# Vergil ✺ (@madebyvergil) on x

- id: koinon:creator:x_madebyvergil
- url: https://koinonlink.com/kol/x/madebyvergil
- schema_version: 1.4

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

## Reach
- followers: 1163
- following: 583
- posts_total: 13779
- posts_observed: 1
- posts_per_day: 4.347
- account_age_days: 3170
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: personal_fin
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Decentralized finance (DeFi) and blockchain infrastructure, Critique of social media and digital culture, Crypto speculation and market cycles, Privacy-focused technologies like Monero and Zcash, Web3 identity and sovereignty, Anti-hustle culture and elite critique
- bio: dark triad technofeudal elite remilio

## Audience (inferred)
- status: present
- description: Crypto-native, tech-savvy individuals with a contrarian, anti-establishment mindset; primarily early-stage crypto builders, degens, and Web3 enthusiasts who value decentralization, privacy, and systemic critique
- roles: general_ai
- seniority: practitioner
- pain_points: Feeling alienated by mainstream social media algorithms that promote low-quality content and mental fatigue, Struggling to find sustainable, meaningful projects in the current crypto ecosystem beyond hype-driven speculation, Frustrated by the lack of real infrastructure and long-term vision in Web3 despite massive capital inflow
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_madebyvergil#fe751ead] https://t.co/89BNbUtBQ0 (https://twitter.com/madebyvergil/status/2069809058190594205)
- [x_madebyvergil#841f42f9] Society is what it is today cause we have a bunch of Nikita Biers being placed at the levers of control and we have to be affected by their insecurities and weakness
- [x_madebyvergil#2dc14e9d] we are so back!
- [x_madebyvergil#d13b5aea] "aristocratic lazyness" is the new "hustle culture" Being on your computer inside your house grinding with high cortisol to "make it' meaning buying made in china designer materials to flex on others is now seen as being the lowest scum of earth, pure goycattle anxiety screaming 
- [x_madebyvergil#f1e418ee] scrolling crypto twitter on the new algo must be like how it feels when you relapse on heroin
- [x_madebyvergil#16420cc6] women crashing out over hiplet jokes when they really should be worried about their upper arm situation why are they so flabby? flabby bird https://t.co/bhtmVD23Dl
- [x_madebyvergil#61522aeb] zcash:native bug was basically the modern version of coin clipping lmao
- [x_madebyvergil#cdb78742] Such a sick day at the A1 Motor Park insane cars, great weather, decent food, almost got crushed by a gtr3rs drifting, sneaked inside a garage and saw a red 488 with a crazy body kit before getting shouted to leave 😅 10/10 high-t visit would recommend https://t.co/DUPJxEjeTD

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, 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=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=0.25, 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=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: 76
- 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_madebyvergil
- Request removal: https://koinonlink.com/claim?k=x_madebyvergil
- Terms: https://koinonlink.com/for-ai