# 果壳 (@果壳) on wechat

- id: koinon:creator:wechat_果壳
- url: https://koinonlink.com/kol/wechat/%E6%9E%9C%E5%A3%B3
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 果壳
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E6%9E%9C%E5%A3%B3
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 100
- verified: false
- size_tier: nano

## Engagement
- status: not_measurable_on_platform
- status_note: This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.
- 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: 0.7
- category_source: derived_from_discovery_path
- topics: 好物推荐, AI画图与侵权案例, 生活科技趣闻, 电竞与游戏平台

## Audience (inferred)
- status: present
- description: Everyday consumers interested in lifestyle gadgets, tech news, and AI applications
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find trustworthy recommendations for snacks, shoes, and digital products, Lacking clarity on AI-generated art and image copyright issues, Finding it hard to keep up with esports and emerging tech trends due to scattered information
- posts_analysed: 18
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: platform_default
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [wechat_果壳#64de56ef] 最时髦的AI画画,一文包教包会 (https://weixin.sogou.com/weixin?type=1&query=%E6%9E%9C%E5%A3%B3)
- [wechat_果壳#513dcb20] AI画画的工分都给人类记上,AI图片侵权第一案宣判
- [wechat_果壳#79b0aa30] 其实,最能提高工作效率的音乐……就是没有音乐
- [wechat_果壳#34417d77] 程序员的大本营被黑客攻击了!10天内不交赎金,就公开用户私有代码
- [wechat_果壳#9d9adf4b] 我因为一颗扣子把工作丢了:管不住情绪,生活处处是劫难 | 好课推荐
- [wechat_果壳#00023079] 为什么现在的西红柿都不够好吃?| 好物推荐
- [wechat_果壳#364d86d4] 讲真,新年礼物,我们走心又走肾!丨好物推荐
- [wechat_果壳#459e31c2] 看到这份清单,我想重返幼儿园丨好物推荐

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=64, 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=64, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, 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=64, method=Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 64
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- 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=wechat_%E6%9E%9C%E5%A3%B3
- Request removal: https://koinonlink.com/claim?k=wechat_%E6%9E%9C%E5%A3%B3
- Terms: https://koinonlink.com/for-ai