What's Next

Know what to build next

What's Next ranks your open work and gives the reason on every row. Project Health tells you if the release is on track, and your agent sees the same list.

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Dashboard

Frostbyte

Live

Product planning for founders and teams building with AI.

Project Health

At risk

User Signals 3

View all

  • Captured 1h ago. It isn't linked to any task yet, so review it and decide whether it needs one.

    Review signal

  • Captured 5h ago. 5 people have voted for it. It isn't linked to any task yet, so review it and decide whether it needs one.

    Review signal

  • Captured 2d ago. It isn't linked to any task yet, so review it and decide whether it needs one.

    Review signal
Current Focus Fix portal voting and finish agent summaries before v1.17 ships.

What's Next

  • BugFeedback Portalv1.17

    You have 5 tasks in progress. Start this one next because it's a high-priority bug and 4 customers asked for this.

    Open task
  • ImprovementAgentsv1.17

    You have 5 tasks in progress. Finish this one first because it hasn't moved in 15 days and it's assigned to you. If it's stuck, add a blocker or move it back to to-do.

    Open task
  • FeatureDashboardv1.17

    You have 5 tasks in progress. Finish this one first because it's assigned to you and it's part of v1.17.

    Open task
  • FeatureAgentsv1.17

    You have 5 tasks in progress. Finish this one first because it's assigned to you and it's part of v1.17.

    Open task
  • FeatureAgents

    You have 5 tasks in progress. Start this one next because it's due in 2 days and it's assigned to you.

    Open task

v1.17

Active
Target: November 20, 2026 16 days left
6/13

Vote counts that match, followable requests and agent summaries on every task.

13 Total Tasks
4 Open
3 In Progress
6 Done

Recent Activity

Done
3
Created
2
Updated
7
  • Claude Code Decision: keep the Activity page's filters in the URL so a filtered view can be shared.
    just now
  • Thomas Hamilton-Smith linked to task "Fix vote counts on the portal" from signal "Vote count doesn't change after I vote"
    5h ago
  • Claude Code changed status on task "Let voters follow a request" from "In Progress" to "Done"
    20h ago
What's Next

See why every task is next

Every row gives its reason, like a due date or the 4 people who asked for it. Start any of them in one click.

  • Your work first. Tasks assigned to you and tasks you've started rank higher.
  • Quiet work comes back up. A started task nobody has touched rises again.
  • Dismiss what doesn't fit. It's hidden for you only, until you restore it.

What's Next

  • BugFeedback Portalv1.17

    You have 5 tasks in progress. Start this one next because it's a high-priority bug and 4 customers asked for this.

    Open task
  • ImprovementAgentsv1.17

    You have 5 tasks in progress. Finish this one first because it hasn't moved in 15 days and it's assigned to you. If it's stuck, add a blocker or move it back to to-do.

    Open task
  • FeatureDashboardv1.17

    You have 5 tasks in progress. Finish this one first because it's assigned to you and it's part of v1.17.

    Open task
  • FeatureAgentsv1.17

    You have 5 tasks in progress. Finish this one first because it's assigned to you and it's part of v1.17.

    Open task
  • FeatureAgents

    You have 5 tasks in progress. Start this one next because it's due in 2 days and it's assigned to you.

    Open task
User Signals

New requests rank beside your work

Fresh requests and bug reports land just below urgent work, then settle as they wait.

  • Review from the dashboard. Open a signal to accept or decline it.
  • Dismiss for later. It leaves your dashboard and waits on the Signals page.
Signals

User Signals 3

View all

  • Captured 1h ago. It isn't linked to any task yet, so review it and decide whether it needs one.

    Review signal

  • Captured 5h ago. 5 people have voted for it. It isn't linked to any task yet, so review it and decide whether it needs one.

    Review signal

  • Captured 2d ago. It isn't linked to any task yet, so review it and decide whether it needs one.

    Review signal
Project Health

Catch a slipping release early

Four checks run on your open work, and a failing one names the task behind it.

  • Blocked and stalled work. Blocked tasks, and work nobody has updated lately.
  • Urgent bugs. Critical and high bugs still open.
  • Release pace. Whether you're closing tasks fast enough for the target date.
See how releases work

Project Health

At risk

v1.17

Active
Target: November 20, 2026 16 days left
6/13

Vote counts that match, followable requests and agent summaries on every task.

13 Total Tasks
4 Open
3 In Progress
6 Done
Stage and focus

Set where your product is headed

Pick a stage and write one Current Focus. Your team sees it above What's Next, and your agent reads it before every session.

Frostbyte

Live

Product planning for founders and teams building with AI.

Current Focus Fix portal voting and finish agent summaries before v1.17 ships.

Follow the work as it moves

  • v1.17

    Active
    Target: November 20, 2026 16 days left
    6/13

    Vote counts that match, followable requests and agent summaries on every task.

    13 Total Tasks
    4 Open
    3 In Progress
    6 Done

    The active release

    What you're shipping next, its progress and the days to its target date.

  • Recent Activity

    Done
    3
    Created
    2
    Updated
    7
    • Claude Code Decision: keep the Activity page's filters in the URL so a filtered view can be shared.
      just now
    • Thomas Hamilton-Smith linked to task "Fix vote counts on the portal" from signal "Vote count doesn't change after I vote"
      5h ago
    • Claude Code changed status on task "Let voters follow a request" from "In Progress" to "Done"
      20h ago

    What just changed

    Last week's changes, one line per person or agent.

  • claude — ~/frostbyte Example session

    Claude CodeOpus 5.5~/frostbyte

    what's next?

    frostbyte - whats_next (MCP)

    1. FB-341 Fix vote counts on the portal · high-priority bug, 4 customers asked

    Next up is FB-341. It's a high-priority bug in v1.17 and 4 customers asked for it. Starting it.

    frostbyte - task_start (MCP)

    FB-341 is In Progress

    Your agent asks too

    A connected agent gets the same ranked list, so "what's next?" has one answer.

Common questions

Anything else? Get in touch or read the docs.

Is it AI?
No. What's Next and Project Health follow fixed rules, so the same project always gives the same answer, and neither uses AI credits.
How does What's Next decide the order?
From what you've already told Frostbyte: priority, the active release, due dates, what's in progress, who it's assigned to and how many users asked. Your product's stage adds a small lift. Every row says why it's there.
How much do I have to set up?
Nothing beyond your tasks. Priorities, due dates and a release sharpen the order, and every row says why it's there.
Does it change anything on its own?
No. It recommends and you decide. Start moves a to-do task to In Progress when you click it, and nothing is assigned or shipped for you.
Which plans include What's Next and Project Health?
Every plan, including Free. Free covers 1 project and 100 open tasks. Paid plans lift the limits.
How does Project Health decide the status?
It checks blocked tasks, work nobody has updated in 14 days, urgent bugs and whether you're closing tasks fast enough for the target date. The worst check sets the status: Healthy, At risk, Unhealthy or Stagnant.

See what's next for your product

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