# 独立开发日记 (@独立开发日记) on wechat

- id: koinon:creator:wechat_独立开发日记
- url: https://koinonlink.com/kol/wechat/%E7%8B%AC%E7%AB%8B%E5%BC%80%E5%8F%91%E6%97%A5%E8%AE%B0
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 独立开发日记
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%8B%AC%E7%AB%8B%E5%BC%80%E5%8F%91%E6%97%A5%E8%AE%B0
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 30
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 独立开发周记与数据复盘, 产品收入与增长案例, WWDC与苹果生态更新, 远程工作与个人生活平衡, 开发者心态与成长反思

## Audience (inferred)
- status: present
- description: Independent developers and solo founders who build products on their own and focus on monetization
- roles: dev
- seniority: practitioner
- pain_points: Income instability makes consistent profitability hard to achieve, Keeping up with tech updates and platform policy changes like WWDC, Maintaining long-term motivation and self-drive, Loneliness and execution challenges from working remotely or independently
- posts_analysed: 9
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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_独立开发日记#7514dfc5] 独立开发周记 61:一天内狂赚 330 万美元 (https://weixin.sogou.com/weixin?type=1&query=%E7%8B%AC%E7%AB%8B%E5%BC%80%E5%8F%91%E6%97%A5%E8%AE%B0)
- [wechat_独立开发日记#fa43e78c] 独立开发周记 163:你的慧根还够用吗?
- [wechat_独立开发日记#5c8ff266] 独立开发周记 63&64:4 月数据,全面下降!
- [wechat_独立开发日记#5b66c3e8] 独立开发周记 #17:WWDC23
- [wechat_独立开发日记#3fc44dba] 独立开发周记 #48:在夜之城散步
- [wechat_独立开发日记#1049aeae] 独立开发周记 #33:9 月总结
- [wechat_独立开发日记#1ca06d60] 独立开发周记 #56:新造的人
- [wechat_独立开发日记#4fe86074] 独立开发周记 #37:远程工作半个月

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, 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=56, 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: 56
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 12
- 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%8B%AC%E7%AB%8B%E5%BC%80%E5%8F%91%E6%97%A5%E8%AE%B0
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%8B%AC%E7%AB%8B%E5%BC%80%E5%8F%91%E6%97%A5%E8%AE%B0
- Terms: https://koinonlink.com/for-ai