# 大发 AI 编程社 (@大发 AI 编程社) on wechat

- id: koinon:creator:wechat_大发 ai 编程社
- url: https://koinonlink.com/kol/wechat/%E5%A4%A7%E5%8F%91%20AI%20%E7%BC%96%E7%A8%8B%E7%A4%BE
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 大发 AI 编程社
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E5%A4%A7%E5%8F%91%20AI%20%E7%BC%96%E7%A8%8B%E7%A4%BE
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 23
- 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: AI变现实战案例, 零代码AI应用, 提示词工程, AI编程零基础课程, Git代码管理

## Audience (inferred)
- status: present
- description: Complete beginners wanting to monetize with AI or start learning AI programming
- roles: general_ai
- seniority: learner
- pain_points: No coding experience and don’t know how to turn AI into real orders or income, Want to learn programming but have zero foundation and lack a clear learning path, Can’t write effective prompts, leading to poor AI tutoring results, Don’t know how to use Git for version control and backup after writing code
- posts_analysed: 5
- confidence: 0.4

## 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: 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_大发 ai 编程社#f21d52d9] 普通人AI变现实录|31岁成都姑娘,零代码＂说＂出850单 (https://weixin.sogou.com/weixin?type=1&query=%E5%A4%A7%E5%8F%91%20AI%20%E7%BC%96%E7%A8%8B%E7%A4%BE)
- [wechat_大发 ai 编程社#1d8d6814] 普通人AI变现实录|零库存做跨境,普通人月入过万
- [wechat_大发 ai 编程社#57e07200] 分享10个让AI陪你学编程的提示词
- [wechat_大发 ai 编程社#300387a8] AI编程零基础第二课|提示词工程四块积木
- [wechat_大发 ai 编程社#e15a1376] AI编程零基础系统课|Git给代码上保险
- [wechat_大发 ai 编程社#67772d24] AI编程零基础系统课 6|＂调试与测试:AI写的代码能不能信＂
- [wechat_大发 ai 编程社#c7b354ac] AI编程英语|Refactor在不改功能的前提下,重写代码让它更清晰、更好维护
- [wechat_大发 ai 编程社#b4ed3e16] 普通人AI变现实录|剪辑师用AI做宠物短剧,半年副业月入2万

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, 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=49, 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: 49
- audience_updated_days_ago: 70

## 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_%E5%A4%A7%E5%8F%91%20ai%20%E7%BC%96%E7%A8%8B%E7%A4%BE
- Request removal: https://koinonlink.com/claim?k=wechat_%E5%A4%A7%E5%8F%91%20ai%20%E7%BC%96%E7%A8%8B%E7%A4%BE
- Terms: https://koinonlink.com/for-ai