# pamanberuang 🇮🇩 (@bukanpamanmu) on x

- id: koinon:creator:x_bukanpamanmu
- url: https://koinonlink.com/kol/x/bukanpamanmu
- schema_version: 1.4

## Identity
- platform: x
- handle: bukanpamanmu
- platform_url: https://twitter.com/bukanpamanmu
- website: https://linktr.ee/pamanberuang21
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15099
- following: 2996
- posts_total: 36985
- posts_observed: 5
- posts_per_day: 5.908
- account_age_days: 6260
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00179
- best_post_interactions: 27
- 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: finance
- subcategory: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: DeFi yield与LP, 区块链钱包与工具发布, Robinhood链和KrystalDeFi相关机会
- bio: Bitcoiner since block 605,052.
DeFi systems & structured yield.
Full Stack Software Engineer.
Tech Nerd.
Member @superteamindo.

## Audience (inferred)
- status: present
- description: Indonesian crypto and DeFi users interested in yield farming, liquidity pools, and new blockchain tools
- roles: consumer
- seniority: consumer
- pain_points: 判断流动性池和热门池是否值得投入, 新钱包发布后的数据隐私和安全顾虑, 跟进新兴DeFi链和工具的实际价值
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 82
- authenticity_basis: engagement_observed
- credibility_score: 82
- 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
- [x_bukanpamanmu#221a41f1] Ada yang tanya: LP di robinhood chain masih worth it kah? kalo melihat listing hot pools di @KrystalDeFi sih menurut paman worth it aja sihhhh tapi kembali lagi seberapa sakti kamu melihat peluang utk masuk dan mengatur range yang sesuai analisis mu nah itu yg lebih menentukan ht (https://twitter.com/bukanpamanmu/status/2069640409807237349)
- [x_bukanpamanmu#18887df5] Jadi @Cloudflare merilis wallet!! dan kita bisa claim usernamenya dengan gratis ya gak gratis juga sih karena mesti konek email kwkwkwk siapa tau kan data di jual, tapi ya kan kita WNI, emg uda dijual jadi yaa bodo amat so gimana caranya? 1. ke web nya https://t.co/cPfLIcoldR 2. 

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 11
- 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_bukanpamanmu
- Request removal: https://koinonlink.com/claim?k=x_bukanpamanmu
- Terms: https://koinonlink.com/for-ai