Agent skill

Performance Tracking

by vivy-yi in vivy-yi/xiaohongshu-skills

A skill your agent uses when monitoring account analytics, tracking growth metrics, or measuring content performance

No licenceAuto-check passedData & Analytics

Install Performance Tracking

skills CLI
$ npx skills add vivy-yi/xiaohongshu-skills --skill performance-tracking -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install vivy-yi/xiaohongshu-skills performance-tracking --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/02-账号运营/performance-tracking' .claude/skills/performance-tracking && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
performance-tracking
GitHub stars
478
Token cost
~7.1k tokens
SKILL.md length
3,246 words
Files
1
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when monitoring account analytics, tracking growth metrics, or measuring content performance

  • Works in 7 steps: Define Clear Goals and KPIs → Set Up Tracking System → Track Content Performance → …
  • Monitoring account analytics
  • SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Performance Tracking is an agent skill from vivy-yi/xiaohongshu-skills. Use when monitoring account analytics, tracking growth metrics, or measuring content performance

Its SKILL.md is about 7.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Product analytics and Content marketing. The repository describes itself as: 139个完整的小红书运营技能 - Claude Code 技能插件系统。覆盖内容创作、账号运营、互动运营、数据分析、电商转化、平台规则、工具生态、营销推广、增长策略9大分类。

When your agent uses it

  • Monitoring account analytics
  • Tracking growth metrics
  • Measuring content performance

Example prompts

  • “/performance-tracking”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Define Clear Goals and KPIs
  2. Set Up Tracking System
  3. Track Content Performance
  4. Track Timing and Frequency
  5. Track Audience Insights
  6. Analyze Competitor Performance
  7. Generate Insights and Take Action

What it can do on your machine

Read from SKILL.md and the folder at commit b42ff69. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Performance Tracking loads about 7.1k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 3,246 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~7.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 3,246 words (~7,056 tokens).

“Performance tracking is the systematic measurement and analysis of account metrics to understand what's working, what's not, and how to improve your Xiaohongshu strategy. Data removes guesswork—instead of relying on intuition or vanity metrics, you make decisions based on real…”

— opening of SKILL.md by vivy-yi
name
performance-tracking

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/02-账号运营/performance-tracking of vivy-yi/xiaohongshu-skills.

Open the folder on GitHubat commit b42ff69

Compare with similar skills

Performance Tracking next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Performance Tracking compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Performance Tracking this skillvivy-yi/xiaohongshu-skills478—~7.1kAutomated safety check: PassNone
Analytics Trackingfreekmurze/dotfiles1k12 repos~2kAutomated safety check: PassNone
Analytics Trackingkostja94/marketing-skills1k—~1.5kAutomated safety check: PassMIT
Analytics Trackingalirezarezvani/claude-skills28k1 repos~3.8kAutomated safety check: PassMIT
Apify Content Analyticssickn33/agentic-awesome-skills47k2 repos~1.2kAutomated safety check: NotesMIT
Data And Funnel Analyticsmanojbajaj95/claude-gtm-plugin105—~2.9kAutomated safety check: PassMIT

Similar skills

  • Analytics Tracking

    freekmurze/dotfiles

    When the user wants to set up, improve, or audit analytics tracking and measurement.

    1k GitHub starsUsed in 12 repos~2k tokens
    Data & AnalyticsAuto-check passed
  • Analytics Tracking

    kostja94/marketing-skills

    When the user wants to set up, audit, or optimize analytics tracking (GA4, events, conversions).

    1k GitHub stars~1.5k tokensUpdated 3 days ago
    Data & AnalyticsAuto-check passed
  • Analytics Tracking

    alirezarezvani/claude-skills

    Set up, audit, and debug analytics tracking implementation — GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality.

    28k GitHub starsUsed in 1 repo~3.8k tokens
    Data & AnalyticsAuto-check passed
  • Apify Content Analytics

    sickn33/agentic-awesome-skills

    Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.

    47k GitHub starsUsed in 2 repos~1.2k tokens
    Data & AnalyticsAuto-check: notes
  • Data And Funnel Analytics

    manojbajaj95/claude-gtm-plugin

    Analytics tracking, interpretation, funnel analysis, product metrics, and ROI measurement.

    105 GitHub stars~2.9k tokensUpdated 20 days ago
    Data & AnalyticsAuto-check passed
  • Analytics Tracking Automation

    jtrackingai/analytics-tracking-automation

    A skill your agent uses when you need GA4 + GTM tracking delivery from site discovery through publish, or when the right phase entry point is still unclear.

    142 GitHub stars~2.8k tokensUpdated 5 mo ago
    Data & AnalyticsAuto-check passed

More from vivy-yi/xiaohongshu-skills

All 123 skills in this repo
  • Effect Monitoring

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when monitoring Xiaohongshu marketing campaign performance, tracking promotion effectiveness, analyzing advertising ROI, measuring influencer collaboration results…

    478 GitHub starsUsed in 1 repo~4.5k tokens
    Auto-check passed
  • Traffic Acquisition

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when driving traffic to Xiaohongshu account from external sources, acquiring new followers beyond organic discovery, implementing multi-platform growth strategy, or scaling…

    478 GitHub starsUsed in 1 repo~4k tokens
    Auto-check passed
  • Account Authentication

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when applying for Xiaohongshu account verification (blue check), understanding verification types and benefits, preparing verification application materials, or increasing…

    478 GitHub stars~4.7k tokensUpdated 8 mo ago
    Auto-check passed
  • Account Positioning

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when starting new Xiaohongshu accounts, struggling with unclear content direction, receiving inconsistent engagement, or needing to define target audience and vertical domain

    478 GitHub stars~1.2k tokensUpdated 8 mo ago
    Auto-check passed
  • Account Safety

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when needing to protect account from hacking, unauthorized access, suspension, or other security threats on Xiaohongshu

    478 GitHub stars~1.5k tokensUpdated 8 mo ago
    Auto-check passed
  • Account Security

    vivy-yi/xiaohongshu-skills

    A skill your agent uses when protecting Xiaohongshu account from unauthorized access, preventing account theft, recovering compromised accounts, or implementing security measures to safeguard…

    478 GitHub stars~4.9k tokensUpdated 8 mo ago
    Auto-check passed

Questions about Performance Tracking

What does Performance Tracking do?

A skill your agent uses when monitoring account analytics, tracking growth metrics, or measuring content performance. Performance Tracking is an agent skill from vivy-yi/xiaohongshu-skills.

When should I use Performance Tracking?

Performance Tracking fits situations like: monitoring account analytics; tracking growth metrics; measuring content performance.

How do I install Performance Tracking in Claude Code?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill performance-tracking -a claude-code`. Or copy the skill folder (skills/02-账号运营/performance-tracking in vivy-yi/xiaohongshu-skills) into .claude/skills/performance-tracking in your project. Claude Code loads it when a task matches its description.

How do I install Performance Tracking in Codex?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill performance-tracking -a codex`. Or copy the skill folder (skills/02-账号运营/performance-tracking in vivy-yi/xiaohongshu-skills) into .agents/skills/performance-tracking in your project. Codex loads it when a task matches its description.

Can I use Performance Tracking in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add vivy-yi/xiaohongshu-skills --skill performance-tracking -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/performance-tracking, .gemini/skills/performance-tracking, .github/skills/performance-tracking and .opencode/skills/performance-tracking in your project.

What does Performance Tracking need to run?

SKILL.md names no scripts, command-line tools or credentials: Performance Tracking is instructions for the agent only.

Does Performance Tracking access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Performance Tracking safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Performance Tracking use?

No licence was found for Performance Tracking or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Performance Tracking use?

About 7.1k tokens (SKILL.md is roughly 28k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Performance Tracking?

Skills that share tags, products or a category with Performance Tracking: Analytics Tracking (freekmurze/dotfiles, 1k stars), Analytics Tracking (kostja94/marketing-skills, 1k stars), Analytics Tracking (alirezarezvani/claude-skills, 28k stars) and Apify Content Analytics (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Performance Tracking?

vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 478 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on January 23, 2026.

Source: vivy-yi/xiaohongshu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.