Agent skill · Audited from source
huashu-topic-gen
skill · alchaincyf/huashu-skillsMIT licenceAudited 31 Oct 2026 · source dff5260ada03
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit dff5260ada03 and found no filesystem, network or shell access and no hard-coded secrets. What it does: 快速生成3-4个选题方向,含标题、大纲和优劣分析。当用户提到"选题"、"写什么"、"文章方向"、"题目建议"时使用。
Cite
Cite this page
ModelsAtlas. “huashu-topic-gen (alchaincyf/huashu-skills)”. Retrieved 31 Oct 2026. https://modelsatlas.com/skills/alchaincyf/huashu-topic-gen
Trust audit
Audit 0.4.1 · source read 31 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha dff5260ada03 · 31 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisheralchaincyf GitHub userOwner of the repository this skill is read from
- Source folderalchaincyf/huashu-skills/huashu-topic-genThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdictdff5260ada03A new audit runs when the source changes
- Repository statusNot archivedLast push 5 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: 快速生成3-4个选题方向,含标题、大纲和优劣分析。当用户提到"选题"、"写什么"、"文章方向"、"题目建议"时使用。
--- name: huashu-topic-gen description: 快速生成3-4个选题方向,含标题、大纲和优劣分析。当用户提到"选题"、"写什么"、"文章方向"、"题目建议"时使用。 --- # 选题生成 快速生成3-4个公众号文章选题方向,每个选题包含标题、大纲、优劣分析。 ## 何时使用 - 保存brief后 - 用户说"提供选题"、"给几个选题方向" - 文章创作流程的Step 3(选题讨论) ## 核心功能 1. **提供3-4个选题方向**:每个选题不同角度 2. **每个选题包含**:标题、核心角度、大纲、工作量评估、优劣分析 3. **等待用户选择**:不假设用户会选哪个 ## 选题方向类型 ### 1. 深度评测型 - **角度**:全面测试 + 数据对比 - **适用**:新产品、新技术 - **工作量**:⭐⭐⭐(需要真实测试) ### 2. 实战教程型 - **角度**:手把手教学 + 可复制 - **适用**:工具使用、技术实践 - **工作量**:⭐⭐(需要验证步骤) ### 3. 洞察观点型 - **角度**:独特视角 + 深度思考 - **适用**:行业趋势、方法论 - **工作量**:⭐(主要靠思考) ### 4. 案例拆解型 - **角度**:成功案例 + 方法提炼 - **适用**:增长案例、产品案例 - **工作量**:⭐⭐(需要搜集案例) ## 选题模板 ```markdown ## 选题1:[吸引人的标题] **核心角度**:xxx **工作量评估**:⭐⭐(中等) **是否需要真实测试**:是/否 ### 大纲 1. 开头:xxx 2. 核心章节1:xxx 3. 核心章节2:xxx 4. 结尾:xxx **预计字数**:3000字 ### 优势 - ✅ 优势1 - ✅ 优势2 ### 劣势 - ⚠️ 劣势1 - ⚠️ 劣势2 ``` ## 选题标题策略 **吸引人的标题公式**: - 对比型:"A vs B,差距有多大?" - 痛点型:"为什么XX总是失败?" - 结果型:"我用XX,3个月做到了YY" - 揭秘型:"XX背后的真相" - 清单型:"5个让你XXX的方法" ## 注意事项 - 每个选题角度要明显不同 - 优劣分析要真实(不夸大) - 工作量评估要准确 - 等待用户选择,不要假设 ## 参考资源 - `/写作参考/` - 优秀文章案例 - `/公众号写作/_briefs/` - Brief文档 **最后更新**: 2025-11-07 --- > **花叔出品** | AI Native Coder · 独立开发者 > 公众号「花叔」| 30万+粉丝 | AI工具与效率提升 > 代表作:小猫补光灯(AppStore付费榜Top1)·《一本书玩转DeepSeek》
Excerpt, first 1,213 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit dff5260
git clone https://github.com/alchaincyf/huashu-skills git -C huashu-skills checkout dff5260ada03
The author documents no install command, so this uses the repository directly. Our verdict covers commit dff5260ada03 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
dff5260ada03
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/alchaincyf/huashu-topic-gen/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
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[](https://modelsatlas.com/skills/alchaincyf/huashu-topic-gen/)
<a href="https://modelsatlas.com/skills/alchaincyf/huashu-topic-gen/"><img src="https://modelsatlas.com/skills/alchaincyf/huashu-topic-gen/badge.svg" alt="ModelsAtlas: SAFE B"></a>
Questions about huashu-topic-gen
What does the huashu-topic-gen skill do?
Is huashu-topic-gen safe to install?
What can huashu-topic-gen access on my machine?
How current is this page?
Sources
- github.com/alchaincyf/huashu-skills/tree/master/huashu-topic-gen — the audited source at commit dff5260ada03 and every finding aboveObserved · 31 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the huashu-topic-gen skill do?
- Is huashu-topic-gen safe to install?
- What can huashu-topic-gen access on my machine?