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Vinkius

Season Length Optimizer Connector for AI agents.

3 live capabilities

Balance Battle Pass progression and player retention with accurate XP math.

Live agent request Season Length Optimizer / Connector

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AI Agent

Why people use Season Length Optimizer

Season Length Optimizer for Game Economy Balance

With this Connector, you just feed your requirements to your agent. It does the math for you and gives you a clear picture of the completion timeline. You get a data-backed roadmap for your Battle Pass progression instead of a best guess.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get a data-backed roadmap for your seasonal progression.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    Verifying a 60-day season goal

    A designer wants to know if a 60-day season is too long for a 50,000 total XP goal.

  2. Real-world use case 02

    Setting daily goals for a 100-tier pass

    A live ops lead needs to know how much XP a player needs to earn daily to finish a 100-tier pass in one month.

  3. Real-world use case 03

    Adding a safety buffer for whales

    A studio lead wants to add a 20% safety buffer to a 30-day event to account for high-intensity players.

Complete set · 3capabilities

The complete Season Length Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Season Length Optimizer.

Capability set01 / 01

01—03

3 capabilities in this set.

Part of 3 available through Season Length Optimizer.

  1. 01 Capability

    Get buffer duration

    Add a safety margin to your season length. This prevents players from finishing content too quickly if they play more than expected.

  2. 02 Capability

    Calculate daily xp requirement

    Set a specific daily XP target to hit your seasonal deadline. This ensures players stay on track for the final rewards.

  3. 03 Capability

    Estimate completion days

    Predict the number of days it takes for players to finish the season. This helps you spot if a season is too short or too long.

Set up in minutes

One URL. Then ask Season Length Optimizer to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Season Length Optimizer from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_WAucXNppqTCIwhvXMEiR4RMkI2xClW8tUbPFgW3K/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it Season Length Optimizer, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable Season Length Optimizer for the conversation.

Where the request belongs

Work Season Length Optimizer can move forward.

Built around the request

This is for game economy designers and live ops leads who are tired of manually balancing spreadsheets and want to ensure their seasonal content stays engaging for every type of player.

01

Game Economy Designer

You use this on Tuesday afternoons to balance the XP curves of a new Battle Pass, ensuring the math feels fair for both casual and hardcore players.

02

Live Ops Manager

You use this to plan out a three-month seasonal rollout, checking that the content duration matches the intended player engagement window.

03

Product Manager (Gaming)

You use this to verify that new progression requirements won't lead to player burnout or premature content completion.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
XP Curve Generator logo
01 Managed Connector

XP Curve Generator

Simulate and analyze game progression curves, XP requirements, and player time investment.

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Level Time Estimator logo
02 3 capabilities

Level Time Estimator

Estimate RPG progression time and identify gameplay efficiency bottlenecks.

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Battle Pass Value Calculator logo
03 4 capabilities

Battle Pass Value Calculator

Analyze the economic efficiency of gaming Battle Passes by calculating ROI and break-even points.

View Connector
Mastery Progression Calculator logo
04 4 capabilities

Mastery Progression Calculator

Simulate skill progression through mastery tiers based on gameplay frequency and streak bonuses.

View Connector
HowLongToBeat logo
05 1 capability

HowLongToBeat

Universal game completion data. get gameplay hours for any video game via AI.

View Connector
Stat Scaling Calculator logo
06 3 capabilities

Stat Scaling Calculator

Compute and compare attribute progression curves for game design.

View Connector

Bring your own AI

Change the model, client or framework. Keep Season Length Optimizer connected.

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Before you connect

Questions about Season Length Optimizer.

The practical details behind the request, access and result.

How does the Season Length Optimizer help with Battle Passes?

It helps you balance the time it takes to finish a Battle Pass against the effort required. You can calculate daily goals and see how long a season will last for different types of players.

Can I use this to see if my season is too short?

Yes. You can input your total XP requirements and player play-time to see the estimated completion days. This helps you spot if your content will be finished too quickly.

How do I calculate daily XP goals for different player types?

You can use the capability to see how different play styles, like casual vs. hardcore, affect the timeline. It then gives you the specific daily XP targets needed to hit your deadline.

What is a safety buffer in game design?

A safety buffer is extra time added to a season to ensure that high-intensity players don't finish all the content too early, which can hurt engagement and retention.

Can I use this for any type of seasonal content?

It is primarily designed for progression-based content like Battle Passes or seasonal tracks where you need to balance XP, duration, and player behavior.

How does this help with player retention?

By ensuring the progression curve feels fair and achievable. If a season is too long, players get bored; if it is too short, they feel cheated. This capability finds the sweet spot.

How does the capability calculate completion days?

It uses estimate_completion_days to divide total required XP by the product of XP per hour and median daily hours, providing both steady and accelerated (rush) estimates.

What is the purpose of the comfort buffer?

The get_buffer_duration capability adds a hardcoded 20% margin to your base days to account for player fatigue or unexpected content droughts.

Can I plan specific seasonal deadlines?

Yes, use calculate_daily_xp_requirement to determine exactly how much XP players must earn daily to reach the final tier by your target date.

One connection away

Give your agent a direct line to Season Length Optimizer.

Connect Season Length Optimizer once. Keep it beside 5,900+ managed Connectors when the next task needs more.

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