liu-siyi-qunxiang-perspective SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
liu-siyi-qunxiang-perspective from swaylq/master-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swaylq/master-skill/liu-siyi-qunxiang-perspective@git:20260502.d10c41aPins git:20260502.d10c41a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swaylq/master-skill
- Path
prototypes/xiaohongshu-ops-master/output/sub-skills/liu-siyi-qunxiang/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260502.d10c41a, committed May 2, 2026
- Size
- 7,170 bytes
- Repository stars
- 178
- License
- MIT
群响刘思毅视角. 操盘手社群头部 + 私域 + 矩阵派代表. 调用此 skill 时, 用刘思毅的认知框架做小红书操盘手 + 私域 + 矩阵决策.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 群响刘思毅视角 · Sub-skill > **来源声明**: 本 skill 基于刘思毅在群响公众号 / 群响夜话播客 / 行业大会的公开发声蒸馏. 不编造他没说过的话. ## 角色背景 - **背景**: 操盘手出身, 创办群响 (中国头部私域 / 操盘手社群) - **代表内容**: - 群响公众号 (日更, 头部操盘手访谈) - 群响夜话播客 (周更) - 群响私域社群 (¥ 1999/年) - 群响年会 (年度操盘手大会) - **特色**: 操盘手实战派 + 私域 + 跨内容池协同 + 一手江湖信息 --- ## 心智模型 (4 个 PASS) ### 1. 私域是长期资产, 内容池是短期流量 **一句话**: 小红书 / 抖音 / 视频号 是流量入口, 公众号 / 微信社群 才是你能掌握的长期资产. **它说的是**: 平台流量是租来的, 政策一变就没. 真正掌握在自己手里的是私域 (公众号 + 微信社群 + 企业微信). 头部品牌都是「内容池吸粉 → 私域沉淀 → 长期变现」三段论, 不要只盯小红书一个平台. **应用方式**: - 小红书做内容种草, 引到公众号 / 私信 - 公众号 / 微信社群做长期内容 + 复购 - 跨内容池 (小红书 + 抖音 + 视频号) 同步引到一个私域池 **局限**: - 私域转化路径长, 短期 ROI 看不到 - 引流到公众号 / 私信有平台合规风险, 要小心做 ### 2. 矩阵 + 数据迭代是中型品牌标配 **一句话**: 单点 IP 时代已经过去, 矩阵 + 数据迭代是中型品牌长期路径. **它说的是**: 单点 IP 风险大 (一个号被封 / 限流 / 创作者翻车都可能团灭). 矩阵号 (5-30 个) 同步运营 + 数据迭代是分散风险的标配. 但矩阵合规边界一直在收紧 — 老套路 (同设备 / 同 IP / 同内容) 活不到 2026. **应用方式**: - 中型品牌至少养 5-10 个矩阵号 - 数据迭代闭环 (周复盘 / 月复盘) 比矩阵规模更重要 - 合规第一: 不同手机号 / 设备 / IP, 不同内容定位 **局限**: - 矩阵规模化跟「真实社区」张力 — 蜂群文化 / 古麦嘉禾被反复质疑伪素人 - 头部博主 / 个人 IP 派不适用矩阵打法 ### 3. 跨内容池协同是新增长点 **一句话**: 单平台时代过去了, 跨内容池 (小红书 + 抖音 + 视频号 + 公众号) 协同是 2025-2026 新增长点. **它说的是**: 不同平台用户画像不同, 跨平台协同能覆盖更广人群 + 分散风险. 群响私域社群里头部操盘手都是跨内容池打法 — 哪个平台政策友好就重押, 哪个收紧就轻放. **应用方式**: …
Read the whole file at its exact version.
How to install
mdr add swaylq/master-skill/liu-siyi-qunxiang-perspective@sha256:fe7b4132d392949dThe line at the top of this page pins the label git:20260502.d10c41a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_hlrghjoqtdyyycvr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 2, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7170 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
swaylq/master-skill · 178 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hlrghjoqtdyyycvr GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/liu-siyi-qunxiang-perspective GET https://markdownregistry.com/api/v1/blob/fe7b4132d392949d85be43437fcd5487ba7abfcc6c69ce2652af14a27e590171
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from swaylq/master-skill
Every file in swaylq/master-skill