# roman (@Nozelcode) on x

- id: koinon:creator:x_nozelcode
- url: https://koinonlink.com/kol/x/Nozelcode
- schema_version: 1.4

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

## Reach
- followers: 206240
- following: 102
- posts_total: 1519
- posts_observed: 2
- posts_per_day: 1.667
- account_age_days: 911
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00025
- best_post_interactions: 52
- 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: software
- subcategory: ai_tools
- category_confidence: 0.94
- category_source: derived_from_recent_content
- topics: AI生成3D模型, Claude与AI编辑器内营销工具集成, 视频广告自动化生成, Claude Cowork任务自动化课程
- bio: i talk about tech, AI and automation | growth @aiscwork | @eComrads

## Audience (inferred)
- status: present
- description: AI tool users and automation practitioners, primarily marketers, e-commerce sellers, and content creators looking to reduce manual work with AI
- roles: automation
- seniority: practitioner
- pain_points: Frequent context switching between editors and marketing tools leads to fragmented workflows, Lack of专业 skills (e.g., CAD or engineering background) but still want to quickly generate 3D models, Time-consuming manual video ad creation, especially when unable to complete the entire process within a single AI platform, Want to systematically learn how to automate daily tasks with tools like Claude but lack structured, step-by-step courses
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 92
- 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_nozelcode#12b32e3b] EVERYONE SAID AI COULDN’T DO 3D. Well, look at this. One prompt → a fully manufacturable 3D model in seconds. → No CAD → No engineering degree → No spending hours on modelling by hand The 3D asset industry just changed forever. Free here: https://t.co/AN3JSWtAQH https://t.co/t6ZJ (https://twitter.com/Nozelcode)
- [x_nozelcode#e194b342] it makes less and less sense to leave your editor just to do marketing. with Creatify's MCP, you can generate video ads without leaving Claude Code or Codex. - drop in a brief. - the agent creates the ad. - you keep coding. - when it's done, download the finished video. it can al
- [x_nozelcode#3f3b02ac] En vez de ver Netflix este domingo, dedica 25 minutos a esto. Curso COMPLETO de Claude Cowork para automatizar gran parte de tus tareas. De una ex-trabajadora de Meta. Lo he

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=108, 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=108, 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=108, 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: 108
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 9
- 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_nozelcode
- Request removal: https://koinonlink.com/claim?k=x_nozelcode
- Terms: https://koinonlink.com/for-ai