# 嘟爷java超神学堂 (@嘟爷java超神学堂) on wechat

- id: koinon:creator:wechat_嘟爷java超神学堂
- url: https://koinonlink.com/kol/wechat/%E5%98%9F%E7%88%B7java%E8%B6%85%E7%A5%9E%E5%AD%A6%E5%A0%82
- schema_version: 1.2

## Identity
- platform: wechat
- handle: 嘟爷java超神学堂
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E5%98%9F%E7%88%B7java%E8%B6%85%E7%A5%9E%E5%AD%A6%E5%A0%82
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 12
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 程序员副业, 月度复盘, 合伙人产品分析, AI项目看法, 副业规划

## Audience (inferred)
- status: present
- description: Developers seeking side income, primarily frontline programmers looking to earn extra money through side projects
- roles: dev
- seniority: practitioner
- pain_points: Lack of reliable sources for side hustle opportunities, Difficulty verifying the authenticity of various partner products, Confusion about how to effectively use AI tools in side hustles, Uncertainty about the future direction of their side ventures
- posts_analysed: 6
- confidence: 0.4

## 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: 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_嘟爷java超神学堂#956284d6] 程序员副业 | 2024年2月复盘 (https://weixin.sogou.com/weixin?type=1&query=%E5%98%9F%E7%88%B7java%E8%B6%85%E7%A5%9E%E5%AD%A6%E5%A0%82)
- [wechat_嘟爷java超神学堂#c25322e3] 程序员副业 | 2024年3月复盘
- [wechat_嘟爷java超神学堂#0806a7b0] 程序员副业 | 2024年4月复盘
- [wechat_嘟爷java超神学堂#d9291b05] 程序员副业 | 谈谈最近市面上各种合伙人产品
- [wechat_嘟爷java超神学堂#24da5762] 程序员副业 | 谈谈对AI写真项目的看法
- [wechat_嘟爷java超神学堂#30fce0b1] 程序员副业 | 对自己未来副业方向的思考
- [wechat_嘟爷java超神学堂#5fa31ebb] 程序员副业 | AI写真快闪活动当教练的一天
- [wechat_嘟爷java超神学堂#80978c7d] 程序员副业 | AI写真技术研究告一段落,开始运营小红书号

## 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=25, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=25, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=25, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=1, 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=1, 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=1, 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: 1
- audience_updated_days_ago: 25

## AI retrieval
- indexing_requests: 1
- 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_%E5%98%9F%E7%88%B7java%E8%B6%85%E7%A5%9E%E5%AD%A6%E5%A0%82
- Request removal: https://koinonlink.com/claim?k=wechat_%E5%98%9F%E7%88%B7java%E8%B6%85%E7%A5%9E%E5%AD%A6%E5%A0%82
- Terms: https://koinonlink.com/for-ai