# 郭老师说设计 (@octotalk) on douyin

- id: koinon:creator:douyin_octotalk
- url: https://koinonlink.com/kol/douyin/octotalk
- schema_version: 1.4

## Identity
- platform: douyin
- handle: octotalk
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAp97S9ncpufMlUBmSxsB4ux4p5EYy36IQ-0qh0atAxFs
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 170468
- following: 93
- posts_total: 111
- posts_observed: 6
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.14194
- best_post_interactions: 24196
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- 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: Illustrator矢量绘图与工具技巧, Photoshop抠图、调色、修图教程, 平面设计特效制作（立体、故障、半调等）, 设计软件快捷键与效率操作
- bio: 🐙高纯度INTP。
🔧精通平面设计，兼职摄影，研究AIGC。
📢分享设计干货，推荐好用生产工具。
🥰软件资料在粉丝群。
✳️octotalk

## Audience (inferred)
- status: present
- description: Graphic design learners and frontline designers who regularly use Illustrator and Photoshop for daily tasks like graphics, typography, and effects creation, including students and career switchers
- roles: design
- seniority: practitioner
- pain_points: Unfamiliarity with specific Illustrator tools (e.g., Mesh Warp, Envelope Distort, Width Tool, Shape Builder) leads to slow workflow, Struggle with advanced PS techniques like hair and transparent婚纱 (bridal gown) masking, midtone gray correction, and color matching, Desire to quickly create visual effects like 3D text, glitch effects, and halftone patterns but lack the know-how, Fragmented knowledge of efficiency tips—such as keyboard shortcuts, equal spacing, and appearance stroke settings—without a systematic guide
- posts_analysed: 41
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.75
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [douyin_octotalk#2ffc6376] Ai复制粘贴快捷键技巧。 #设计分享 #illustrator #设计技巧 #设计教程 #ai教程 (https://www.douyin.com/user/MS4wLjABAAAAp97S9ncpufMlUBmSxsB4ux4p5EYy36IQ-0qh0atAxFs)
- [douyin_octotalk#d68da209] @郭老师说设计创作的原声
- [douyin_octotalk#8b6c6170] illustrator矢量绘图小技巧。
- [douyin_octotalk#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_octotalk#0ce47660] #设计分享 #illustrator #设计技巧 #设计教程 #ai教程
- [douyin_octotalk#16aadf03] Ai立体镂空文字。 #平面设计 #效果图 #视觉设计 #字体设计 #设计分享
- [douyin_octotalk#201b8f20] Superman
- [douyin_octotalk#bf313f69] #平面设计 #效果图 #视觉设计 #字体设计 #设计分享

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=85, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — 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=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 7
- 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=douyin_octotalk
- Request removal: https://koinonlink.com/claim?k=douyin_octotalk
- Terms: https://koinonlink.com/for-ai