# Velo (@Velo_cira) on x

- id: koinon:creator:x_velo_cira
- url: https://koinonlink.com/kol/x/Velo_cira
- schema_version: 1.4

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

## Reach
- followers: 6491
- following: 672
- posts_total: 17702
- posts_observed: 1
- posts_per_day: 4.21
- account_age_days: 4205
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00031
- best_post_interactions: 2
- 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: igaming
- category_confidence: 0.75
- category_source: derived_from_discovery_path
- topics: 像素艺术与动画创作, 反AI工具使用, One Piece同人创作, 档案整理与研究, Art Fight活动
- bio: They/Them. 27. 🇨🇦 Drawer. Archivist. (pfp @bumbletus 🕊️) (🩷@WigglesDTuff)

## Audience (inferred)
- status: present
- description: independent artists, pixel art creators, and anime fans (primarily young creators driven by personal passion)
- roles: design
- seniority: practitioner
- pain_points: AI-generated content flooding the space, squeezing creative opportunities, unstable contracts and unpredictable freelance income, social media algorithms limiting content visibility
- 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: 52
- authenticity_basis: engagement_observed
- credibility_score: 67
- 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_velo_cira#a4801d96] So in retrospect were all of the comic strips that showed up in newspapers on the same level as cow tools for y'all too or was that just me because I don't think I ever got a single joke out of them (https://twitter.com/Velo_cira/status/2069758680933810218)
- [x_velo_cira#f1bdf691] A couple lil animations I've done recently (first two for art fight) https://t.co/dDnF2aANZa
- [x_velo_cira#9351ea2f] Anyway sorry the only times I come on twitter is to whine. I am busy archiving a bridge company these days and doing pixel art so it could be worse
- [x_velo_cira#4ef537d9] I am genuinely so exhausted fighting AI every day. It is so inescapable and suffocating to have to double check every image, message, and person to have a little bit of a authenticity
- [x_velo_cira#447f9988] Unironically why I don't use tiktok anymore every single comment section sounds like this and it genuinely worsened my depression
- [x_velo_cira#16a1ce21] my boss casually forgetting to extend my contract and not responding to any of my messages reminding him about it https://t.co/wuQQhBwGJD
- [x_velo_cira#5c3b32ea] I love waking up early and being able to check art fight and throughout the day I can literally feel it starting to slow down. It's like holding the hand of someone actively dying
- [x_velo_cira#0245dea7] My part for the frobin zine! A grocery trip isn't complete without sweet treats. #frobin #onepiece https://t.co/L6z4D6GSp1

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=0.5, 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=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: 76

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