# AI独立开发者 (@49700005930) on xiaohongshu

- id: koinon:creator:xiaohongshu_49700005930
- url: https://koinonlink.com/kol/xiaohongshu/49700005930
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 49700005930
- platform_url: https://www.xiaohongshu.com/user/profile/68c696f90000000019014bc0
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2500
- posts_observed: 7
- 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: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: vibe coding, 小红书小工具开发, AI工具与新闻日报, 小程序/沙箱工具上线, AI降低开发门槛
- bio: RED ID: 49700005930

## Audience (inferred)
- status: present
- description: independent developers, content creators, and casual enthusiasts looking to build small tools with AI
- roles: general_ai
- seniority: practitioner
- pain_points: struggling to quickly create AI-powered tools that get approved by platforms, lacking practical and creative tool ideas and clear implementation paths, finding it hard to keep up with the rapid changes and pricing shifts in China's AI tool landscape, not knowing where to start with building products without a technical background
- posts_analysed: 38
- 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_49700005930#16b98e75] 这一年做过的产品😂 / 在我的24点小程序里，加上了一个玩具专区，把最近一年Vibe coding做上线的产品都整进去了#小红书小工具[话题]# #vibecoding[话题]# #AI独立开发者[话题]# #个人开发者[话 / 小红书小游戏，快来体验不同的人生 / 体验不同的人生副本#vibecoding[话题]# #小红书小工具[话题]# #AI独立开发者[话题]# #个人开发者[话题]# #体验不同人生[话题]# #人生体验官[话题]# #人生就是一场游戏[ / 时间密信，有趣的加密小工具 / 你可以将悄悄话打包加密，只有在有效期内才可以解开哦， (https://www.xiaohongshu.com/user/profile/68c696f90000000019014bc0)
- [xiaohongshu_49700005930#3accac4e] #vibecoding[话题]# #小红书小工具[话题]# #AI独立开发者[话题]# #个人开发者[话 / 小红书笔记安检“一键改写”功能 / 新增了一键改写功能（复制到剪贴板好像没生效[笑哭R]）
- [xiaohongshu_49700005930#ee46f2d5] #小红书小工具[话题]# #vibecoding[话题]# #howto用好AI[话题]# #AI反常识howto[话题]# #AI新手村[话题 / 小红书笔记安检工具更新 / 我vibe coding的笔记安检小工具更新啦：支持查看和自定义添加规则，新增每日检测次数[偷笑R]
- [xiaohongshu_49700005930#d87fec2a] #vibecoding大赏[话题]# #vibecoding[话题]# #小红书小工具[话题]# / 小红书笔记安检小工具 / 🌝2000多条笔记踩雷规则，为您的笔记做全方位安检，
- [xiaohongshu_49700005930#f1a26a14] 1.0版本上线，持续优化中
- [xiaohongshu_49700005930#95c3d191] #vibecoding[话题]# #小红书小工具[话题]# #AI独立开发者[话题]# #实用小程序[话题]# #运

## 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=95, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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_49700005930
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_49700005930
- Terms: https://koinonlink.com/for-ai