# DYJ--AI工具捕手 (@DYJ--AI工具捕手) on wechat

- id: koinon:creator:wechat_dyj--ai工具捕手
- url: https://koinonlink.com/kol/wechat/DYJ--AI%E5%B7%A5%E5%85%B7%E6%8D%95%E6%89%8B
- schema_version: 1.4

## Identity
- platform: wechat
- handle: DYJ--AI工具捕手
- platform_url: https://weixin.sogou.com/weixin?type=1&query=DYJ--AI%E5%B7%A5%E5%85%B7%E6%8D%95%E6%89%8B
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 15
- 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 workflow design, AI content quality optimization, AI tool evaluation and selection, AI-powered personal learning, AI for side income generation

## Audience (inferred)
- status: present
- description: People learning to use AI tools for productivity and side hustles, especially those struggling to move beyond basic tool usage
- roles: general_ai
- seniority: learner
- pain_points: Don't know how to structure AI workflows effectively, Can't turn AI outputs into high-quality, meaningful content, Feel lost when trying to learn new skills without guidance, Struggle to filter useful AI tools from the overwhelming number available
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- 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_dyj--ai工具捕手#836d9ff7] AI效率的真相:工具是杠杆,工作流才是支点 (https://weixin.sogou.com/weixin?type=1&query=DYJ--AI%E5%B7%A5%E5%85%B7%E6%8D%95%E6%89%8B)
- [wechat_dyj--ai工具捕手#900e74b3] AI写作的底层逻辑:为什么同样的工具,有人能写出入围文章,有人只能写出一堆正确的废话
- [wechat_dyj--ai工具捕手#5e9c5aec] 我花了两周测试30个AI工具,最后只留了这5个
- [wechat_dyj--ai工具捕手#98da6e3e] 普通人用AI搞副业的3个真实样本
- [wechat_dyj--ai工具捕手#68d7b7a6] 想学新东西没人教?我用这个 AI 工具搭了个随时能问的私人导师

## 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=9, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=9, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=9, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=9, 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=9, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=9, 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=9, 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=9, 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=9, method=platform_profile

## Freshness
- profile_checked_days_ago: 9
- content_analysed_days_ago: 9
- audience_updated_days_ago: 9

## AI retrieval
- indexing_requests: 4
- 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_dyj--ai%E5%B7%A5%E5%85%B7%E6%8D%95%E6%89%8B
- Request removal: https://koinonlink.com/claim?k=wechat_dyj--ai%E5%B7%A5%E5%85%B7%E6%8D%95%E6%89%8B
- Terms: https://koinonlink.com/for-ai