# Vũ Đức Thành (@thanhvuducc) on threads

- id: koinon:creator:threads_thanhvuducc
- url: https://koinonlink.com/kol/threads/thanhvuducc
- schema_version: 1.4

## Identity
- platform: threads
- handle: thanhvuducc
- platform_url: https://www.threads.net/@thanhvuducc
- website: https://www.facebook.com/groups/n8n.academy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1593
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.32454
- best_post_interactions: 517
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI content automation, n8n workflows, Claude Code usage, AI video editing with code, system building for content production
- bio: khả năng đặc biệt của tôi là tàng hình trong mắt em
cộng đồng miễn phí của mình về n8n và AI Agent 👇

## Audience (inferred)
- status: present
- description: People building AI-powered content systems using n8n and Claude Code, mainly indie makers and solopreneurs focused on automating content creation
- roles: automation
- seniority: practitioner
- pain_points: Struggling to scale content production without manual effort, Finding it hard to integrate AI tools like Claude Code and Fable into a seamless workflow, Need reliable automation pipelines that handle research, scripting, editing, and publishing end-to-end, Frustrated by AI tool resets or instability during long-running workflows
- posts_analysed: 4
- 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: 42
- authenticity_basis: engagement_observed
- credibility_score: 42
- 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
- [threads_thanhvuducc#1dd46d01] Skills/MCP/plugin nào trong Claude Code bạn dùng nhiều nhất? Me: youtube transcription (https://www.threads.com/@thanhvuducc/post/DVIj7skkiZc)
- [threads_thanhvuducc#eb777d02] Video này đc edit bởi Fable 5! Thật ra là cái này đc viết kịch bản, lên story board, add subtitle, nhạc, sfx, chuyển cảnh bằng AI với code. Còn phần quay video và tìm source brolls thì vẫn là mình làm. Hệ thống này vẫn còn vài lỗi mình chưa fix hết, nên khi nào xong thì mình sẽ c
- [threads_thanhvuducc#2cf7c432] Cách Sản Xuất Content Hàng Loạt Bằng AI Mình build nguyên hệ thống content bằng Claude Code: research đối thủ tự động mỗi ngày, viết post, design carousel, đăng đa nền tảng, analytics và comment to DM. Gần như chạy miễn phí, chỉ cần 1 tài khoản Claude. Đây là thứ kéo khách từ soc
- [threads_thanhvuducc#135985f8] Claude reset li

## 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=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=78, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 78
- 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=threads_thanhvuducc
- Request removal: https://koinonlink.com/claim?k=threads_thanhvuducc
- Terms: https://koinonlink.com/for-ai