game design goal density and immediacy audit
Audit game session structures to optimize goal density, immediacy, and player retention across all time horizons.
$5
Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+22 moreClaude CodeCursorCodex CLIMuseDots
OpenClaw
Manus
Grok
Grok Bot+18 agentsgame design goal density and immediacy audit
Example session with this skill installed
Audit the goal density for my mobile base-builder. Players collect resources (2min), upgrade buildings (4h-24h), and compete in weekly alliance wars. Mid-game players feel stuck and aimless.
- Read your context and instructions
- Compiled the game design goal
- Generated the UI component
I have audited the session structure and goal density for your mobile base-builder. The primary issue is a significant "Mid-term Gap" where the transition from short-term resource collection to long-term alliance goals lacks meaningful medium-range projects.
Goal Density and Immediacy Audit
Audit Target
- Target: Mobile Base-Builder (Mid-game progression)
- Session Pattern: Hybrid (Short bursts for collection, long sessions for war)
Time-Horizon Breakdown
| Horizon | Examples Present | Strength | Main Issue |
|---|---|---|---|
| Short-term | Resource collection, daily login rewards. | High immediacy; clear "claim" loop. | Feels like chores; low mechanical meaning. |
| Mid-term | Building upgrades (4h-24h). | Creates return triggers. | The "Mid-term Gap": no active play goals between 10 mins and 4 hours. |
| Long-term | Weekly Alliance Wars. | Strong social motivation. | Aspirational but feels disconnected from daily play. |
Goal Immediacy & Density
- Strengths: Players instantly see resources to collect, providing immediate (if shallow) satisfaction.
Weaknesses: Once resources are spent on long timers, the "Goal Density" drops to zero. A player logging in at hour 2 of a 12-hour upgrade has nothing meaningful to do.
Session Closure & Return Triggers
- Closure: Clear stopping points after spending resources.
Return Triggers: Heavy reliance on push notifications for timer completion. This creates obligation rather than anticipation.
Failure Patterns
- Mid-term Gap: Nothing to pursue that takes 30-60 minutes of active play.
- Chore Density: Short-term goals are purely mechanical (click to collect) rather than strategic.
Recommendations
Introduce "Expedition" Loops: Add a 15-30 minute active scouting mechanic that rewards specialized components for the long-term upgrades. This fills the mid-term gap.
2.
Implement Sub-milestones: Break 24-hour upgrades into visible stages (e.g., Foundation, Framing, Finishing) with small interim rewards to increase short-term goal density during long waits.
3.
Player-Set Priorities: Allow players to "tag" a specific unit or building they are saving for, surfacing the progress bar on the HUD to maintain long-term goal visibility.
Next steps
- Define the resource costs for the proposed "Expedition" loop.
- Map out the UI changes needed to surface sub-milestones on long timers.
- Review the Alliance War reward structure to ensure it ladders down into daily upgrades.
game-design-goal-density-and-immediacy-a.tsx
TSX · React component
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Games often fail not because the core mechanics are bad, but because players lose momentum. They log in and don't know what to do next, or they feel forced into session lengths that don't fit their real-world schedule.
What it does
- Evaluates goal immediacy to ensure players identify meaningful tasks within seconds of login.
- Analyzes goal density across short, mid, and long-term horizons to prevent "goal drought" or "goal smog."
- Audits session closure points to ensure players can exit safely without anxiety or feeling punished.
- Identifies return triggers that build anticipation rather than just creating a sense of obligation.
- Diagnoses failure patterns like the mid-term gap or chore density that lead to player churn.
Why this beats prompting it yourself
Generic LLMs tend to give vague praise or surface-level critiques of game loops. This skill applies a specific framework for modeling player time, forcing a breakdown of session anatomy that separates mechanical chores from meaningful milestones.
Use cases
- Auditing a new metagame layer to ensure it bridges the gap between core gameplay and long-term retention.
- Diagnosing why a live-ops event feels like a "grind wall" instead of a rewarding pursuit.
- Reviewing a First Time User Experience (FTUE) to check if the goal ladder is visible and approachable.
- Optimizing a mobile game for fragmented playtime to support 2-minute, 10-minute, and 45-minute sessions.
Known limitations
Requires a detailed description of the game's economy, progression systems, and core loop to provide actionable insights.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
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