# あべはる⚾️ | コミュマネ (@Haruna_abeSS) on x

- id: koinon:creator:x_haruna_abess
- url: https://koinonlink.com/kol/x/Haruna_abeSS
- schema_version: 1.4

## Identity
- platform: x
- handle: Haruna_abeSS
- platform_url: https://twitter.com/Haruna_abeSS
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2827
- following: 885
- posts_total: 1878
- posts_observed: 4
- posts_per_day: 0.711
- account_age_days: 2640
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00424
- best_post_interactions: 12
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: devtools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Osaka Dreamin'及User Group活动, Agentforce Coworker体验, Japan MuleSoft Meetup, Salesforce Well-Architected, 社区管理与跨社区合作

## Audience (inferred)
- status: present
- description: Japanese Salesforce ecosystem community members, especially participants and practitioners involved in MuleSoft, Tableau, and Agentforce activities
- roles: automation
- seniority: practitioner
- pain_points: Limited access to and participation channels for community event information, Few opportunities to experience new Salesforce features like Agentforce in practice, Insufficient collaboration and communication across tools such as MuleSoft and Tableau
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 57
- 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
- [x_haruna_abess#1b7368b6] 中の人でありながらWell-Architectedについて詳しく改めて見たことがなかったので参加！解説して紐解いてくださっていてありがたいです😭 実はAdmin業務にも役立てられる内容ということで、具体例を聞いて納得！ (https://twitter.com/Haruna_abeSS/status/2068884781220446439)
- [x_haruna_abess#890d524e] 今日はCoworker祭り！夕方はUser Group Tokyoを弊社オフィス&オンラインで開催中です✨テーマは「Agentforce Coworker」。 実際の試してみた！のユースケースから後半は現地の方限定でCoworker体験ハンズオンを実施予定とのこと。 皆さんの反応や感想が聞けるの楽しみです😋 #UGTokyo. . https://t.co/2zpXGpdeG3
- [x_haruna_abess#0d48c1b9] 今朝の日経広告でも掲載されましたAgentforce Coworkerを体験していただいています✨ https://t.co/YzEJvwH378
- [x_haruna_abess#87a6c847] 懇親会のカンパーイ🍺も！！ 運営チーム・ボランティアで参加された皆様もお疲れ様でした🥳 #OsakaDreamin https://t.co/MLbwzdyJxN
- [x_haruna_abess#14ae7e5c] 私がコミュマネをしている Japan MuleSoft Meetupの橋詰さんも来てくれています〜！✨ #OsakaDreamin https://t.co/JPMF6u0mdk
- [x_haruna_abess#467f651f] 関西Tableauユーザ会から @YusukeNakanish3 がOsaka Dreamin'に来てくださっていました〜！ コミュニティコラボ良き！😋 https://t.co/tere6zDAoC
- [x_haruna_abess#779a2032] Osaka Dreamin'に来ています🐙❤️‍🔥 稲葉さん&ゆりえさんの貴重公演からスタート！ コミュニティリーダーが主催するコミュニティカンファレンス楽しみ✨ #OsakaDreamin https://t.co/OBlmo6L48E
- [x_haruna_abess#49bfad89] 一人でドジャー・スタジアム行くか迷うな😂海外球場は初めてすぎて大丈夫かなw

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, 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=78, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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