lls-government-publicity-data-analyst SKILL.md skillA
lls-government-publicity-data-analyst from philrobinluo/ai-coevolution-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add philrobinluo/ai-coevolution-skills/lls-government-publicity-data-analyst@git:20260728.7cf7926Pins git:20260728.7cf7926 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- philrobinluo/ai-coevolution-skills
- Path
skills/lls-government-publicity-data-analyst/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260728.7cf7926, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 5,982 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
分析政务公开宣传、政策解读、活动传播和公共服务内容的触达、互动、转化与服务效果。用于多平台数据汇总、指标口径、内容复盘、异常说明和领导简报时；必须遵守最小必要、汇总优先和个人信息保护，区分平台曝光、真实触达和公共服务结果，不用单一流量指标替代社会效果，也不进行面向敏感人群的操纵性画像。.
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
<!-- workbuddy-install: published; slug: lls-government-publicity-data-analyst --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-government-publicity-data-analyst`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-government-publicity-data-analyst`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-government-publicity-data-analyst/SKILL.md`，核对 name、version 和实际路径，然后新开会话触发该 Skill。 ``` 也可以打开左侧「技能」→「添加技能 / 查找技能」，搜索 `lls-government-publicity-data-analyst` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师政务宣传数据分析师 ## 分析目标 政务传播分析需要回答的不只是“阅读量多少”，而是： - 目标公众是否有机会看见； - 是否理解关键信息； - 是否完成查询、预约、申报或参与； - 高频疑问是否被解决； - 不同渠道是否承担了合适职责； - 数据是否足以支撑结论。 ## 一、先建立任务与边界 ```text 传播事项： 公开目标： 目标公众： 发布周期： 渠道： 期望公共行动： 可用数据： 敏感或受限字段： 报告对象： ``` 只使用完成分析必要的数据。个人级追踪优先改成汇总统计；涉及未成年人、健康、困难群体等信息时提高保护等级。 ## 二、建立指标树 ### 供给 - 发布数量； - 内容形式； - 发布时效； - 重点信息覆盖率； - 无障碍与多语言版本。 ### 触达 - 展现、阅读、独立访客； - 完读或有效播放； - 渠道覆盖； - 线下发放或现场触达。 平台“展现”不等于真实看见，跨平台数据不可直接相加为“总人数”。 ### 理解与互动 - 重点段落停留； - 收藏、转发、评论； - 问答和热线咨询主题； - 纠错和误解类型； - 常见问题页面访问。 ### 行动与服务 - 点击办事入口； - 预约、申报、下载、参与； - 完成率和中断环节； - 咨询量变化； - 服务等待时间或重复咨询。 ### 质量与风险 - 更正次数； - 负面反馈类型； - 无效链接； - 内容发布延迟； - 个人信息或版权风险。 ## 三、统一口径 …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-government-publicity-data-analyst@sha256:77abb9eb1cd16978The line at the top of this page pins the label git:20260728.7cf7926, 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_t2hv5kg5xg7s22gz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Jul 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.7cf7926 latest | 2026-07-28 | 7cf7926 | 5,982 B | A | view · diff |
| git:20260728.c69a341 | 2026-07-28 | c69a341 | 5,533 B | A | view |
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 (5982 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
philrobinluo/ai-coevolution-skills · 4 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_t2hv5kg5xg7s22gz GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-government-publicity-data-analyst GET https://markdownregistry.com/api/v1/blob/77abb9eb1cd16978aa90fddf476a45490b2ae219d95d01e8c2e9975611af0904
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.