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<title>Building Blog Summary Generation Feature - Page 1</title> |
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</head> |
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<body> |
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<div class="header"> |
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<h1>Building Blog Summary Generation Feature</h1> |
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<p class="subtitle"> |
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Phase: Product strategy: audience, use cases, and success metrics · |
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Page 1 of 9 |
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</p> |
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</div> |
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<div class="keyboard-shortcuts"> |
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<strong>⌨️ Keyboard Shortcuts:</strong> |
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<span style="margin-left: 1rem;"> |
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<kbd>F</kbd> Focus Mode |
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<span style="margin: 0 0.5rem;">•</span> |
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<kbd>E</kbd> Expand All |
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<span style="margin: 0 0.5rem;">•</span> |
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<kbd>C</kbd> Collapse All |
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</span> |
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</div> |
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<button class="focus-toggle" onclick="toggleFocusMode()"> |
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<span id="focus-toggle-text">Focus Mode: OFF</span> |
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</button> |
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<div id="messages-container"> |
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<div class="message key yellow" id="msg-0"> |
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<div class="annotation yellow"> |
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🟡 |
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Clarifying usefulness, motivations, and adoption goals |
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</div> |
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<div class="message-header"> |
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<span class="message-role">file-history-snapshot</span> |
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</div> |
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<div class="message-content"> |
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</div> |
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</div> |
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<div class="message key yellow" id="msg-1"> |
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<div class="annotation yellow"> |
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🟡 |
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Shifting focus to internal teams as audience |
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</div> |
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<div class="message-header"> |
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<span class="message-role">user</span> |
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<span class="message-timestamp">Dec 31 at 3:02 AM</span> |
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</div> |
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<div class="message-content"> |
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<p>what's still pending to do here. do you ahve plans on how to improve this significantly. what would make it useful. why would people want to use it. how do you think they'd use it. what are their motivations. are we meeting them. are we helping them look good? </p> |
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</div> |
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</div> |
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<div class="message key yellow" id="msg-2"> |
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<div class="annotation yellow"> |
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🟡 |
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Clarifying deployment/publishing workflow and agent |
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</div> |
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<div class="message-header"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">Dec 31 at 3:02 AM</span> |
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</div> |
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<div class="message-content"> |
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</div> |
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</div> |
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<div class="message key yellow" id="msg-3"> |
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<div class="annotation yellow"> |
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🟡 |
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Asking about API errors and help |
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</div> |
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<div class="message-header"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">Dec 31 at 3:02 AM</span> |
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</div> |
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<div class="message-content"> |
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<p>I'll explore the current state of the codebase to understand what's built vs. what's pending, then we can discuss the strategic product questions.</p> |
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</div> |
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</div> |
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<div class="message key yellow" id="msg-4"> |
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<div class="annotation yellow"> |
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🟡 |
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Directive on tool choice; offers cognitive support |
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</div> |
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<div class="message-header"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">Dec 31 at 3:02 AM</span> |
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</div> |
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<div class="message-content"> |
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</div> |
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</div> |
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<div class="message key yellow" id="msg-5"> |
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<div class="annotation yellow"> |
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🟡 |
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Requests the published link for deployment |
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</div> |
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<div class="message-header"> |
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<span class="message-role">user</span> |
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<span class="message-timestamp">Dec 31 at 3:04 AM</span> |
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</div> |
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<div class="message-content"> |
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</div> |
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</div> |
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<div class="message key yellow" id="msg-6"> |
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<div class="annotation yellow"> |
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🟡 |
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Suggests trees/diagrams; notes 404 link issue. |
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</div> |
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<div class="message-header"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">Dec 31 at 3:04 AM</span> |
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</div> |
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<div class="message-content"> |
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</div> |
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</div> |
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|
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<div class="message key yellow" id="msg-7"> |
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<div class="annotation yellow"> |
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🟡 |
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Requests human vs agent interaction guidance |
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</div> |
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<div class="message-header"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">Dec 31 at 3:05 AM</span> |
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</div> |
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<div class="message-content"> |
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<p>Now let me think through your strategic questions. This is going to be a real talk about product value, not just feature lists.</p> |
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<h2>What's Pending (Technical)</h2> |
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<p><strong>Incomplete</strong>: The blog post generation pipeline described in CLAUDE.md</p> |
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<ul> |
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<li>14 AI prompts are written but not integrated</li> |
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<li>No code to assemble actual blog posts from analysis</li> |
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<li>The meta-analysis → template selection → narrative generation workflow doesn't exist</li> |
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</ul> |
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<p><strong>What actually works</strong>: Session annotation + HTML viewer system</p> |
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<ul> |
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<li>Analyzes sessions, adds color-coded annotations</li> |
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<li>Generates shareable HTML viewer</li> |
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<li>Uploads to GitHub Gist</li> |
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</ul> |
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<p><strong>The gap</strong>: Tool evolved from "auto-generate blog posts" → "analyze and annotate sessions"</p> |
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<hr> |
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<h2>The Hard Questions (Product)</h2> |
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<h3><strong>Why would people want to use this?</strong></h3> |
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<p>I think there are two potential audiences with <strong>very different motivations</strong>:</p> |
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<h4><strong>Audience 1: Content Creators</strong> (Original vision)</h4> |
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<ul> |
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<li><strong>Who</strong>: Developer advocates, technical writers, engineers building audience</li> |
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<li><strong>Motivation</strong>: Turn Claude Code sessions into compelling blog content</li> |
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<li><strong>Want to look good by</strong>: Publishing polished narratives that showcase expertise, problem-solving, interesting work</li> |
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<li><strong>Pain point</strong>: Raw transcripts are too long/messy to share; manually writing posts takes hours</li> |
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</ul> |
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<h4><strong>Audience 2: Teams/Learners</strong> (What current tool serves)</h4> |
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<ul> |
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<li><strong>Who</strong>: Engineers documenting their work, teams sharing internal knowledge</li> |
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<li><strong>Motivation</strong>: Understand what happened in a session, remember key decisions</li> |
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<li><strong>Want to look good by</strong>: Having clear documentation, showing thoroughness</li> |
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<li><strong>Pain point</strong>: Can't remember details from long sessions; hard to find key moments</li> |
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</ul> |
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<h3><strong>Are we meeting their motivations?</strong></h3> |
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<p><strong>For Content Creators (Audience 1)</strong>: ❌ <strong>Not really</strong></p> |
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<ul> |
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<li>Current tool helps <em>understand</em> sessions but doesn't create <em>publishable content</em></li> |
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<li>They still need to manually write the blog post using annotations as reference</li> |
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<li><strong>Missing</strong>: The narrative transformation - turning transcript → compelling story</li> |
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</ul> |
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<p><strong>For Teams/Learners (Audience 2)</strong>: ✅ <strong>Partially</strong></p> |
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<ul> |
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<li>HTML viewer with annotations is useful for review/documentation</li> |
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<li>Color-coding helps find key moments</li> |
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<li><strong>But</strong>: Sharing via Gist is weird; most teams use Notion/Confluence/Google Docs</li> |
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</ul> |
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<h3><strong>Are we helping them look good?</strong></h3> |
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<p><strong>Current state</strong>: Not really</p> |
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<ul> |
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<li>Annotations are helpful for <em>you</em> to understand, but raw transcripts (even annotated) don't make great artifacts to <em>share</em></li> |
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<li>To look good externally, you need polished narrative content</li> |
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<li>To look good internally, you need clean documentation integrated with team tools</li> |
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</ul> |
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<hr> |
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<h2>The Core Tension</h2> |
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<p>The project has <strong>two possible identities</strong>:</p> |
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<h3><strong>Path A: Auto Blog Generator</strong> (Original vision)</h3> |
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<p><strong>Promise</strong>: "Give me your Claude Code session, get a publishable blog post"</p> |
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<p><strong>Pros</strong>:</p> |
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<ul> |
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<li>Huge time savings for content creators</li> |
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<li>Clear value prop: 3-hour manual task → 30 seconds</li> |
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<li>Helps people look good by creating polished content</li> |
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</ul> |
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<p><strong>Cons</strong>:</p> |
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<ul> |
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<li><strong>Really hard to get narrative quality right</strong> - AI-generated blogs often feel generic</li> |
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<li>Risk of creating "AI slop" that doesn't actually make people look good</li> |
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<li>Requires perfect template selection + excellent storytelling prompts</li> |
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<li>High bar: Output needs to be <strong>90% done</strong> to be useful, otherwise people still rewrite everything</li> |
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</ul> |
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<h3><strong>Path B: Session Understanding Tool</strong> (Current implementation)</h3> |
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<p><strong>Promise</strong>: "Understand your Claude Code sessions deeply with AI-powered annotations"</p> |
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<p><strong>Pros</strong>:</p> |
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<ul> |
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<li>Lower bar: Doesn't need perfect output, just useful insights</li> |
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<li>Actually works today (validated, tested)</li> |
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<li>Helps with use cases: debugging retrospectives, learning documentation, decision records</li> |
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</ul> |
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<p><strong>Cons</strong>:</p> |
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<ul> |
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<li>Less clear value prop: "And then what do I do with the annotations?"</li> |
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<li>Doesn't directly help people "look good" - still requires manual work</li> |
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<li>Market might be smaller (teams vs. public content creators)</li> |
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</ul> |
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<hr> |
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<h2>What Would Make This Useful (My Take)</h2> |
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<p>I think the <strong>hybrid approach</strong> has the most potential:</p> |
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<h3><strong>"Assisted Blog Writing" - Path C</strong></h3> |
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<p><strong>Core idea</strong>: Don't try to auto-generate final blog posts (too hard), but make writing them 10x easier</p> |
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<p><strong>How it works</strong>:</p> |
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<ol> |
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<li><strong>Analyze session</strong> (already works) - phase detection, key moments, decisions</li> |
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<li><strong>Generate scaffold</strong> - rough outline + key quotes + code snippets organized by narrative flow</li> |
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<li><strong>Human polishes</strong> - edit, add personality, refine narrative</li> |
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<li><strong>Output</strong>: Publishable blog post in 30 min instead of 3 hours</li> |
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</ol> |
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<p><strong>Why this could work</strong>:</p> |
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<ul> |
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<li>Solves the "blank page problem" - gives you structure + material</li> |
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<li>Human still controls narrative quality (avoids AI slop)</li> |
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<li>Leverages what AI is good at (analysis, extraction) and humans are good at (storytelling, personality)</li> |
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<li>Lower bar than full auto-generation, higher value than just annotations</li> |
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</ul> |
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<p><strong>What's missing</strong>:</p> |
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<ul> |
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<li>Code to generate scaffolds from different templates</li> |
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<li>Integration: analysis → scaffold → editable draft workflow</li> |
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<li>Export format (Markdown with placeholders? Interactive editor?)</li> |
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</ul> |
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<hr> |
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<h2>How People Would Actually Use It (Path C)</h2> |
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<p><strong>Scenario</strong>: Developer just built something cool with Claude Code, wants to blog about it</p> |
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<ol> |
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<li><p><strong>Run tool</strong>: <code>ccblog analyze session-id --template=mitchell</code></p> |
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</li> |
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<li><p><strong>Get scaffold</strong> (Markdown file):</p> |
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<pre><code class="language-markdown"># [TITLE IDEAS: "Building X with Claude Code", "How I solved Y", "Z pattern in practice"] |
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## The Problem |
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[AI detected: You started trying to implement user auth. Key quote: "I need to add login..."] |
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[EDIT THIS: Why did you need this? What was the context?] |
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## First Attempts |
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[AI detected: Phase 1 (messages 5-23) - trying JWT approach, hit CORS issues] |
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[CODE SNIPPET: src/auth.ts:45-67] |
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[EDIT THIS: What were you thinking? Why did this fail?] |
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## The Breakthrough |
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[AI detected: Message 45 - Claude suggested session-based auth instead] |
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[KEY DECISION: Switched from JWT to sessions because...] |
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[EDIT THIS: Why did this work? What did you learn?] |
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## What I Learned |
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[FILL IN: Your reflections] |
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</code></pre> |
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</li> |
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<li><p><strong>Human edits</strong>: Fills in personality, adds context, refines story</p> |
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</li> |
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<li><p><strong>Publish</strong>: 80% of mechanical work done, content is polished and authentic</p> |
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</li> |
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</ol> |
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<p><strong>Result</strong>: Person looks good (quality content), saved time, avoided AI slop</p> |
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<hr> |
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<h2>My Recommendation</h2> |
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<p><strong>If you want this to be useful to a real audience:</strong></p> |
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<ol> |
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<li><strong>Pick Path C (Assisted Blog Writing)</strong> - Don't try to fully automate, assist the human</li> |
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<li><strong>Focus on Content Creators</strong> (Audience 1) - they have the clearest pain point and most willingness to use tools</li> |
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<li><strong>Nail one template first</strong> - Mitchell style (problem → journey → lessons) is most forgiving for AI scaffolding</li> |
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<li><strong>Make output easily editable</strong> - Markdown with clear [EDIT THIS] placeholders</li> |
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<li><strong>Test with real users</strong> - Find 3-5 people who blog about technical work, have them try it</li> |
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</ol> |
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<p><strong>What to build</strong> (in priority order):</p> |
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<ol> |
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<li>✅ Session analysis (already done)</li> |
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<li><strong>Scaffold generator</strong> - Turn analysis into editable outline with quotes/code/placeholders</li> |
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<li><strong>Template system</strong> - One great template > six mediocre ones</li> |
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<li><strong>Export/edit workflow</strong> - Easy way to get scaffold → edit → publish</li> |
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<li><em>Later</em>: More templates, PII redaction, direct CMS integrations</li> |
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</ol> |
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<p><strong>What makes it useful</strong>:</p> |
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<ul> |
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<li><strong>Saves 2+ hours</strong> of manual transcript review + outlining</li> |
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<li><strong>Helps people look good</strong> by giving them structure while they control narrative</li> |
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<li><strong>Clear workflow</strong>: One command → editable draft → publish</li> |
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<li><strong>Avoids AI slop</strong> because human has final say</li> |
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</ul> |
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<hr> |
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<h2>Questions for You</h2> |
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<p>Before I make a plan, I need to know:</p> |
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<ol> |
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<li><strong>Who do you see using this?</strong> Content creators publishing blogs, or teams doing internal docs?</li> |
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<li><strong>What does success look like?</strong> Auto-generated posts you can publish as-is? Or assisted writing that cuts time 50-80%?</li> |
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<li><strong>Do you blog about your Claude Code sessions?</strong> If so, what's your current process and pain points?</li> |
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<li><strong>Why did the tool evolve</strong> from blog generation → annotations? Did you find the narrative generation too hard?</li> |
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</ol> |
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<p>These answers will shape whether we complete the original vision, double down on current approach, or pivot to something hybrid.</p> |
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🟡 |
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Affirms moving forward with visualization plan |
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<span class="message-role">user</span> |
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<span class="message-timestamp">· Dec 31 at 3:10 AM</span> |
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<p>i want to focus on audience to - teams/internal. success looks like: 1. generating a summary blogpost. and being able to switch views ot see a beautiful HTML representation of the chat session with annotations, etc. the annotations are used in the summarization with parts picked up and embedded. the tool evolved becaude people want to get a feel foer the prompts nd process</p> |
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<details class="message non-key" id="msg-10"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:10 AM</span> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:10 AM</span> |
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<div class="message-content"> |
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<p>Perfect! This is way clearer. You want:</p> |
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<p><strong>Audience</strong>: Teams/internal knowledge sharing |
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<strong>Goal</strong>: Show "here's what I built with Claude and how I did it" |
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<strong>Value</strong>: Help people understand prompts and process (not just results)</p> |
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<p><strong>Success = Two views</strong>:</p> |
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<ol> |
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<li><strong>Summary blog post</strong> - Quick overview with key moments embedded</li> |
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<li><strong>Annotated HTML viewer</strong> - Deep dive into full session (already built!)</li> |
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</ol> |
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<p>Let me explore what the current annotation system captures and how we can use it to generate summaries.</p> |
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</details> |
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<details class="message non-key" id="msg-12"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:10 AM</span> |
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<span class="message-role">user</span> |
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<span class="message-timestamp">· Dec 31 at 3:11 AM</span> |
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</summary> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:11 AM</span> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:11 AM</span> |
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<div class="message-content"> |
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<p>Perfect! Now I understand the vision. You want to help teams share "here's what I built with Claude and how" with two views:</p> |
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<ol> |
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<li><strong>Summary blog post</strong> (quick overview) ← <strong>Missing, need to build</strong></li> |
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<li><strong>Annotated HTML viewer</strong> (deep dive) ← <strong>Already works!</strong></li> |
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</ol> |
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<p>Before I design the solution, I need to clarify what should go in the summary:</p> |
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</details> |
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<details class="message non-key" id="msg-16"> |
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<summary> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:11 AM</span> |
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<details class="message non-key" id="msg-17"> |
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<span class="message-role">user</span> |
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<span class="message-timestamp">· Dec 31 at 3:13 AM</span> |
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<details class="message non-key" id="msg-18"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:13 AM</span> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:13 AM</span> |
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<div class="message-content"> |
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<p>Excellent! You want:</p> |
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<ul> |
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<li><strong>Both formats</strong> (Markdown + HTML)</li> |
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<li><strong>Content</strong>: Goal/outcome, key prompts, phases/decisions, code snippets</li> |
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<li><strong>Deep links</strong> to key moments in the viewer</li> |
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</ul> |
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<p>Now let me design the implementation approach:</p> |
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</details> |
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<details class="message non-key" id="msg-20"> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:13 AM</span> |
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<span class="message-role">queue-operation</span> |
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<span class="message-timestamp">· Dec 31 at 3:14 AM</span> |
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<span class="message-role">queue-operation</span> |
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<span class="message-timestamp">· Dec 31 at 3:15 AM</span> |
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<span class="message-role">user</span> |
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<span class="message-timestamp">· Dec 31 at 3:15 AM</span> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:15 AM</span> |
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<span class="message-timestamp">· Dec 31 at 3:15 AM</span> |
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<p>Got it! I'll make good decisions and execute without needing your input. Let me write the final plan and then implement it.</p> |
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<details class="message non-key" id="msg-26"> |
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<span class="message-timestamp">· Dec 31 at 3:16 AM</span> |
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<span class="message-role">user</span> |
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<span class="message-timestamp">· Dec 31 at 3:16 AM</span> |
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<span class="message-role">assistant</span> |
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<span class="message-timestamp">· Dec 31 at 3:16 AM</span> |
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<span class="message-timestamp">· Dec 31 at 3:16 AM</span> |
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<p>Perfect! Plan is written. Now exiting plan mode to begin implementation.</p> |
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<details class="message non-key" id="msg-31"> |
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<span class="message-timestamp">· Dec 31 at 3:16 AM</span> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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<p>Excellent! Plan approved. Let me implement the summary blog post generation system. I'll track progress as I go.</p> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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<span class="message-timestamp">· Dec 31 at 3:32 PM</span> |
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