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矩阵号分析

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.

personAuthor: user_d467e03ahubcommunity
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xhs-matrix-identify — 矩阵账号识别

Detects multi-account distribution matrices on Xiaohongshu (主号 + 主播号 + 切片号 + 助理号 patterns) and proposes a realistic single-person 2-account variant for the user.

When to use

User asks:

  • 「<url> 这个号背后有几个分号？」
  • 「找下心理赛道有哪些矩阵号」
  • 「我能不能学这个矩阵玩法」
  • 「Find sub-accounts for this xhs creator」

Quick start

python3 shared/lib/cli.py matrix-identify \
  --target-url "https://www.xiaohongshu.com/user/profile/<id>?xsec_token=..." \
  --peer 谢胜子   # optional: include a known heavy-matrix benchmark for comparison

If --peer omitted, the skill picks a default heavy-matrix benchmark from same niche (e.g., 谢胜子 for 心理/成长 niche).

What it produces

Single comparison docx in Feishu folder with 4 sections:

  1. 矩阵主体识别 — main account + candidate sub-accounts (table with user_id / form / positioning / TOP likes)
  2. 内容分发逻辑 — same-source-different-angle distribution rules (核心增值)
  3. 矩阵杠杆量化 — total exposure × N estimation
  4. 可借鉴 / 不可借鉴 + Joyce 单人现实方案 — explicit 「don't try to copy heavy matrix if you don't have a team; here's a realistic 2-account light matrix design」

Workflow detail

See workflow.md.

Composition with other skills

  • After this skill runs, often follow with xhs-account-decompose on each candidate sub-account for deeper analysis
  • Share findings with xhs-persona-synth to design a副号 persona

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 files saved during the run are intermediate artifacts — they are not the deliverable.

Examples

See examples.md and ../../examples/matrix_identify_sample.md.