Show HN: A skill file that turns your saved-articles pile into go/skip verdicts

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My bookmarks folder is where good ideas go to die · Atomic24<br>HomeSolutionsAboutBlogContact

← Back to blogBuild logs<br>My bookmarks folder is where good ideas go to die<br>Jul 03, 2026·Hugh Fletcher·6 min read

A while back I sat down to clean out my Pocket queue. Three hundred and something saved things, most of which I had no memory of saving. Buried in there was a Reddit thread I&rsquo;d bookmarked maybe eight months earlier: a group of people in a niche trade forum, complaining in real detail that no software did the one thing they all needed. I remember the exact thought I had at the time. There&rsquo;s a business in that. Then I saved it, closed the tab, and never opened it again.<br>By the time I found it, someone else had built the thing. Good for them. Losing it wasn&rsquo;t an idea problem. I&rsquo;d had the idea, and it was a good one. The problem was that I had nowhere to put it except a pile, and a pile never hands anything back.<br>If you save things because &ldquo;there might be something here,&rdquo; you already know the pile I&rsquo;m talking about. The teardown of some small SaaS that&rsquo;s quietly doing fine. The essay about a workflow you could probably automate in an afternoon. You read it, you nodded, you filed it away. On Tuesday it felt sharp. By Thursday it was gone.<br>I got sick of that, so over a couple of weekends I built something to fix it for myself. It worked well enough that I cleaned it up and put it online for twelve dollars.<br>It&rsquo;s a decision problem, not an idea problem<br>The mistake I kept making was thinking I needed more inputs. I didn&rsquo;t. I had hundreds. What I was missing was a fast, honest way to look at any single one of them and answer the only question that actually matters: is there a business in here, or am I about to spend a weekend finding out there isn&rsquo;t?<br>The usual move is to paste the article into ChatGPT and ask for a summary. I did plenty of that. The trouble is a summary is just the thing you already read, made shorter. It gives you more words back when what you wanted was a verdict. And that little gap, the one between &ldquo;huh, interesting&rdquo; and &ldquo;okay, actually do this,&rdquo; is exactly where my good ideas kept dying.<br>What it actually is<br>Idea Harvester isn&rsquo;t an app, and there&rsquo;s nothing to install. It&rsquo;s a skill file. You paste it once into whatever AI assistant you already use, Claude or ChatGPT or Gemini, it doesn&rsquo;t matter which. From then on you hand it a link, a PDF, or some pasted text, and instead of politely describing the thing back to you, it runs it through an actual assessment.<br>It reads what you&rsquo;re asking for and answers in kind. Say &ldquo;review this&rdquo; with a link and you get a 30-second worth-it-or-skip call, nothing heavier. Say &ldquo;harvest this&rdquo; over a full article and you get the breakdown: the core thesis, who would genuinely pay for it, whether one person could build it, roughly how long to a first dollar, and who&rsquo;s already competing. Ask &ldquo;what can I sell here&rdquo; over a report and it comes back with specific revenue paths, ranked by how fast each one would get you to cash.<br>Underneath all three modes, it puts every input through the same five questions before anything reaches you:<br>Who specifically needs this? A person, not &ldquo;small businesses.&rdquo;<br>Could one person realistically build it?<br>How long until the first dollar?<br>What already competes, and where are the gaps?<br>Is there an angle nobody&rsquo;s working yet?<br>Then one last gate runs at the end: is this real, is it tested, would you actually put your name on it? If the answer is no, it doesn&rsquo;t dress the idea up and hand it over anyway. That gate is the part I care about most. It&rsquo;s the difference between a tool that tells you every idea is brilliant and one that will occasionally look at your pitch and suggest you go do literally anything else.<br>What comes back<br>Not a wall of text. A position. In practice it reads something like:<br>&ldquo;Build the niche calculator. Single page, live in about a week, and here&rsquo;s the angle the current players keep missing.&rdquo;<br>Or the other way: &ldquo;Skip the directory idea. Too much ongoing curation for too little early money. But that automation workflow sitting underneath it, the boring thing you already do by hand every week? That&rsquo;s the actual product.&rdquo;<br>Every answer lands on one of three words. Do this, look into, or skip. No &ldquo;it depends.&rdquo; You can act on it or you can argue with it, and honestly both of those beat the pile.<br>I&rsquo;ll be straight about the limits. It gives you structured judgment and estimates, not guarantees. It won&rsquo;t promise you a revenue number. What it will do is tell you where the opportunity probably sits, how hard it looks from where you&rsquo;re standing, and whether it&rsquo;s worth your next free Saturday. That&rsquo;s the whole job.<br>Who it&rsquo;s for<br>If you&rsquo;ve got a saving habit and no...

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