Agent skill

Space Xhs Note Analytics

by SpaceZephyr in SpaceZephyr/creator-buddy

小红书个人笔记数据复盘——基于用户自己创作者后台(创作中心/蒲公英)的笔记数据,做漏斗定位、卡点归因和多篇横向规律发现。当用户说"笔记数据复盘""这条为什么没流量""帮我看看这条数据""小红书数据分析""曝光高但没人点""涨粉不行""哪类内容该加码""我导出了后台数据帮我看看",或直接贴出后台数据截图/CSV/Excel/几个数字时使用。只分析用户自己账号的笔记表现,不抓取平台数据、不做刷量。

No licenceAuto-check passedDocuments & Office

Install Space Xhs Note Analytics

skills CLI
$ npx skills add SpaceZephyr/creator-buddy --skill space-xhs-note-analytics -a claude-code

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

GitHub CLI
$ gh skill install SpaceZephyr/creator-buddy space-xhs-note-analytics --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/SpaceZephyr/creator-buddy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/xhs-Skills/space-xhs-note-analytics .claude/skills/space-xhs-note-analytics && 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
space-xhs-note-analytics
GitHub stars
1.6k
Token cost
~2.5k tokens
SKILL.md length
680 words
Files
2 (incl. scripts)
Skills in repo
31
Repo updated
First seen
Licence
None found

At a glance

小红书个人笔记数据复盘——基于用户自己创作者后台(创作中心/蒲公英)的笔记数据,做漏斗定位、卡点归因和多篇横向规律发现。当用户说"笔记数据复盘""这条为什么没流量""帮我看看这条数据""小红书数据分析""曝光高但没人点""涨粉不行""哪类内容该加码""我导出了后台数据帮我看看",或直接贴出后台数据截图/CSV/Excel/几个数字时使用。只分析用户自己账号的笔记表现,不抓取平台数据、不做刷量。

  • Works in 4 steps: 看分布,不看平均值 ⚠️ → 找异常值,先解释它 → 分组对比(核心方法) → …
  • Tasks that involve Excel spreadsheets
  • SKILL.md covers 定位与边界, 第一步:识别输入形态,用对起手式, 第二步:核心指标与口径 and 第三步:漏斗定位(本 skill 的核心引擎), plus 4 more sections
  • Runs Python scripts from its folder; calls python3

What it does

Space Xhs Note Analytics is an agent skill from SpaceZephyr/creator-buddy. 小红书个人笔记数据复盘——基于用户自己创作者后台(创作中心/蒲公英)的笔记数据,做漏斗定位、卡点归因和多篇横向规律发现。当用户说"笔记数据复盘""这条为什么没流量""帮我看看这条数据""小红书数据分析""曝光高但没人点""涨粉不行""哪类内容该加码""我导出了后台数据帮我看看",或直接贴出后台数据截图/CSV/Excel/几个数字时使用。只分析用户自己账号的笔记表现,不抓取平台数据、不做刷量。

Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/xhs_notes.py`).

It sits in Documents & Office, covering Excel spreadsheets and CSV and tabular files. It works with Xiaohongshu and Microsoft Excel. The repository describes itself as: Creator Buddy: orchestrated Agent Skills for cross-platform content search, creator analysis, and viral trend research.

When your agent uses it

  • Tasks that involve Excel spreadsheets
  • Tasks that involve CSV and tabular files

Example prompts

  • “笔记数据复盘”
  • “这条为什么没流量”
  • “帮我看看这条数据”
  • “/space-xhs-note-analytics”

Requirements

  • Python 3

Workflow steps

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

  1. 看分布,不看平均值 ⚠️
  2. 找异常值,先解释它
  3. 分组对比(核心方法)
  4. 时间趋势

What it can do on your machine

Read from SKILL.md and the folder at commit edf46c5. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    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

Space Xhs Note Analytics loads about 2.5k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 680 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 680 words (~2,468 tokens).

name
space-xhs-note-analytics

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in xhs-Skills/space-xhs-note-analytics of SpaceZephyr/creator-buddy.

  • SKILL.md
  • scripts/xhs_notes.py

Open the folder on GitHubat commit edf46c5

Compare with similar skills

Space Xhs Note Analytics 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.

Space Xhs Note Analytics compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Space Xhs Note Analytics this skillSpaceZephyr/creator-buddy1.6k—~2.5kAutomated safety check: PassNone
Data Table Managern8n-io/n8n207k—~2.3kAutomated safety check: PassCustom licence
Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.0
Markitshift-labs-ai/markit1.3k—~299Automated safety check: PassMIT
Convert Fileduckdb/duckdb-skills6001 repos~720Automated safety check: NotesMIT
Research Integrity Auditxuzhougeng/wisp-science1k—~2.6kAutomated safety check: PassAGPL-3.0

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Questions about Space Xhs Note Analytics

What does Space Xhs Note Analytics do?

小红书个人笔记数据复盘——基于用户自己创作者后台(创作中心/蒲公英)的笔记数据,做漏斗定位、卡点归因和多篇横向规律发现。当用户说"笔记数据复盘""这条为什么没流量""帮我看看这条数据""小红书数据分析""曝光高但没人点""涨粉不行""哪类内容该加码""我导出了后台数据帮我看看",或直接贴出后台数据截图/CSV/Excel/几个数字时使用。只分析用户自己账号的笔记表现,不抓取平台数据、不做刷量。. Space Xhs Note Analytics is an agent skill from SpaceZephyr/creator-buddy.

When should I use Space Xhs Note Analytics?

Space Xhs Note Analytics fits situations like: tasks that involve Excel spreadsheets; tasks that involve CSV and tabular files.

How do I install Space Xhs Note Analytics in Claude Code?

Run `npx skills add SpaceZephyr/creator-buddy --skill space-xhs-note-analytics -a claude-code`. Or copy the skill folder (xhs-Skills/space-xhs-note-analytics in SpaceZephyr/creator-buddy) into .claude/skills/space-xhs-note-analytics in your project. Claude Code loads it when a task matches its description.

How do I install Space Xhs Note Analytics in Codex?

Run `npx skills add SpaceZephyr/creator-buddy --skill space-xhs-note-analytics -a codex`. Or copy the skill folder (xhs-Skills/space-xhs-note-analytics in SpaceZephyr/creator-buddy) into .agents/skills/space-xhs-note-analytics in your project. Codex loads it when a task matches its description.

Can I use Space Xhs Note Analytics 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 SpaceZephyr/creator-buddy --skill space-xhs-note-analytics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/space-xhs-note-analytics, .gemini/skills/space-xhs-note-analytics, .github/skills/space-xhs-note-analytics and .opencode/skills/space-xhs-note-analytics in your project.

What does Space Xhs Note Analytics need to run?

Going by SKILL.md and its folder, Space Xhs Note Analytics needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Space Xhs Note Analytics 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 Space Xhs Note Analytics 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Space Xhs Note Analytics use?

No licence was found for Space Xhs Note Analytics or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Space Xhs Note Analytics use?

About 2.5k tokens (SKILL.md is roughly 9.9k 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 Space Xhs Note Analytics?

Skills that share tags, products or a category with Space Xhs Note Analytics: Data Table Manager (n8n-io/n8n, 207k stars), Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Markit (shift-labs-ai/markit, 1.3k stars) and Convert File (duckdb/duckdb-skills, 600 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Space Xhs Note Analytics?

SpaceZephyr (a GitHub user) maintains it in SpaceZephyr/creator-buddy, which has 1,586 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on August 26, 2026.

Source: SpaceZephyr/creator-buddy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.