Introducing dependency-aware task sequencing — the feature that stops you from promoting a podcast episode you haven't recorded yet.
The dump that started it all
Here's what a real brain dump looks like when you're trying to launch your podcast:
Okay I FINALLY want to launch my podcast this week. I need to record the first episode, but I also need to write the script first, right? And I need to figure out the mic setup. Then edit the audio. Oh and I need cover art for Spotify — should probably do that at some point. Upload to Apple Podcasts and Spotify once it's done. And promote it on Instagram when it goes live. Ahhh so much.
To most task managers, this is just a list of 7 things. They'd sort by due date, or alphabetically, or dump them all in a pile. Taskog AI sees something different.
What Taskog AI actually sees
When you paste that dump, the AI doesn't just extract tasks. It maps the *physics* of your project — the hidden chain of cause and effect inside your words.
Here's what it understood from those 80 words:
Write episode script and Set up and test the mic are both required before you can record. So they go first, regardless of energy level — they're blocking everything downstream.
Record the episode can only start once both are done. Edit audio needs the recording. Upload to Spotify needs both the edited audio and the cover art.
Here's the part that changes your day: Design episode cover art has no prerequisites. It can happen in parallel while you're scripting or setting up the mic. Most people wouldn't realize this. They'd save it for 'after recording' — and lose two hours.
High energy day? Here's your order.
You wake up on a Saturday with full energy. You select High Energy in Taskog.
Most tools would show you the 'hardest' task first: Upload to Spotify (feels important, high pressure, lots of steps). But you can't do it. The recording isn't done. The cover art isn't done.
Taskog shows you the tasks you're actually able to do right now — in the right sequence — with blocked tasks displayed below, each with a subtle lock badge explaining they need a prerequisite first.
The 🔒 badge isn't a warning. It's a promise — this task will unlock the moment its prerequisite is marked done.
Low energy day? Same dependency chain. Different entry point.
You're exhausted after work. You select Low Energy.
Taskog still respects the physics. It can't let you record before you write the script. But it surfaces the lightest available task first — 'Set up and test the mic' — a gentle, hands-on task that requires almost no cognitive load.
You make progress. You don't break the chain. You don't burn yourself out on something you couldn't finish anyway.
The insight no previous task manager has had
Task managers have always asked: What's the most important thing to do?
Taskog asks: What's the most important thing you're actually able to do right now?
These sound similar. They are not. One leads you to stare at a task you can't start. The other gives you momentum — and momentum is the entire game for ADHD brains.
Under the hood
Taskog AI uses a topological sort — the same algorithm used in software build systems and package managers — applied to human language for the first time in a consumer productivity tool.
When Claude reads your dump, it identifies hard logical prerequisites between tasks. Each task gets a 'dependsOn' relationship. An algorithm then builds ordered layers: tasks in Layer 0 have no blockers, Layer 1 unlocks once Layer 0 is done, and so on. Energy preference is applied within each layer — so the hardest (or easiest) available task rises to the top, never a blocked one.
No other consumer productivity tool does this. Linear, Notion, Todoist, Things — none of them understand that your task sequence has physics.
Try it
Next time your brain is a swirl of 'I need to do X but first I need Y and also Z' — just dump it all into Taskog. Watch the AI untangle the thread.