# 智闲漫笔 (@智闲漫笔) on wechat

- id: koinon:creator:wechat_智闲漫笔
- url: https://koinonlink.com/kol/wechat/%E6%99%BA%E9%97%B2%E6%BC%AB%E7%AC%94
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 智闲漫笔
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E6%99%BA%E9%97%B2%E6%BC%AB%E7%AC%94
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 8
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Practical AI tool recommendations, AI prompt engineering, AI for side income, AI in customer service, AI for app and code development

## Audience (inferred)
- status: present
- description: Early adopters and solopreneurs using AI tools for side hustles, mainly focused on practical, low-cost AI applications in customer service, app development, and content creation
- roles: automation
- seniority: practitioner
- pain_points: Struggling to find reliable, free AI tools that actually work, Frustrated by poor AI-generated outputs due to bad prompts, Wasting time on AI tools that don’t deliver promised speed or quality, Overwhelmed by the sheer number of AI tools and unsure which ones to choose
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- 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: 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
- [wechat_智闲漫笔#17885cf9] AI客服为什么能把人气哭?四个真相扎心 (https://weixin.sogou.com/weixin?type=1&query=%E6%99%BA%E9%97%B2%E6%BC%AB%E7%AC%94)
- [wechat_智闲漫笔#bcf8f00c] 用AI做App赚钱靠谱吗?我三个月赚了小五千
- [wechat_智闲漫笔#1be8261a] 实测30款AI工具,免费又好用的只剩这3个
- [wechat_智闲漫笔#f3d44cf3] AI绘画提示词怎么写?一个万能公式告别翻车废图
- [wechat_智闲漫笔#b94a018f] AI编程工具怎么选?写代码快3倍,bug也快3倍

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=39, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=39, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=39, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=39, 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=39, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=39, 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=39, 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=39, 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=39, method=platform_profile

## Freshness
- profile_checked_days_ago: 39
- content_analysed_days_ago: 39
- audience_updated_days_ago: 39

## AI retrieval
- indexing_requests: 7
- 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%99%BA%E9%97%B2%E6%BC%AB%E7%AC%94
- Request removal: https://koinonlink.com/claim?k=wechat_%E6%99%BA%E9%97%B2%E6%BC%AB%E7%AC%94
- Terms: https://koinonlink.com/for-ai