# 越哥AI智能体 (@1432900287) on xiaohongshu

- id: koinon:creator:xiaohongshu_1432900287
- url: https://koinonlink.com/kol/xiaohongshu/1432900287
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 1432900287
- platform_url: https://www.xiaohongshu.com/user/profile/620688db000000001000ab00
- website: xhsdiscover://message/userPublicGroupList?user_id=620688db000000001000ab00&username=TA
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4700
- posts_observed: 1
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI 智能体与 Agent 框架, 具身智能与机器人应用, 一人公司与 AI 创业, 开源 AI 工具与代码实践, AI 行业会议与趋势
- bio: 💻AI出海创业 | 智能体技术专家
⭐️十二年数智化经验 | 前阿里/美团/快手
💡分享AI工具 | 落地案例 | 企业AI转型

## Audience (inferred)
- status: present
- description: AI Agent developers and tech practitioners or small-to-medium entrepreneurs interested in AI-driven solo startups
- roles: automation
- seniority: practitioner
- pain_points: Keeping up with and implementing rapidly evolving Agent frameworks and open-source tools, Automating the entire workflow from product selection to distribution using AI, Evaluating real, viable enterprise-level AI transformation cases instead of just concepts, Building a full-stack AI infrastructure needed for a solo company
- posts_analysed: 27
- confidence: 0.6

## 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: 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_1432900287#668ed569] WAIC 人工智能大会探展 / 体验了机器人下棋、机器人咖啡、机器人陪伴，也许再过几年，具身智能真的会像手机一样，成为大家生活的一部分 (https://www.xiaohongshu.com/user/profile/620688db000000001000ab00)
- [xiaohongshu_1432900287#93f0052e] 面基AI 博主，线下聊天比线上更有意思，还是要坚持更新内容，持续输出，机会也会不断出现
- [xiaohongshu_1432900287#a0b78762] #WAI / WAIC人工智能大会第一天 / 今年主角是AI 智能体和具身智能！
- [xiaohongshu_1432900287#c65657d6] 各种人形机器人和工业机器人，几乎每个展台都在展示 AI 如何真正进入物理世界，开始执行任务、创造价值。
- [xiaohongshu_1432900287#fb3e7dd4] 智能体也是最热门的话题，主打企业级 Agent 和行业智能体 / 李彦宏提出 DAA，被微软 2000 万智能体验证 / 过去一年，AI 行业很容易陷入一个误区：Token 消耗越多，似乎就代表 AI 用得越深、业务越先进。
- [xiaohongshu_1432900287#0677ffa3] 但越来越多案例正在证明，Token 不是价值本身。
- [xiaohongshu_1432900287#0b88e3f6] Meta 内部曾出现 Token 排行榜带来 / 我用AI做了一个泡泡玛特模型，居然成功了 / 最近试了一个挺有意思的工具：Hi3D（hi3d.ai）
- [xiaohongshu_1432900287#645391ea] 一开始是看到它说，

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=55, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

## 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_1432900287
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_1432900287
- Terms: https://koinonlink.com/for-ai