Agent skill

Effect Monitoring

by vivy-yi in 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…

No licenceAuto-check passedMarketing & SEO

Install Effect Monitoring

skills CLI
$ npx skills add vivy-yi/xiaohongshu-skills --skill effect-monitoring -a claude-code

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

GitHub CLI
$ gh skill install vivy-yi/xiaohongshu-skills effect-monitoring --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/07-营销推广/effect-monitoring' .claude/skills/effect-monitoring && 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
effect-monitoring
GitHub stars
481
Used in
1 other repo
Token cost
~4.5k tokens
SKILL.md length
699 words
Files
1
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

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

  • Works in 7 steps: Define Monitoring Objectives → Set Up Tracking Infrastructure → Monitor Exposure Metrics → …
  • Monitoring Xiaohongshu marketing campaign performance
  • 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

Effect Monitoring is an agent skill from vivy-yi/xiaohongshu-skills. Use when monitoring Xiaohongshu marketing campaign performance, tracking promotion effectiveness, analyzing advertising ROI, measuring influencer collaboration results, evaluating activity success rates, or optimizing marketing spend allocation

Its SKILL.md is about 4.5k 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 Marketing & SEO, covering Influencer and creator marketing. It works with Xiaohongshu. 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 Xiaohongshu marketing campaign performance
  • Tracking promotion effectiveness
  • Analyzing advertising ROI
  • Measuring influencer collaboration results

Example prompts

  • “/effect-monitoring”

Workflow steps

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

  1. Define Monitoring Objectives
  2. Set Up Tracking Infrastructure
  3. Monitor Exposure Metrics
  4. Monitor Engagement Metrics
  5. Monitor Conversion Metrics
  6. Calculate and Analyze ROI
  7. Generate Performance Reports

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

Effect Monitoring loads about 4.5k tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 699 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k

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 699 words (~4,466 tokens).

“Effect monitoring is the systematic tracking and analysis of marketing campaign performance on Xiaohongshu, measuring ROI, engagement, conversion, and overall impact to optimize future marketing investments and strategy decisions.”

— opening of SKILL.md by vivy-yi
name
effect-monitoring

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/07-营销推广/effect-monitoring of vivy-yi/xiaohongshu-skills.

Open the folder on GitHubat commit b42ff69

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in vivy-yi/xiaohongshu-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Effect Monitoring 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.

Effect Monitoring compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Effect Monitoring this skillvivy-yi/xiaohongshu-skills4811 repos~4.5kAutomated safety check: PassNone
Xiaohongshu User Profilebrowser-act/skills6.1k—~2kAutomated safety check: PassMIT
Kol Discoverysandbaseai/sandbase-skills203—~769Automated safety check: PassApache-2.0
Audience ResearchScrapeCreators/social-media-research-skills3.4k—~635Automated safety check: NotesMIT
Influencer Discoverytigerless-labs/influencer-discovery212—~2.5kAutomated safety check: NotesNone
Opencloneteam-attention/openclone130—~2.6kAutomated safety check: NotesMIT

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  • Account Safety

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Works with

Categories

Questions about Effect Monitoring

What does Effect Monitoring do?

A skill your agent uses when monitoring Xiaohongshu marketing campaign performance, tracking promotion effectiveness, analyzing advertising ROI, measuring influencer collaboration results…. Effect Monitoring is an agent skill from vivy-yi/xiaohongshu-skills.

When should I use Effect Monitoring?

Effect Monitoring fits situations like: monitoring Xiaohongshu marketing campaign performance; tracking promotion effectiveness; analyzing advertising ROI; measuring influencer collaboration results.

How do I install Effect Monitoring in Claude Code?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill effect-monitoring -a claude-code`. Or copy the skill folder (skills/07-营销推广/effect-monitoring in vivy-yi/xiaohongshu-skills) into .claude/skills/effect-monitoring in your project. Claude Code loads it when a task matches its description.

How do I install Effect Monitoring in Codex?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill effect-monitoring -a codex`. Or copy the skill folder (skills/07-营销推广/effect-monitoring in vivy-yi/xiaohongshu-skills) into .agents/skills/effect-monitoring in your project. Codex loads it when a task matches its description.

Can I use Effect Monitoring 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 effect-monitoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/effect-monitoring, .gemini/skills/effect-monitoring, .github/skills/effect-monitoring and .opencode/skills/effect-monitoring in your project.

What does Effect Monitoring need to run?

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

Does Effect Monitoring 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 Effect Monitoring 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 Effect Monitoring use?

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

How many tokens does Effect Monitoring use?

About 4.5k tokens (SKILL.md is roughly 18k 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 Effect Monitoring?

Skills that share tags, products or a category with Effect Monitoring: Xiaohongshu User Profile (browser-act/skills, 6.1k stars), Kol Discovery (sandbaseai/sandbase-skills, 203 stars), Audience Research (ScrapeCreators/social-media-research-skills, 3.4k stars) and Influencer Discovery (tigerless-labs/influencer-discovery, 212 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Effect Monitoring?

vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 481 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.