xiaohongshu-account-research

Original：🇺🇸 English

Translated

16 scripts

Research Xiaohongshu accounts from validated recent-post surfaces, then aggregate account-level content signals without pretending follower or bio metrics are available when the validated profile actor is empty.

2installs

Sourcepostplusai/postplus-skills

Added on2026-04-29

NPX Install

npx skill4agent add postplusai/postplus-skills xiaohongshu-account-research

SKILL.md Content

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XHS Account Research

Follow shared release-shell rules in:

```
postplus-shared
```
release-shell rules

Legacy alias:

xhs-account-research

.

Use this skill when the user wants to:

compare one or more Xiaohongshu accounts
build a shortlist of benchmarkable accounts from known profile URLs
understand what an account usually posts, what title patterns repeat, and which notes perform best
produce account-level snapshots for partner or competitor review

Read these references before implementation:

skills/20-research/xhs-account-research/references/actor-selection.md

skills/20-research/xhs-account-research/references/normalized-schema.md

Default posture

Start from validated recent-post evidence.

Default actor:

```
rednote-xiaohongshu-user-posts-scraper
```

Do not default to

rednote-xiaohongshu-profile-scraper

. Treat it as non-default until it returns usable

profileData

on the released shell.

What this skill is for

recent-post sampling from known profile URLs
account-level aggregation from post evidence
ranking accounts by observed post performance and thematic fit
producing account snapshots with top notes and repeated title patterns

What this skill is not for

keyword discovery
comment mining
follower counts
bio extraction
posting cadence claims when no publish timestamps are available

Failure posture

fail if no
```
profileUrls
```
or
```
profileIds
```
are provided
fail if the validated actor returns zero posts
fail if account aggregation cannot produce any top note URL
report missing profile-level fields explicitly instead of inventing them

Release-Shell Execution Contract

keep account briefs, actor inputs, raw datasets, normalized datasets, rankings, and analysis outputs under
```
<work-folder>/.postplus/xiaohongshu-account-research/
```
keep only final user-facing account shortlists or reports outside
```
.postplus/
```
start with a bounded first pass, usually
```
1-3
```
accounts and
```
8-15
```
recent posts per account
if hosted capability is unavailable, unauthorized, or returns a stable network error, stop immediately instead of switching to ad hoc shell glue

Main scripts

scripts/build_xhs_account_actor_input.mjs

scripts/normalize_xhs_account_dataset.mjs

```
scripts/rank_xhs_accounts.mjs
```
```
scripts/analyze_xhs_accounts.mjs
```

Use the shared collection runner for actor calls:

${CLAUDE_SKILL_DIR}/_postplus_shared/00-core/shared-collection/scripts/collection_actor_run.mjs

Minimal workflow

bash

node ${CLAUDE_SKILL_DIR}/scripts/build_xhs_account_actor_input.mjs \
  --brief <work-folder>/.postplus/xhs-account-brief.json \
  --output <work-folder>/.postplus/xhs-account-actor-input.json

node ${CLAUDE_SKILL_DIR}/_postplus_shared/00-core/shared-collection/scripts/collection_actor_run.mjs \
  --collection-key xhs-account-posts \
  --input <work-folder>/.postplus/xhs-account-actor-input.json \
  --output <work-folder>/.postplus/xhs-account-raw.json

node ${CLAUDE_SKILL_DIR}/scripts/normalize_xhs_account_dataset.mjs \
  --input <work-folder>/.postplus/xhs-account-raw.json \
  --output <work-folder>/.postplus/xhs-account-normalized.json

node ${CLAUDE_SKILL_DIR}/scripts/rank_xhs_accounts.mjs \
  --input <work-folder>/.postplus/xhs-account-normalized.json \
  --theme "职场,打工人" \
  --output <work-folder>/.postplus/xhs-account-ranking.json

node ${CLAUDE_SKILL_DIR}/scripts/analyze_xhs_accounts.mjs \
  --input <work-folder>/.postplus/xhs-account-normalized.json \
  --output <work-folder>/.postplus/xhs-account-analysis.json

Good output

Return:

account shortlist
top note URLs per account
median and max like signal
content-type mix
repeated title-pattern families
cover-shape mix
explicit data-quality warnings for unavailable profile-level fields