# L2WTrades (@L2WTrades) on x

- id: koinon:creator:x_l2wtrades
- url: https://koinonlink.com/kol/x/L2WTrades
- schema_version: 1.4

## Identity
- platform: x
- handle: L2WTrades
- platform_url: https://twitter.com/L2WTrades
- website: http://discord.gg/WYtXBK38Za
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 20290
- following: 383
- posts_total: 4610
- posts_observed: 21
- posts_per_day: 9.075
- account_age_days: 508
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00665
- best_post_interactions: 135
- 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: Trading psychology, Emotional discipline in trading, Strategy consistency across market phases
- bio: I scale traders to 20k/months | CODE L2W on Tradeify |

IG: https://t.co/Wsp1ipAqrO

## Audience (inferred)
- status: present
- description: Aspiring and active retail traders struggling with emotional discipline and inconsistent strategy performance
- roles: none
- seniority: practitioner
- pain_points: Struggling to maintain consistent profitability across different market conditions, Falling into revenge trading after losses, leading to account erosion, Lack of systematic approach to manage emotions and trading psychology
- posts_analysed: 2
- confidence: 0.4

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

## Quality signals
- authenticity_score: 78
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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_l2wtrades#c6d3537a] your strategy works sometimes and fails sometimes and you think it's "just part of trading" no mf it works in ONE market phase and fails in the other TWO and you're too stupid to tell the difference: here's what's actually happening: the market only has 3 states: STATE 1: TRENDIN (https://twitter.com/L2WTrades/status/2050575660142186706)
- [x_l2wtrades#1362ff69] revenge trading is killing your account and you're trying to fix it with "discipline" which is like trying to stop an avalanche with your hands here's the actual solution that works: trader i was working with had massive revenge trading problem every time he'd take 2 losses in a 

## 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=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=76, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 76
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 14
- 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_l2wtrades
- Request removal: https://koinonlink.com/claim?k=x_l2wtrades
- Terms: https://koinonlink.com/for-ai