# 程序员接单群 (@程序员接单群) on wechat

- id: koinon:creator:wechat_程序员接单群
- url: https://koinonlink.com/kol/wechat/%E7%A8%8B%E5%BA%8F%E5%91%98%E6%8E%A5%E5%8D%95%E7%BE%A4
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 程序员接单群
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%A8%8B%E5%BA%8F%E5%91%98%E6%8E%A5%E5%8D%95%E7%BE%A4
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 2
- 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: devtools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Hiring developers, Project requirements clarity, Developer quality assessment, Protecting business ideas, AI's impact on development hiring, Matching ideas with technical execution

## Audience (inferred)
- status: present
- description: Startup founders and non-technical product managers looking to hire developers for their projects
- roles: sales
- seniority: decision_maker
- pain_points: Struggling to find reliable and skilled developers, Frustrated by miscommunication between their requirements and the final product, Worried about their ideas being copied by developers, Having difficulty evaluating what makes a good development project
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: platform_default
- 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_程序员接单群#eba6fb06] 程序员眼中的好项目是什么样的?满足这3点他们抢着做 (https://weixin.sogou.com/weixin?type=1&query=%E7%A8%8B%E5%BA%8F%E5%91%98%E6%8E%A5%E5%8D%95%E7%BE%A4)
- [wechat_程序员接单群#5f8ef5e8] 程序员接单群:从0到1,帮你找到最合适的开发者
- [wechat_程序员接单群#e99475fb] 为什么你找的程序员做的界面总是很丑?原因在这里
- [wechat_程序员接单群#1db9df68] AI时代,老板还需要找程序员吗?真相让人意外
- [wechat_程序员接单群#4abaf8a4] 老板如何保护自己的商业想法不被程序员抄袭?这3招最管用
- [wechat_程序员接单群#6e24dad4] 程序员接单群:让每一个好想法都能被实现
- [wechat_程序员接单群#df58f612] 老板找程序员,别再犯这3个低级错误了
- [wechat_程序员接单群#1a95ca62] 你的项目需求,程序员为什么总是理解错?

## 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=39, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=39, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=39, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=39, 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=39, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=39, 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=39, method=Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, not a measurement. — 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=39, 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=39, method=platform_profile

## Freshness
- profile_checked_days_ago: 39
- content_analysed_days_ago: 39
- audience_updated_days_ago: 39

## AI retrieval
- indexing_requests: 5
- 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_%E7%A8%8B%E5%BA%8F%E5%91%98%E6%8E%A5%E5%8D%95%E7%BE%A4
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%A8%8B%E5%BA%8F%E5%91%98%E6%8E%A5%E5%8D%95%E7%BE%A4
- Terms: https://koinonlink.com/for-ai