Game AI: FSM, Behavior Trees & Pathfinding
/game-ai
NPC and enemy decision-making with state machines, behavior trees, steering and A* pathfinding, paired with your engine's navigation API.
- GitHub 星数
- 2,085 (所在仓库星数，统计于 2026-10-21)
- 许可证
- Apache-2.0
- 最近提交
- 2026/10/09
- 作者
- gamedev-skills
所属合集
Awesome Gamedev Agent Skills
74 portable SKILL.md skills for Godot, Unity, Unreal, Phaser, PixiJS, three.js, Bevy, pygame, LÖVE and Roblox, with a router.
信息来自作者的 README。 GameSkill 还没完整跑过。支持的 Agent 和安装步骤以作者文档为准。
安装
npx skills add gamedev-skills/awesome-gamedev-agent-skills --skill game-aiInstalls only this skill. Add -a claude-code (puts it in .claude/skills/), -a codex or -a cursor (.agents/skills/) to choose the agent, and -g to install it for your user instead of the project.
命令照搬项目 README。在本机运行前，请先看一眼仓库。
为指定 Agent 安装
| Agent | -a | 文件夹 |
|---|---|---|
| Claude Code | claude-code | .claude/skills/ |
| Codex | codex | .agents/skills/ |
| Cursor | cursor | .agents/skills/ |
| Gemini CLI | gemini-cli | .agents/skills/ |
| GitHub Copilot | github-copilot | .agents/skills/ |
| OpenCode | opencode | .agents/skills/ |
| Windsurf | windsurf | .windsurf/skills/ |
在命令后加 -a <参数>。以上是项目级文件夹；加 -g 则安装到你的用户目录。
包含内容
- Worked steps: Finite state machine; Behavior tree tick; Steering: seek and arrive; A* heuristic must not overestimate
- A pitfalls section with the mistakes to avoid
- Bundled 2 reference docs the agent reads when needed
适合
- Building enemy AI, an FSM or behavior tree, steering/flocking, or pathfinding
试试这条提示词
Make my enemies patrol, spot the player and chase them with A* pathfinding.关于这个 Skill
Design NPC and enemy decision-making with finite state machines, behavior trees, steering behaviors, and A* pathfinding — engine-neutral algorithms that pair with the detected engine's navigation API. Use when building enemy AI, an FSM or behavior tree, steering/flocking, or pathfinding, or when the user mentions state machine, behavior tree, blackboard, A*, navmesh, seek, or patrol/chase.
From the game-ai SKILL.md in gamedev-skills/awesome-gamedev-agent-skills.
What's inside
- Finite state machine (one state object, explicit transitions)
- Behavior tree tick (composite nodes return a status)
- Steering: seek and arrive (smooth, frame-rate independent)
- A* heuristic must not overestimate (or paths stop being shortest)
常见问题
搭配使用
作者标注的相关 Skills，或更适合相邻任务的 Skills。
Game Physics Tuning
Stable, good-feeling physics: fixed timestep with interpolation, mass and drag, CCD against tunneling, jitter fixes and collision layers.
Procedural Generation
Procedural content with seeded RNG: Perlin and Simplex noise terrain, rooms-and-corridors dungeons and weighted loot tables.
Tower Defense
Build a tower defense: enemies pathing along lanes, wave spawning, towers that auto-target and fire, an economy, and lives.
FPS Shooter
Build a first-person shooter: move+mouse-look controller, hitscan or projectile shooting, weapons, health, and enemy AI.
Awesome Gamedev Agent Skills 中的更多 Skills
查看全部 41 个2D Platformer
Build a 2D platformer: run/jump control with coyote time, jump buffering, and variable jump height, plus tiled levels and hazards.
Behavior Trees & Utility AI
Build a behavior-tree runtime and a Utility AI system with response curves, plus hybrid agents where the behavior tree drives utility scoring.
Bevy ECS
Structure a Bevy app around ECS: plugins, components and resources, systems with Query and Commands, system ordering and Time.
Card Game
Build a card game: card data, deck/hand/discard zones, draw/shuffle/reshuffle, a turn structure, costs, and effect resolution.
相似 skills
Playtest Report (Claude Code Game Studios)
Structured playtest report template, or turn existing playtest notes into structured feedback.
Universal Modder
Skills, tools and a fal MCP that let Claude Code mod PC games you own: recon, reverse engineering, generated assets, in-game testing.
sprite-gen
Generate clean 2D game sprites and animation atlases: state rows, alpha cleanup, frame extraction, runtime atlases.
Scenario Skills
Production-ready images, video, audio and 3D from any agent through the Scenario MCP, plus expert teams for Blender, Unreal and Unity.