# orange的AI学习分享 (@26285515189) on xiaohongshu

- id: koinon:creator:xiaohongshu_26285515189
- url: https://koinonlink.com/kol/xiaohongshu/26285515189
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 26285515189
- platform_url: https://www.xiaohongshu.com/user/profile/67349dcf000000000100082e
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2100
- 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工具推荐与评测, 打工人效率提升, 提示词/指令使用技巧, AI减少加班与焦虑, 国产AI工具对比
- bio: RED ID: 26285515189

## Audience (inferred)
- status: present
- description: Office workers/entry-level white-collar employees looking to boost daily productivity and reduce overtime
- roles: general_ai
- seniority: practitioner
- pain_points: Constantly working late, wants to leave on time, Repetitive, tedious tasks lowering efficiency, High emotional burnout and work-related anxiety, Unsure how to effectively use AI tools and prompts
- posts_analysed: 22
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.7
- 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: 35
- 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_26285515189#da1ad0ea] “一人公司”的AI实用工具，旨在帮助创业者提升效率#AI工具[话题]# #ai神器[话题]# #AI人工智能[话题]# #效率神器[话题]# #创作者必备[话题]# #人工智能[话题]# #高效解决方 (https://www.xiaohongshu.com/user/profile/67349dcf000000000100082e)
- [xiaohongshu_26285515189#f2210c5a] 用好这些AI工具，每天按时下班#AI工具[话题]# #AI人工智能[话题]# #ai神器[话题]# #效率神器[话题]# #打工人必备[话题]#
- [xiaohongshu_26285515189#20c28672] 把情绪喂给ai，有效避免内耗焦虑#AI工具[话题]# #情绪价值[话题]# #ai神器[话题]# #AI人工智能[话题]# #提示词[话题]# #干货分享[话题]# #
- [xiaohongshu_26285515189#abc083c2] 主流AI工具各有绝活
- [xiaohongshu_26285515189#142cc99e] 每个AI都有用武之地，选对工具效率翻倍#AI工具[话题]# #AI人工智能[话题]# #ai神器[话题]# #效率神器[话题]# #打工人必备[话题]#
- [xiaohongshu_26285515189#ba310d63] AI工具你会用吗？#AI工具[话题]# #AI人工智能[话题]# #ai神器[话题]# #效率神器[话题]#
- [xiaohongshu_26285515189#d90ae05f] AI工具用法，让你事半功倍#AI工具[话题]# #ai神器[话题]# #AI人工智能[话题]# #ai[话题]#
- [xiaohongshu_26285515189#5b0ab29c] 2026至好用的AI工具，你知道吗？#AI工具[话题]# #AI人工智能[话题]# #ai神器[话题]# #效率神器[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=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=56, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## 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_26285515189
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_26285515189
- Terms: https://koinonlink.com/for-ai