# 飞哥说游戏开发 (@52443729640) on douyin

- id: koinon:creator:douyin_52443729640
- url: https://koinonlink.com/kol/douyin/52443729640
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 52443729640
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA2vUv_SGP9DfnTcz0F8tU69sqs5vIDQrZmzDDuMl7NcA
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 51903
- posts_observed: 5
- verified: false
- size_tier: koc

## Engagement
- status: average_measured
- engagement_rate: 0.0567
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 2943
- 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: C语言基础与游戏开发实战, 排序与数据结构算法可视化, 编程算法入门教程, 计算机专业报考与学习指南, 线性代数与计算机基础概念
- bio: 视频中的游戏代码都在粉丝群。
十五年软件开发，十年游戏开发经验，多个大厂任职经历。
目前在游戏公司担任CTO，主导的项目有《三国乱世》、《群雄争霸》，项目月流水千万。
会持续给大家分享游戏开发相关知识

## Audience (inferred)
- status: present
- description: College and high school students new to programming, especially those interested in learning algorithms, data structures, or simple game development in computer-related fields
- roles: dev
- seniority: learner
- pain_points: Struggling with C language syntax and understanding pointers, Finding abstract concepts like algorithms and sorting hard to visualize, Lacking hands-on practice with small games or projects, Feeling uncertain about choosing a computer science major or career path
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 53
- 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_52443729640#cbc2ad4d] C语言编写贪吃蛇游戏#编程 #编程入门 #c语言 #游戏开发 (https://www.douyin.com/user/MS4wLjABAAAA2vUv_SGP9DfnTcz0F8tU69sqs5vIDQrZmzDDuMl7NcA)
- [douyin_52443729640#904cc67e] @飞哥说游戏开发创作的原声
- [douyin_52443729640#e88f2259] 分享一百个游戏开发教程
- [douyin_52443729640#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_52443729640#4a7511e6] 绘制贪吃蛇
- [douyin_52443729640#fb0bf908] 让贪吃蛇动起来
- [douyin_52443729640#74cc2e3b] 控制贪吃蛇的移动
- [douyin_52443729640#84f95b94] 月流水千万的游戏，服务器架构是什么样的，一个视频带你理解清楚#游戏开发 #服务器 #游戏服务器 #程序员

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=76, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## 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_52443729640
- Request removal: https://koinonlink.com/claim?k=douyin_52443729640
- Terms: https://koinonlink.com/for-ai