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Account Weight

Community
vivy-yi
account-weight

Use when understanding Xiaohongshu account authority, improving algorithm performance, recovering from low-weight status, or diagnosing why content has low reach

Overview

Publishervivy-yi
Repositoryxiaohongshu-skills
Skill nameaccount-weight
Stars
502
Forks
76
Bundled files
Instructions only
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by vivy-yi on GitHub. Read the source before you install it.

Installation

Install the Account Weight AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/05-平台规则/account-weight
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Use it in TypingMind

Enable Account Weight in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Account Weight on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Account Weight is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Account Weight (账号权重)

Overview

Account weight is Xiaohongshu's internal authority score for your account - based on consistency, content quality, community compliance, and engagement history - which determines how much the algorithm amplifies your content.

When to Use

Use when:

  • Content reach suddenly drops
  • Account is shadowbanned or restricted
  • Diagnosing performance issues
  • Building new account authority
  • Recovering from policy violations

Do NOT use when:

  • Need content optimization (use content-performance-analysis)
  • Checking if content was removed (use violation-handling)

Core Pattern

Before (low weight account):

❌ Inconsistent posting
❌ Low quality content
❌ Community violations
❌ Poor engagement
❌ Algorithm suppresses content

After (high weight account):

✅ Consistent posting schedule
✅ High quality content
✅ Follows all guidelines
✅ Strong engagement
✅ Algorithm boosts content

5 Account Weight Factors:

  1. Consistency - Regular posting frequency
  2. Content Quality - Valuable, not spammy
  3. Compliance - Follows community guidelines
  4. Engagement - Likes, comments, shares
  5. Account Age - Longer = more authority (if healthy)

Quick Reference

FactorImpactImprovement TimeHow to Improve
ConsistencyHigh2-4 weeksPost 3-4x/week regularly
QualityHighImmediateCreate valuable content
ComplianceCritical1-4 weeksRemove violating content
EngagementMediumOngoingEngage with audience
AgeLowMonthsConsistent good behavior

Implementation

Step 1: Diagnose Account Weight

Symptoms of low weight:

  • Views suddenly drop <100
  • Content not shown to followers
  • Low or zero explore traffic
  • Sudden drop in engagement
  • Account feels "shadowbanned"

Check:

  • Recent community guideline violations?
  • Inconsistent posting recently?
  • Content quality drop?
  • Mass unfollow event?

Step 2: Fix Consistency Issues

Consistency = #1 factor

Optimal posting:

  • 3-4 posts per week minimum
  • Spread out (not 5 posts in 1 day)
  • Same time slots (establish rhythm)
  • Quality over quantity

Recovery timeline: 2-4 weeks of consistent posting.

Step 3: Ensure Compliance

Remove risky content:

  • Delete or set to private borderline posts
  • Avoid prohibited topics
  • Disclose promotional content
  • Respect intellectual property

Review guidelines:

  • Re-read community-guidelines skill
  • Check for copyright issues
  • Ensure proper ad disclosures

Step 4: Boost Content Quality

Quality signals:

  • Original content (not reposting)
  • Value-driven (educational, entertaining)
  • High completion rates (for video)
  • Good save rates (3%+)
  • Positive engagement

Step 5: Rebuild Gradually

Recovery strategy:

  • Week 1-2: Post consistently, focus on quality
  • Week 3-4: Increase engagement, respond to comments
  • Week 5-8: Experiment with viral content
  • Monitor: Watch for view count improvements

Common Mistakes

MistakeFix
Posting too much at onceSpread content, 3-4x/week
Low quality contentFocus on value, not volume
Ignoring violationsRemove problematic content
ImpatientAccount weight takes weeks to rebuild
Giving up too soonConsistency is key

Real-World Impact

High weight accounts: Content shown to 10K+ even with 1K followers Low weight accounts: Content shown to <200 even with 10K followers

**Key metric: Account weight can make 10-50x difference in reach.


Related Skills:

  • REQUIRED: community-guidelines (ensure compliance)
  • REQUIRED: data-analytics (monitor weight recovery)
  • REQUIRED: algorithm-mechanism (understand how weight affects algorithm)
  • content-calendar (maintain consistency)
  • violation-handling (recover from violations)

Frequently asked questions

What does the Account Weight AI skill do?

Use when understanding Xiaohongshu account authority, improving algorithm performance, recovering from low-weight status, or diagnosing why content has low reach

Why use Account Weight on TypingMind?

Because you install it once and use it with any model. Account Weight is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Account Weight in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/05-平台规则/account-weight. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Account Weight?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Account Weight?

As many as you like. As long as a model supports skills, you can use Account Weight with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Account Weight AI skill free?

It is published on GitHub by vivy-yi. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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