AgentSkillsCN

ai-game-designer

从概念设计到落地交付,设计并验证由 AI 辅助的游戏设计规范。当您需要定义核心游戏循环、进阶系统、经济收支模型、功能特性、风险约束、内容生成钩子,或为将设计文档转化为工程可用的合约而设立质量关口时,此技能将为您提供支持。

SKILL.md
--- frontmatter
name: ai-game-designer
description: Design and validate AI-assisted game design specifications from concept to implementation handoff. Use when defining core loops, progression systems, economy sinks/sources, feature specs, risk constraints, content generation hooks, or quality gates for translating design docs into engineering-ready contracts.

AI Game Designer

Use this skill to produce coherent, constraint-aware game design specs with explicit implementation contracts.

Workflow

  1. Define game vision and constraints.
  • Capture target audience, session length, progression horizon, and platform constraints.
  • Document hard constraints (economy limits, fairness goals, compliance limitations).
  1. Model loops and systems.
  • Define core loop, meta loop, and retention loop with explicit input/output resources.
  • Define feature dependencies and unlock conditions.
  1. Define economy and progression contract.
  • Define sources/sinks and progression pacing targets.
  • Prevent degenerate loops by constraining exploit paths.
  • Declare telemetry signals needed to validate assumptions.
  1. Validate design spec integrity.
  • Check required sections and referenced features.
  • Check consistency between loops, progression, and economy definitions.
  • Treat missing constraints or contradictory rules as blockers.
  1. Prepare engineering handoff.
  • Provide design-to-implementation mapping and patch plan targets.
  • Include measurable acceptance criteria.

Commands

bash
python3 scripts/validate_game_design_spec.py \
  --input <path/to/game_design_spec.json>

Treat non-zero exits as blocker findings.

Output Contract

Return:

  1. Design Map: loops, systems, features, and constraints.
  2. Validation Findings: pass/fail with concrete inconsistencies.
  3. Patch Plan: docs/files that must change before implementation.
  4. Verification: command outputs and acceptance criteria.
  5. Residual Risks: unresolved economy or progression risks.

References

  • references/workflow.md: design-to-handoff process.
  • references/design-rules.md: loop/economy/progression guardrails.
  • references/signoff-template.md: release handoff template.

Execution Rules

  • Keep design constraints explicit and measurable.
  • Keep loop/economy dependencies internally consistent.
  • Flag exploitable or contradictory progression paths as blockers.
  • Require telemetry hooks for key balance assumptions.