skill-post-scorer SKILL.md skillA
skill-post-scorer from zju-real/easel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zju-real/easel/skill-post-scorer@git:20261012.0d53744Pins git:20261012.0d53744 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zju-real/easel
- Path
skills/builtin/skill-post-scorer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.0d53744, committed Oct 12, 2026
- Size
- 6,150 bytes
- Repository stars
- 4,469
- License
- Apache-2.0
对社媒帖子草稿进行互动潜力评分，基于历史表现数据输出结构化评分卡。 当用户说"帖子打分""评分""这条能火吗""发布前评估""内容质量分""评分卡""草稿评估"时使用。 和 skill-topic-evaluator 的区别：evaluator 评还没做的选题潜力，本 SKILL 评已写好的草稿质量； 和 skill-social-performance-review 的区别：本 SKILL 评单条草稿（发布前），review 做月度组合复盘（发布后）。.
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
# 帖子表现评分 > 对社媒帖子草稿进行互动潜力评分，基于历史表现数据输出结构化评分卡。 **加载后立即开始评分流程，不做摘要或等待确认。** ## 输入 用户 prompt 中提供待评分的帖子草稿，支持以下形式： - **文本内容**：直接粘贴帖子文案 - **文件路径**：指向 `outputs/` 中的草稿文件 - **平台指定**：可选，指定目标平台（小红书、抖音、微博、知乎、公众号、B站等） 示例 prompt： ``` Execute /skill-post-scorer 帖子： 我花了3年时间才明白一个道理： 最好的内容不是"写"出来的，而是"提炼"出来的。 以下是我总结的5个内容提炼方法... ``` ## 输出 输出代码块格式的评分卡： ``` ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 帖子表现评分卡 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 钩子强度 ██████████ 8/10 声音匹配度 ███████░░░ 7/10 价值密度 ████████░░ 8/10 结构与格式 ███████░░░ 7/10 发布就绪度 ██████░░░░ 6/10 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 总分 36/50 判定 值得发布，建议优化钩子 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 改进建议： 1. [最弱维度] 具体修改建议 2. ... ``` ## 执行步骤 ### 第一步：获取帖子 读取用户粘贴的帖子内容。如果 prompt 中没有帖子文本，主动询问用户提供。 ### 第二步：加载评分数据 按优先级获取表现数据： 1. **Profile 中的历史数据**：检查 `=== EASEL ACCOUNT PROFILE ===` 标记，读取 `performance_data` 路径指向的历史帖子数据 2. **用户提供数据**：询问用户是否有历史帖子导出数据（各平台创作者中心/后台可导出 CSV/Excel，或整理成 JSON 数组） 3. **通用基准**：以上都没有时，使用 `references/fallback-benchmarks.md` 中的基准数据 ### 第三步：分析高表现帖子 > **互动分与 Top 10% 筛选交给脚本，LLM 只做特征提炼。** 由 > [`scripts/score.py`](scripts/score.py) 完成（复用 > `../../shared/scripts/social_stats.py` 的 `engagement_score`）。 …
Read the whole file at its exact version.
How to install
mdr add zju-real/easel/skill-post-scorer@sha256:de330d31582dbd63The line at the top of this page pins the label git:20261012.0d53744, 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_3apbacaqix5hs3mk)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 12, 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 (6150 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
zju-real/easel · 4,469 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3apbacaqix5hs3mk GET https://markdownregistry.com/api/v1/resolve?ref=zju-real/easel/skill-post-scorer GET https://markdownregistry.com/api/v1/blob/de330d31582dbd632775e83755459640bdaca05aa7d03626e10e76286b5b315b
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.