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xhs-viral-pulse

스타4

포크1

업데이트2026년 4월 28일 00:26

Generates a 5-section weekly viral content report for Xiaohongshu (小红书) — searches keywords, ranks TOP 30 viral notes, extracts title formulas, mines pain points from real comments, and recommends TOP 10 content topics. Output goes to a Feishu folder. Use when the user asks to 拆解本周爆款 / 跑爆款周报 / 看 X 赛道爆款 / 做内容选题 / 这周 X 关键词热门 / weekly viral report / xiaohongshu trending content / decompose viral notes for content planning.

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

Manus에서 실행

출처

Jeorrysyd

Jeorrysyd/xhs-viral-decoder

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Manus에서 실행

xhs-viral-pulse — 小红书爆款周报

Pulls TOP 30 viral notes for given keywords, mines real-comment pain points, and outputs a 5-section actionable weekly report to Feishu.

When to use

User asks (in any language):

「拆解本周心理赛道的同款爆款」
「跑下本周关键词 X/Y/Z 的爆款周报」
「我这周该写什么选题？」
「Generate this week's viral pulse for [niche]」

Quick start

# 1. Check dependencies (only first time)
bash skills/../tests/verify_install.sh

# 2. Run the workflow
python3 shared/lib/cli.py viral-pulse \
  --keywords 情绪管理,内耗,自我疗愈 \
  --persona path/to/persona.json    # optional, omit to skip rewrite section

What it produces (in Feishu folder)

数据排行榜 TOP 30 — table with likes / collects / comments / author / fans / category
爆款内容框架分析 — high-frequency title formulas (P1-P10) + form distribution + opinion category breakdown
核心信息点汇总 — TOP 20 hot topic words + 8 pain-point buckets with real verbatim comment quotes (IP + likes + source attribution)
本周可用爆款选题建议 TOP 10 — each topic anchored to specific TOP 30 viral notes
数据规律总结 — quantitative baselines (median likes, low-fan viral %, form ROI, formula upvote rate)

Plus a 58-row CSV of full data, importable as a native Feishu sheet.

Workflow detail

See workflow.md for the full step-by-step (data fetch → analyze → render → push).

Composition with other skills

Common chains:

xhs-viral-pulse → xhs-viral-rewrite (uses TOP 30 as input for persona-based rewrites)
xhs-viral-pulse → xhs-trend-scan (mines emerging concepts from same dataset)

Failure modes — feishu output is REQUIRED

The skill must end with a Feishu doc URL handed back to the user. If feishu push fails for any reason, stop and ask the user to fix the configuration. Do NOT silently degrade to local-only output.

Failure	Action
`lark-cli` binary not in PATH	STOP. Tell user to install lark-cli per setup/02_install_lark_cli.md.
`lark-cli` auth expired (`LarkAuthExpired`)	STOP. Tell user: `lark-cli auth login --as bot`
Bot lacks scope (`LarkScopeMissing`)	STOP. Show the `scope_url` from the error; user grants in 1 click in 飞书 console.
`config.yaml` missing `feishu.folder_token`	STOP. Tell user to edit `config.yaml`.

Local markdown / JSON / xlsx files saved during the run are intermediate artifacts — they are not the deliverable.

Examples

See examples.md for a full sample report.

이 저장소의 다른 Skills

같은 저장소

xhs-persona-synth

Jeorrysyd/xhs-viral-decoder

Auto-generates a Xiaohongshu (小红书) creator persona JSON from the account's bio + recent posts using a 6-stratum classification lens (cognitive / healing / how-to / academic / women's growth / lifestyle). Produces ready-to-use persona file driving downstream rewrite + content workflows. Use when the user says 我账号是 X / 帮我生成 persona / 自动建人设档案 / 我的小红书是 X / persona init / generate persona for my xiaohongshu account.

2026-04-284

xhs-account-decompose

Jeorrysyd/xhs-viral-decoder

Performs deep teardown of a single Xiaohongshu (小红书) creator account — extracts profile, existing tags, audience persona from comment IPs, title formulas, content forms, and concrete improvement directions. Use when the user asks to 拆解这个博主 / 拆这个号 / 分析对标账号 / 这个账号怎么做起来的 / 学这个博主怎么做 / decompose this xhs creator / analyze this xiaohongshu account.

2026-04-284

xhs-matrix-identify

Jeorrysyd/xhs-viral-decoder

Identifies whether a Xiaohongshu (小红书) creator runs a multi-account distribution matrix and surfaces 3-15 candidate matrix accounts with role-based分工分析. Distinguishes light matrix (3 accounts, natural formation) vs heavy matrix (10+ accounts, intentional buildup like 谢胜子). Use when the user asks to 找矩阵号 / 这博主有几个分号 / 矩阵分发拆解 / 分号联动 / matrix account analysis / find xhs sub-accounts.

2026-04-284

xhs-trend-scan

Jeorrysyd/xhs-viral-decoder

Detects emerging concept words on Xiaohongshu (小红书) before they go mainstream — extracts 2-4 char Chinese n-grams from recent viral notes, filters against a 5000-word common lexicon baseline, and ranks by recency × viral note appearance × time concentration. Surfaces words like 「奥德赛时期」 1-2 weeks before mainstream pickup. Use when the user asks to 找新概念词 / 流行新词 / 哪些词刚开始火 / 新冒出来的词 / 早期热词识别 / trend scan / emerging concepts.

2026-04-284

xhs-viral-rewrite

Jeorrysyd/xhs-viral-decoder

Rewrites Xiaohongshu (小红书) TOP 30 viral note titles into bespoke versions matching a creator's persona — 「萧萧Carol-style」 distillation of 「validated viral hook + my own identity angle = a title I can actually shoot」. Replaces TOP 10 generic topic suggestions with persona-anchored variants. Use when the user asks to 按我人设改写爆款 / 套我人设 / 把爆款翻译成我能拍的版本 / persona rewrite / bespoke viral title rewrite.

2026-04-284

name

xhs-viral-pulse

description

xhs-viral-pulse — 小红书爆款周报

Pulls TOP 30 viral notes for given keywords, mines real-comment pain points, and outputs a 5-section actionable weekly report to Feishu.

When to use

User asks (in any language):

「拆解本周心理赛道的同款爆款」
「跑下本周关键词 X/Y/Z 的爆款周报」
「我这周该写什么选题？」
「Generate this week's viral pulse for [niche]」

Quick start

# 1. Check dependencies (only first time)
bash skills/../tests/verify_install.sh

# 2. Run the workflow
python3 shared/lib/cli.py viral-pulse \
  --keywords 情绪管理,内耗,自我疗愈 \
  --persona path/to/persona.json    # optional, omit to skip rewrite section

What it produces (in Feishu folder)

数据排行榜 TOP 30 — table with likes / collects / comments / author / fans / category
爆款内容框架分析 — high-frequency title formulas (P1-P10) + form distribution + opinion category breakdown
核心信息点汇总 — TOP 20 hot topic words + 8 pain-point buckets with real verbatim comment quotes (IP + likes + source attribution)
本周可用爆款选题建议 TOP 10 — each topic anchored to specific TOP 30 viral notes
数据规律总结 — quantitative baselines (median likes, low-fan viral %, form ROI, formula upvote rate)

Plus a 58-row CSV of full data, importable as a native Feishu sheet.

Workflow detail

See workflow.md for the full step-by-step (data fetch → analyze → render → push).

Composition with other skills

Common chains:

xhs-viral-pulse → xhs-viral-rewrite (uses TOP 30 as input for persona-based rewrites)
xhs-viral-pulse → xhs-trend-scan (mines emerging concepts from same dataset)

Failure modes — feishu output is REQUIRED

Failure	Action
`lark-cli` binary not in PATH	STOP. Tell user to install lark-cli per setup/02_install_lark_cli.md.
`lark-cli` auth expired (`LarkAuthExpired`)	STOP. Tell user: `lark-cli auth login --as bot`
Bot lacks scope (`LarkScopeMissing`)	STOP. Show the `scope_url` from the error; user grants in 1 click in 飞书 console.
`config.yaml` missing `feishu.folder_token`	STOP. Tell user to edit `config.yaml`.

Local markdown / JSON / xlsx files saved during the run are intermediate artifacts — they are not the deliverable.

Examples

See examples.md for a full sample report.