# Bushi 👺🍄 (@Bushi_gg) on x

- id: koinon:creator:x_bushi_gg
- url: https://koinonlink.com/kol/x/Bushi_gg
- schema_version: 1.4

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

## Reach
- followers: 1266
- following: 787
- posts_total: 5317
- posts_observed: 5
- posts_per_day: 2.256
- account_age_days: 2357
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0158
- best_post_interactions: 20
- 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: gaming
- subcategory: mobile
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: MapleStory U progression tips, AFK EXP optimization, Rune and booster usage strategies, High-level raid clear strategies, Game event timing and planning, Team coordination in multiplayer raids
- bio: Sharing the @MaplestoryU adventure

MapleStory N | Guides | Updates | Progression
MSU x Friend

## Audience (inferred)
- status: present
- description: MapleStory U players, mainly mid-to-high level progression-focused gamers who are active in guilds and seek optimization tips for leveling and raiding
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to maximize AFK EXP gains during limited-time events, Having difficulty optimizing rune and booster usage for short-term EXP spikes, Finding it hard to clear high-tier raids like Hard Lucid Trio without strong team coordination
- posts_analysed: 5
- 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_bushi_gg#2008f7d1] 💡Tip of the week in @MaplestoryU Spend all your AFK Sauna time before August 20 If you are VIP 5 you get 10% bonus AFK EXP Use all your hours before this event ends Best AFK maps rn are Sellas Sea 4 5 & 6 (all give same exp) You need at least lvl 250 to AFK here https://t.co (https://twitter.com/Bushi_gg/status/2065025784230633668)
- [x_bushi_gg#7a923191] https://t.co/hHZWbLihc3
- [x_bushi_gg#37feeeb2] Massive week of progress in @MaplestoryU ☑️Finally hit level 250 ☑️Normal Will 4 man party clear ☑️Hard Lucid Trio Huge thanks to my op teammates for the carries It was a busy week so I've been posting less But content is coming hot again https://t.co/o50bdnUQx4
- [x_bushi_gg#aa2d5ad1] 💡Tip of the week in @MaplestoryU Use Hasty Boosters + Rune EXP special node 50% EXP on every rune for 20s Craft it (250 shards) and extend for 1 month (701) Combine Exp link skills + Holy symbol + x3 EXP Coupon + MVP EXP coupon Check all events info on my patch summary👇 https:/
- [x_bushi_gg#b09c1d47] https://t.co/K

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=80, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

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