# 中创千帆 (@中创千帆) on wechat

- id: koinon:creator:wechat_中创千帆
- url: https://koinonlink.com/kol/wechat/%E4%B8%AD%E5%88%9B%E5%8D%83%E5%B8%86
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 中创千帆
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E4%B8%AD%E5%88%9B%E5%8D%83%E5%B8%86
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 4
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI agent application engineering certification, Career path for AI professionals, AI job market trends, Recognition and validity of AI certifications, AI workforce development programs

## Audience (inferred)
- status: present
- description: Individuals interested in transitioning into or upskilling for AI agent application engineering roles, especially those seeking certification and career advancement in AI-driven tech jobs
- roles: general_ai
- seniority: learner
- pain_points: Uncertainty about whether they qualify for AI certification programs despite lacking formal background, Difficulty finding clear career progression paths in emerging AI roles, Lack of clarity on the validity and recognition of AI certification credentials, Confusion about the practical benefits and job market demand for AI-related certifications
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- 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: B — 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_中创千帆#065530bb] AI智能体应用工程师什么人可以报(青岛启动9+2+10场AI系列培训,三级全覆盖) (https://weixin.sogou.com/weixin?type=1&query=%E4%B8%AD%E5%88%9B%E5%8D%83%E5%B8%86)
- [wechat_中创千帆#88faf362] AI智能体应用工程师零基础能考吗(工信部发布“人工智能+软件”方案:促进就业友好发展)
- [wechat_中创千帆#f7553d92] AI智能体应用工程师职业发展路径(方案解读:编码权重下降,需求理解与集成权重上升)
- [wechat_中创千帆#2de7ce8c] AI智能体应用工程师薪资水平怎么样(北京发布人力资源开发目录:AI相关职业“非常紧缺”)
- [wechat_中创千帆#18fee30e] AI智能体应用工程师证书有电子版吗(北京新增21项国际职业资格认可,AI认证入清单)
- [wechat_中创千帆#a381c69a] AI智能体应用工程师考试题型与分值:两张卷怎么考(七部门印发数字化绿色化协同转型实施方案)
- [wechat_中创千帆#f35eda29] AI智能体应用工程师自学:能自学的部分与必须走通道的部分(宇树开源人形机器人基座模型,单模型统筹64个任务)
- [wechat_中创千帆#d5ca4f4a] AI智能体应用工程师学历要求:一条主通道与两条替代通道(数字乡村高质量发展行动计划印发)

## 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=42, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=42, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=42, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=40, 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=40, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=40, 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=40, 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=40, 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=40, method=platform_profile

## Freshness
- profile_checked_days_ago: 40
- content_analysed_days_ago: 40
- audience_updated_days_ago: 42

## AI retrieval
- indexing_requests: 8
- 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_%E4%B8%AD%E5%88%9B%E5%8D%83%E5%B8%86
- Request removal: https://koinonlink.com/claim?k=wechat_%E4%B8%AD%E5%88%9B%E5%8D%83%E5%B8%86
- Terms: https://koinonlink.com/for-ai