What is keyword-analysis?

Guidance for researching and analyzing Xiaohongshu keywords, meaning the words people use to search for content. It covers trends, discoverability, and search-engine optimization, or SEO.

Use it to research trending topics, find search terms, optimize content, and perform SEO keyword analysis.

It helps creators choose search terms that match audience interests and improve the chance that content will be found.

keyword-analysis — Skill for Claude Code by vivy-yi/xiaohongshu-skills

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add vivy-yi/xiaohongshu-skills --skill keyword-analysis

Clone the repo

git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills

Made for: Claude Code.

Or install xiaohongshu-complete-skills, the plugin that ships this one along with the rest of its 137 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/vivy-yi/xiaohongshu-skills/keyword-analysis/github.svg)](https://agentmods.dev/skills/vivy-yi/xiaohongshu-skills/keyword-analysis)

Your own site

<a href="https://agentmods.dev/skills/vivy-yi/xiaohongshu-skills/keyword-analysis"><img src="https://agentmods.dev/badge/skills/vivy-yi/xiaohongshu-skills/keyword-analysis/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/vivy-yi/xiaohongshu-skills/keyword-analysis"><img src="https://agentmods.dev/badge/skills/vivy-yi/xiaohongshu-skills/keyword-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 6,028 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00034	$0.06028
Opus 5.5	$0.00014	$0.02411
Sonnet 5.5	$0.00007	$0.01206
Haiku 4.5	$0.00003	$0.00603

Measured 2mo ago against content hash 64d371649e17, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

keyword-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/03-数据分析/keyword-analysis/SKILL.md · 877 lines

The source is not reproduced here

No licence file

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 877 lines · 34 tokens per session scan A 64d371649e17

Subscribe to this mod's changes

keyword-analysis is a skill published in the GitHub repository vivy-yi/xiaohongshu-skills (529 stars, last pushed 9mo ago), with no licence file. It adds 34 tokens to every session and 6,028 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Marketing and SEO

keyword-analysis next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
keyword-analysisvivy-yi/xiaohongshu-skills	Skill	529	9mo ago	none	A	34	Claude Code
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	today	MIT	A	103	Claude Code