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 vali...
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---
name: xiaohongshu-assistant-operator
description: "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."
---
# 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.
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# 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.
