# 印前制作 (@印前制作) on wechat

- id: koinon:creator:wechat_印前制作
- url: https://koinonlink.com/kol/wechat/%E5%8D%B0%E5%89%8D%E5%88%B6%E4%BD%9C
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 印前制作
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E5%8D%B0%E5%89%8D%E5%88%B6%E4%BD%9C
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 10
- verified: false
- size_tier: nano

## Engagement
- status: not_measurable_on_platform
- status_note: This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI工作流搭建, 刀模参数自动生成, 文档与文件自动化整理, 自媒体内容多平台分发, 知识库一键入库

## Audience (inferred)
- status: present
- description: pre-press production professionals, content creators, and workplace executors needing AI automation for daily tasks
- roles: automation
- seniority: practitioner
- pain_points: Die-cutting and box design still require manual drawing, resulting in low efficiency, Time-consuming cross-platform document organization and repetitive content creation, Lack of automated tools for local file cleanup and knowledge base building
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_basis: unmeasured
- 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
- [wechat_印前制作#9072c69b] 【图文0863期】AI工作流03:刀模类——还在手画刀模?提示词一触发,盒形参数自动出刀线 (https://weixin.sogou.com/weixin?type=1&query=%E5%8D%B0%E5%89%8D%E5%88%B6%E4%BD%9C)
- [wechat_印前制作#e740cf9b] 【图文0861期】AI工作流02:文档整理类——发指令自动执行微信、QQ文档整理(以字体为例)
- [wechat_印前制作#3b0bdc95] 【图文0862期】AI工作流03:清理优化类——C盘清理与U盘优化
- [wechat_印前制作#4c76f28e] 【图文0864期】AI工作流05:自媒体类——别再一个内容写三遍!公众号+B站+小红书,AI一条管线通吃
- [wechat_印前制作#9f0b18d1] 【图文0865期】AI工作流06:知识库类——原创+搬运全收!B站/公众号/视频号,一条管线通通塞进ima知识库
- [wechat_印前制作#20016876] 【图文0863期】AI工作流04:刀模类——还在手画刀模?提示词一触发,盒形参数自动出刀线
- [wechat_印前制作#3dafb132] 【图文0867期】AI工作流07:视频类——一路踩坑,4小时在WorkBuddy搭建好AI视频生成专属工作流
- [wechat_印前制作#a194e962] 【图文0881期】AI工作流07:知识库类——943个网址快捷方式,全自动塞进 ima 知识库

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=1, 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=1, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, 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=1, method=This profile has not been scored yet. The stored value is a placeholder, not a measurement, and is reported as null rather than as a low score. — 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=1, method=llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 1
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 10
- 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=wechat_%E5%8D%B0%E5%89%8D%E5%88%B6%E4%BD%9C
- Request removal: https://koinonlink.com/claim?k=wechat_%E5%8D%B0%E5%89%8D%E5%88%B6%E4%BD%9C
- Terms: https://koinonlink.com/for-ai