# 微笑 独立游戏开发 (@99444359621) on douyin

- id: koinon:creator:douyin_99444359621
- url: https://koinonlink.com/kol/douyin/99444359621
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 99444359621
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAPcn62-XjWU1_BPGiuDxtUgrasxo8B7eoXik-iiO2ppw
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10199
- posts_observed: 7
- verified: false
- size_tier: koc

## Engagement
- status: average_measured
- engagement_rate: 0.03157
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 322
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: gaming
- subcategory: indie
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Godot基础教程与插件, AI生成游戏素材与动画, Unity插件与入门, 游戏引擎选择与迁移, 独立游戏场景与UI制作
- bio: 独立游戏开发入门专家，专注入门二十年
从0到1会遇到的所有问题，我都碰到过
你碰到的问题我都能解答
嘿嘿，你还不加入吗？
梦想可以很大，但是我们的第一步总是小的

## Audience (inferred)
- status: present
- description: Indie game developers, especially solo or small teams just starting out who lack art skills and are building 2D games in Godot and Unity
- roles: dev
- seniority: learner
- pain_points: Lack of art skills makes it hard to create usable scenes, animations, and UI on their own, Don't know how to integrate AI-generated assets into Godot/Unity, especially handling occlusion, collisions, and visual blending, Struggle to get up to speed with basic nodes and plugins in Godot or Unity, starting from scratch, Want to quickly validate game ideas but lack ready-to-use tools and free plugins
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 44
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_99444359621#6570b42e] VibeCoding大赏 | 一步到位用AI制做游戏帧动画 从生图到生成视频再到工具全部给你配齐了,完全做到图来伸手的喂饭级教程 (https://www.douyin.com/user/MS4wLjABAAAAPcn62-XjWU1_BPGiuDxtUgrasxo8B7eoXik-iiO2ppw)
- [douyin_99444359621#e227991f] #AI新星计划  #vibecoding大赏   #游戏开发  #游戏素材  #独立游戏#独立游戏 / @微笑 独立游戏开发创作的原声 / 让你快速从0到1 / 这么有趣的合集，不能只有我一个人知道吧 / 生成动画视频 / 从生图到生成视频再到工具全部给你配齐了,完全做到图来伸手的喂饭级教程
- [douyin_99444359621#1f1d42d9] #AI新星计划  #vibecoding大赏   #游戏开发  #游戏素材  #独立游戏#独立游戏 / 用AI制作的地图怎么变成可用的游戏场景? 通过一张AI生成的场景图就能制作出一个可以直接用的游戏场景
- [douyin_99444359621#b2936eee] 如果没有美工,你根本是做不出这样的场景的,AI给了你所有可能,把你以前生成的场景翻出来看看,然后做到游戏里面去把
- [douyin_99444359621#b0dcea25] #独立游戏开发 #AI #大地图 #AI生成图片 #游戏开发 / 通过一张AI生成的场景图就能制作出一个可以直接用的游戏场景
- [douyin_99444359621#b2936eee] 如果没有美工,你根本是做不出这样的场景的,AI给了你所有可能,把你以前生成的场景翻出来看看,然后做到游戏里面去把
- [douyin_99444359621#fc90141c] #独立游戏开发 #AI #大地图 #AI生成图片 #游戏开发 / 解决人物与场景的融合问题 / 解决遮挡问题 / 添加碰撞体 / UI界面之血条、蓝条、进度条 如果你还不会用使用Godot的UI系统，那我就要硬交了
- [douyin_99444359621#8ae3d759] #Godot #游戏开发 #UI界面 #用户界面 #编程

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=77, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=89, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_99444359621
- Request removal: https://koinonlink.com/claim?k=douyin_99444359621
- Terms: https://koinonlink.com/for-ai