# INDIE GAMES 小宇宙 (@indiegamescosmo) on youtube

- id: koinon:creator:youtube_indiegamescosmo
- url: https://koinonlink.com/kol/youtube/indiegamescosmo
- schema_version: 1.4

## Identity
- platform: youtube
- handle: indiegamescosmo
- platform_url: https://www.youtube.com/@indiegamescosmo
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10600
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.95
- category_source: derived_from_recent_content
- topics: 獨立遊戲推薦, Steam遊戲, cozy games, 冒險/療癒遊戲, 新作資訊
- bio: 本頻道暫停更新中，回歸時間未定，感謝您一直以來的理解與支持＊ 熱愛發掘獨立遊戲的小品魅力嗎？ 我們專注於介紹STEAM平台 ...

## Audience (inferred)
- status: present
- description: Steam indie game players who particularly enjoy cozy, adventure, and therapeutic-style games
- roles: consumer
- seniority: consumer
- pain_points: Difficulty finding high-quality indie games worth playing, Want recommendations for new cozy, therapeutic, or adventure-style titles, Overwhelming amount of information makes it hard to filter games that suit their taste
- posts_analysed: 12
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [youtube_indiegamescosmo#18f9ec5c] Witchbrook 🧙🏻‍♀️ 校園、冒險、交友！ #steam #steam 遊戲推薦 #遊戲推薦 (https://www.youtube.com/@indiegamescosmo)
- [youtube_indiegamescosmo#bd841ae5] Woodo 🦊 組裝、探索、體驗！ #steam #steam 遊戲推薦 #遊戲推薦
- [youtube_indiegamescosmo#2a52ad84] ⚠️ 偽動物森友會？小心這間開發商📢 #遊戲新聞 #gamenews
- [youtube_indiegamescosmo#25ad1d94] Duck Side of The Moon 🐥 遨遊、漫步、探險！ #steam遊戲推薦 #遊戲推薦
- [youtube_indiegamescosmo#89a8ecc0] Loftia 🌱 未來、綠能、同樂！ #steam遊戲推薦 #遊戲推薦
- [youtube_indiegamescosmo#e548e80d] Naiad 🧜‍♀️ 靜謐、絕美、療癒！ #steam遊戲推薦 #遊戲推薦
- [youtube_indiegamescosmo#39c2cfbb] The Witch's Bakery 🍰 魔幻、甜美、溫馨！#steam遊戲推薦 #遊戲推薦
- [youtube_indiegamescosmo#fb24614d] 12月 🎅🏻 獨立遊戲新作推薦 #steam遊戲推薦 #遊戲推薦

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=98, 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=77, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — 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=98, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => 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=98, method=platform_profile

## Freshness
- profile_checked_days_ago: 98
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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=youtube_indiegamescosmo
- Request removal: https://koinonlink.com/claim?k=youtube_indiegamescosmo
- Terms: https://koinonlink.com/for-ai