toc-highlight">Project Links</a></li><li><a href="#core-concept" class="table-of-contents__link toc-highlight">Core Concept</a></li><li><a href="#components" class="table-of-contents__link toc-highlight">Components</a></li><li><a href="#ai-agent-team" class="table-of-contents__link toc-highlight">AI Agent Team</a></li><li><a href="#key-features" class="table-of-contents__link toc-highlight">Key Features</a></li><li><a href="#dependencies" class="table-of-contents__link toc-highlight">Dependencies</a></li><li><a href="#quick-start" class="table-of-contents__link toc-highlight">Quick Start</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/CascadingDev/">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/CascadingDev" 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">CascadingDev Documentation</div></div></div></footer></div>
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