# 飞哥说游戏开发 (@1106648379) on xiaohongshu

- id: koinon:creator:xiaohongshu_1106648379
- url: https://koinonlink.com/kol/xiaohongshu/1106648379
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 1106648379
- platform_url: https://www.xiaohongshu.com/user/profile/5ff0810f000000000101d310
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4700
- posts_observed: 3
- 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: C语言基础编程, 算法可视化, 数据结构, 排序算法, 递归与链表
- bio: RED ID: 1106648379

## Audience (inferred)
- status: present
- description: C language and algorithm beginners, mainly computer science students, self-taught programming newcomers, and young programming enthusiasts
- roles: dev
- seniority: learner
- pain_points: Struggling to grasp abstract algorithm concepts like sorting and recursion, Lacking intuitive, visual learning resources, Insufficient practice with C language syntax and real-world applications, Frequent mistakes when implementing data structures and manipulating linked lists
- posts_analysed: 39
- 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: 40
- 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_1106648379#866b3582] 向量到底是什么？ (https://www.xiaohongshu.com/user/profile/5ff0810f000000000101d310)
- [xiaohongshu_1106648379#d983af03] 多个视角理解向量#编程[话题]# #算法[话题]# #c语言[话题]# #线性代数[话题]#
- [xiaohongshu_1106648379#2a8eb26e] 使用双栈计算表达式的值
- [xiaohongshu_1106648379#f8907e82] 使用双栈计算表达式的值 #编程[话题]# #c语言[话题]# #算法[话题]# #数据结构[话题]#
- [xiaohongshu_1106648379#466d3e1f] C语言判断素数
- [xiaohongshu_1106648379#217bb82c] C语言判断素数#编程[话题]# #算法[话题]# #c语言[话题]# #c语言学习[话题]#
- [xiaohongshu_1106648379#8d409f8f] 秒懂二进制和十进制的关系
- [xiaohongshu_1106648379#0913e9a7] 秒懂二进制和十进制的关系#编程[话题]# #算法[话题]# #c语言[话题]# #计算机[话题]#

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, 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=68, 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: 68
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 8
- 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_1106648379
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_1106648379
- Terms: https://koinonlink.com/for-ai