# 小玖哥AI工作室 (@2161229969) on douyin

- id: koinon:creator:douyin_2161229969
- url: https://koinonlink.com/kol/douyin/2161229969
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 2161229969
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAQzoi51EuOwqk0EzlDZm3jHIZQoMUyK0sLASxkHxRSx4
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 126451
- following: 511
- posts_total: 23
- posts_observed: 4
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00583
- best_post_interactions: 737
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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与多智能体搭建, OPC创业日记与项目, AI企业落地应用, 政府AI政策解读, Codex/Claude Code工具使用
- bio: 青岛人工智能协会副秘书长
一号同事AI办公团队创始人
专注未来新水电token生意

## Audience (inferred)
- status: present
- description: small and medium entrepreneurs and AI practitioners interested in AI Agent development and OPC projects
- roles: automation
- seniority: practitioner
- pain_points: don't know how to quickly build and deploy multi-agent systems, struggling to find intersections between AI startup opportunities and policy trends, need help applying AI Agents effectively in office or business environments, confused about the practical implementation of OPC and token-based business models
- posts_analysed: 40
- confidence: 0.75

## 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: engagement_observed
- credibility_score: 68
- 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
- [douyin_2161229969#1c362e7f] 帮客户搭建AI员工 #AI #Agent #创业日记 #OPC (https://www.douyin.com/user/MS4wLjABAAAAQzoi51EuOwqk0EzlDZm3jHIZQoMUyK0sLASxkHxRSx4)
- [douyin_2161229969#58ebc1d6] @小玖哥AI工作室创作的原声
- [douyin_2161229969#0735aa64] #AI #Agent #创业日记 #OPC
- [douyin_2161229969#cc202467] 团队创建与智能体添加
- [douyin_2161229969#337c5d3a] 我的opc创业日记 #opc #codex #ai #agent
- [douyin_2161229969#374103aa] 自带流量的音乐
- [douyin_2161229969#5be155d0] #opc #codex #ai #agent
- [douyin_2161229969#91b4aa47] codex还没用上的家人们，赶紧去冲 #codex #claudecode #ai #agent -#opc

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=0.5, freshness_days=55, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — 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=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

## AI retrieval
- indexing_requests: 10
- 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=douyin_2161229969
- Request removal: https://koinonlink.com/claim?k=douyin_2161229969
- Terms: https://koinonlink.com/for-ai