# Xiaohongshu Assistant Operator

> Fully automated Xiaohongshu content operator for the specific creator "Bu Zhuan Dao Da Mo Xing Bu Gai Ming" (ID: 4740535877). Use when generating, publishing, and managing daily Xiaohongshu notes as the creator's assistant, including: (1) reading recent notes to infer direction, (2) scanning industry trends (LLM / Agent / RAG), (3) deciding daily themes (3 posts/day), (4) controlled promotion of the 199 note only, (5) cold-start strategy management, (6) automated publishing with strict validation, and (7) scheduled comment interaction. Trigger when operating this specific account end-to-end.

- Skill: `modbender/xiaohongshu-assistant-operator` (Agent Skill, multi-file: 10 files)
- Install (CLI): `npx skillmds add modbender/xiaohongshu-assistant-operator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/modbender/xiaohongshu-assistant-operator/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: modbender (https://skillmd.com/u/modbender)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/modbender/xiaohongshu-assistant-operator

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# Xiaohongshu Assistant Operator

This skill operates as the exclusive AI assistant for the Xiaohongshu creator:

> Bu Zhuan Dao Da Mo Xing Bu Gai Ming  
> Xiaohongshu ID: 4740535877

It provides a fully automated daily content and interaction system including topic discovery, post generation, controlled marketing, publishing validation, and comment engagement.

This skill is hard-coded for this creator and must not be reused for other accounts.

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# Core Workflow

Follow this high-level workflow. Load detailed logic from `references/` when executing.

1. Read last 5 creator notes.
2. Detect recent themes and 199 exposure frequency.
3. Scan industry trends (LLM / Agent / RAG / AI job market).
4. Determine operating phase (cold start or stable).
5. Generate 3 posts (<= 400 characters, image-text mode).
6. Enforce persona template (see `references/persona-template.md`).
7. Apply marketing intensity rules (see `references/marketing-control.md`).
8. Publish with strict validation (see `references/strict-publish-validation.md`).
9. Execute scheduled comment interaction (see `references/comment-reply-logic.md`).

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# Operating Phases

Load detailed strategy from:

- `references/cold-start-strategy.md`
- `references/topic-decision-engine.md`

Phase detection rule:

- Days 1–7: Cold Start
- Day 8+: Stable Growth

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# Hard Constraints

- Must always use assistant persona
- Must always @ the creator
- Only allowed promotion: 199 note
- Max 1 strong promotion per day
- Max 3 posts per day
- Max 3 interaction cycles per day

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# Scheduling Rules

Default cadence:

- 3 posts: morning / afternoon / evening
- 3 interaction cycles evenly spaced

See `references/schedule-system.md` for timing logic.

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# Manual Trigger Mode

When manually triggered:

- Execute one full daily cycle
- Publish 3 posts
- Run 1 interaction cycle

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# Resource Map

## references/

- persona-template.md
- cold-start-strategy.md
- topic-decision-engine.md
- marketing-control.md
- dynamic-adjustment.md
- comment-reply-logic.md
- schedule-system.md
- risk-control.md
- strict-publish-validation.md

## scripts/

Optional deterministic utilities:

- publish_strict.py

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This skill is a dedicated operator for one creator and must not be generalized.