# 小小小N. (@小小小N.) on wechat

- id: koinon:creator:wechat_小小小n.
- url: https://koinonlink.com/kol/wechat/%E5%B0%8F%E5%B0%8F%E5%B0%8FN.
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 小小小N.
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E5%B0%8F%E5%B0%8F%E5%B0%8FN.
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 12
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI公文写作工具对比, 公文提示词编写与优化, 材料星使用体验, 去AI味技巧, 知识库与文风模仿

## Audience (inferred)
- status: present
- description: Administrative staff, secretaries, and workplace writers in enterprises, government agencies, or public institutions who need to draft official documents, reports, and speeches
- roles: content
- seniority: practitioner
- pain_points: AI-generated official documents sound too robotic and hard to refine, Lack of high-quality, comprehensive prompt templates for various official writing scenarios, Knowledge bases fail to effectively mimic the writing styles of different leaders or organizations, High learning curve and low efficiency for beginners using AI for official document writing
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 1
- 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_小小小n.#ba83439c] 我一直在找ai公文写作软件哪个好用,后来先留下材料星,材料星让我的稿子不再重写 (https://weixin.sogou.com/weixin?type=1&query=%E5%B0%8F%E5%B0%8F%E5%B0%8FN.)
- [wechat_小小小n.#a2b0b59c] ai写作提示词怎么写?材料星帮你理清思路
- [wechat_小小小n.#721f2ca8] 同事用ai公文写作提示词材料星和文心一言对比:谁的ai味更浓,去ai味效果怎么样
- [wechat_小小小n.#69d90772] ai公文写作提示词哪里有?材料星里的提示词出稿质量怎么样?新人容易上手吗
- [wechat_小小小n.#72a68918] 公文写作ai软件有哪些?写作知识库在哪里找?材料星的知识库能不能模仿不同领导的文风
- [wechat_小小小n.#e939f86a] 公文写作ai软件有哪些提示词能用?材料星提示词库覆盖多少场景,怎么改成自己的提示词
- [wechat_小小小n.#e84b565d] 公文写作ai工具有哪些好用?我用材料星写讲话稿没被领导打回,还被领导夸了
- [wechat_小小小n.#a0ea07e8] ai公文写作工具哪个靠谱?材料星实操测评

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=42, 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=42, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=42, 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=42, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- content_analysed_days_ago: 42
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 11
- 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%B0%8F%E5%B0%8F%E5%B0%8Fn.
- Request removal: https://koinonlink.com/claim?k=wechat_%E5%B0%8F%E5%B0%8F%E5%B0%8Fn.
- Terms: https://koinonlink.com/for-ai