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.
Best use case
xiaohongshu-assistant-operator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
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.
Teams using xiaohongshu-assistant-operator should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/xiaohongshu-assistant-operator/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How xiaohongshu-assistant-operator Compares
| Feature / Agent | xiaohongshu-assistant-operator | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 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. --- # 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`). --- # 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 --- # 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 --- # Scheduling Rules Default cadence: - 3 posts: morning / afternoon / evening - 3 interaction cycles evenly spaced See `references/schedule-system.md` for timing logic. --- # Manual Trigger Mode When manually triggered: - Execute one full daily cycle - Publish 3 posts - Run 1 interaction cycle --- # 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 --- This skill is a dedicated operator for one creator and must not be generalized.
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