# 触乐 (@触乐) on wechat

- id: koinon:creator:wechat_触乐
- url: https://koinonlink.com/kol/wechat/%E8%A7%A6%E4%B9%90
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 触乐
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E8%A7%A6%E4%B9%90
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 173
- 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: gaming
- subcategory: indie
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 独立开发者社区讨论, AI在游戏开发中的实际应用, 游戏发行与合作, 展会参展成本核算, 策划与提效问题

## Audience (inferred)
- status: present
- description: Indie game developers, primarily solo or small team creators
- roles: dev
- seniority: practitioner
- pain_points: Difficulty calculating exhibition costs and ROI, AI tools end up increasing overtime instead of reducing it, Can't find publishers who truly understand indie development, Abundant community debates but scarce practical insights
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- 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_触乐#6e2db3e0] 独立开发者吵吵更健康,没有争论哪来进步? (https://weixin.sogou.com/weixin?type=1&query=%E8%A7%A6%E4%B9%90)
- [wechat_触乐#de9ffcfc] 独立开发者跑展会,是怎么算账的?丨触乐
- [wechat_触乐#72c86b52] 都说AI是提效利器,为什么许多独立开发者偏偏不爱用?丨触乐
- [wechat_触乐#ebd02f52] 更懂独立开发者的发行商,怎样成功发行游戏?丨触乐
- [wechat_触乐#2579c653] 推行AI提效后,策划们开始加班赶工期丨触乐
- [wechat_触乐#bde4872d] 独立开发的理想模板:火箭拳和他们的《代号:硬核》丨触乐
- [wechat_触乐#a58046e5] TapTap面向游戏厂商推出独立数据分析产品TapDB
- [wechat_触乐#4101e351] 怎样的视频、直播和实况对游戏宣传有帮助?丨问20人

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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: 76

## 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=wechat_%E8%A7%A6%E4%B9%90
- Request removal: https://koinonlink.com/claim?k=wechat_%E8%A7%A6%E4%B9%90
- Terms: https://koinonlink.com/for-ai