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name: xiaohongshu-assistant-operator version: 0.1.0 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.

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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.