# MurphyLi墨菲👾游戏开发 (@murphyli) on xiaohongshu

- id: koinon:creator:xiaohongshu_murphyli
- url: https://koinonlink.com/kol/xiaohongshu/murphyli
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: murphyli
- platform_url: https://www.xiaohongshu.com/user/profile/5eedadc60000000001005128
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2300
- posts_observed: 4
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.85
- category_source: derived_from_recent_content
- topics: 游戏开发经验与项目制作, 留美学生找工作与生活, GDC和游戏展会参与, 独立游戏社区与协作平台, 美国居住、旅行与日常实用分享
- bio: RED ID: murphyli

## Audience (inferred)
- status: present
- description: Chinese students studying in the US, indie game developers, and early-stage creators interested in the gaming industry
- roles: dev
- seniority: learner
- pain_points: Difficulty finding gaming industry jobs in the US, coupled with visa and lifestyle stability pressures, Struggling to find reliable collaborators and team members during indie development, Practical challenges of frequent relocations, renting apartments, and furnishing homes in the US, Lack of reflection opportunities and community support while learning game development
- posts_analysed: 40
- confidence: 0.75

## 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: 58
- authenticity_basis: platform_default
- credibility_score: 36
- 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
- [xiaohongshu_murphyli#cf0b8e0a] 🇺🇸GameDev学姐说丨游戏人生存守则Part 1 / 这学期游戏脚本敲的代码快比我吃的饭都多了[扯脸H] (https://www.xiaohongshu.com/user/profile/5eedadc60000000001005128)
- [xiaohongshu_murphyli#3e1f0a8e] 我在想如果能把自己游戏学习制作过程中的经验记录下来，自己可以更好的反思、整理素材，碰巧可能让对该领域感兴趣的小伙伴有帮助那么会更加激励自己 / 🇺🇸留子找到工作后就又是另一轮倒计时 / 大部分留子来美国前应该就知道如果想在🇺🇸生活那么找工作会是未来必须跨过去的一道坎，想着只要毕业拿到offer，最难的一关就算过去了，生活总会慢慢稳定
- [xiaohongshu_murphyli#4aa37255] 所以从上学开始，大部分人就一直在为这件事做准备 / 做了一款模仿大家熬夜刷手机的小游戏🌚🔥 / 《熬夜大师模拟器》周末上线itch.io啦～
- [xiaohongshu_murphyli#eb8794b0] ————————————————————
- [xiaohongshu_murphyli#21acdd42] 游玩方式：
- [xiaohongshu_murphyli#dd46e4b2] 【空格】眨眼
- [xiaohongshu_murphyli#b7c39f6f] ⬅️➡️控制左/右滑动手机屏幕
- [xiaohongshu_murphyli#74127e03] 🎰欢迎大家试玩，欢迎评论～

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=0.25, freshness_days=78, method=Fixed value 58, pending engagement collection. Not a measurement. — 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 + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — 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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-01
- 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=xiaohongshu_murphyli
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_murphyli
- Terms: https://koinonlink.com/for-ai