# 启明聊AI自动化 (@100569767) on xiaohongshu

- id: koinon:creator:xiaohongshu_100569767
- url: https://koinonlink.com/kol/xiaohongshu/100569767
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 100569767
- platform_url: https://www.xiaohongshu.com/user/profile/56e5eeeaaed7587e23c769d8
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2600
- posts_observed: 8
- 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: Hermes Agent 7天学习系列, 每日AI Skills榜单推荐, 一人公司赚钱路径与案例, AI工具提效应用, 个人成长与认知觉醒
- bio: RED ID: 100569767

## Audience (inferred)
- status: present
- description: Professionals and solopreneurs interested in AI automation, Agent building, and practical AI skills
- roles: automation
- seniority: practitioner
- pain_points: Hard to find truly effective AI Agent tools and skills, High learning barrier for platforms like Hermes, with no structured tutorials available, Unclear monetization paths for solopreneurs, lacking real-world examples, Low productivity in daily work and content creation, burdened by repetitive tasks
- posts_analysed: 44
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- 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_100569767#000d131f] AI淘汰不了这样的人 / #超级个体[话题]#  #个人成长[话题]#  #AI绘画[话题]#  #AI工具[话题]#  #职场干货[话题]#  #认知觉醒[话题]#  #思维模型[话题]#  # / 《置身事内》：看不懂政策，努力全白费 / 我一直以为房价高是因为炒房团太坏，直到读了《置身事内》才狠狠打脸——房价高企的本质，是城市化建设的融资工具。🤯 (https://www.xiaohongshu.com/user/profile/56e5eeeaaed7587e23c769d8)
- [xiaohongshu_100569767#2fca4fe8] 你有没有想过，为什么工资永远涨不过房价？为什么明明每天996，口袋里的钱却越来越不 / 7天掌握Hermes第5天：让Agent越用越聪明 / #ai工具[话题]# #ai技能[话题]# #skills[话题]# #hermes[话题]# #agent[话题]# / 7天从零掌握Hermes第4天：Agent学会新技能 / #ai[话题]# #ai工具[话题]# #hermesagent[话题]# #agent[话题]# #skills[话题]# / 7天从零掌握 Hermes第3天：上手核心命令 / #AI[话题]# #hermes[话题]# #age

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=79, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 11
- 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_100569767
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_100569767
- Terms: https://koinonlink.com/for-ai