# samurai (@Samurai__Stock) on x

- id: koinon:creator:x_samurai__stock
- url: https://koinonlink.com/kol/x/Samurai__Stock
- schema_version: 1.4

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

## Reach
- followers: 1822
- following: 1273
- posts_total: 7095
- posts_observed: 4
- posts_per_day: 11.316
- account_age_days: 627
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00549
- best_post_interactions: 10
- 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: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI and cloud stock momentum, Earnings-driven trading strategies, Short-term stock performance tracking, High-growth tech stocks like AMD, Meta, Amazon, Portfolio performance updates (Roth IRA, TradIRAOptions), Stock picks based on catalysts like earnings reports
- bio: Data Center Builder • Obsessed with stocks powering AI & cloud • $AMD $META $AMZN $MSFT (nothing posted here is financial advice)

## Audience (inferred)
- status: present
- description: Individual investors focused on AI and cloud-related stocks, tracking short-term gains and earnings-driven trades
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to identify high-momentum stocks in AI and cloud sectors, Frustrated by missing key earnings catalysts that drive big moves, Overwhelmed by noise in market data and unsure which stocks to focus on
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: engagement_observed
- credibility_score: 47
- 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_samurai__stock#bfdc3b2d] ALL IN ACCOUNT UPDATE: $TE with an 18% move today! Down only 7% now on this holding https://t.co/gEmjRdVEt5 (https://twitter.com/Samurai__Stock/status/2069487643638043038)
- [x_samurai__stock#dcfcfcdd] $SOFI with a 20% move from the lows last week!
- [x_samurai__stock#d7f2e9aa] Who is ready for $AMD tomorrow!!
- [x_samurai__stock#356683dc] Great way to start off August! Compounding account up 4% RothIRA account up 4% TradIRAOptions account up 8% Biggest winners: $TE 21% $CRWV 19% $AAOI 17% $SOFI 10% $BTDR 8% $META 6% $MSFT 5% $AMZN 4% https://t.co/EkHblfPgSZ
- [x_samurai__stock#ae61a218] Another big week for the account! Up 3% last week. Really looking forward to $AMD $CELH $ELF earnings report TUES AUG 4 - $AMD WED AUG 5 - $ELF THUR AUG 6 - $CELH https://t.co/KvwztDV2Ro
- [x_samurai__stock#60f54c42] Zoox bullish $AMZN https://t.co/GBmymVLlFE
- [x_samurai__stock#90b85e09] What a day! Compounding: Up 4.61% 🟢 Roth IRA: Up 5.17% 🟢 TradIRAOptions: Up 13.96% 🟢 Biggest winners of the day $KEEL +30% $BTDR +25% $CRWV +23% $AAOI +22% $HIVE +19% $BTBT +17% $TE +17% $MSFT +15% $AMD +13% $HYLN +13% $AMZN +12% $SOFI +8% ht

## 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=120, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- 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_samurai__stock
- Request removal: https://koinonlink.com/claim?k=x_samurai__stock
- Terms: https://koinonlink.com/for-ai