Agent skill · Audited from source
Thesis Workspace Init
skill · WILLOSCAR/research-units-pipeline-skillsLicence not declaredAudited 14 Oct 2026 · source 81994516a430
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 81994516a430 and found no filesystem, network or shell access and no hard-coded secrets. What it does: 初始化中文毕业论文工作区:检查学校模板与已有材料的放置位置,明确提示当前还缺什么,建立 `codex_md/` / `claude_md/` / `tmp_layout*/` 等中间层目录,并生成材料盘点与初始工作文件。
Cite
Cite this page
ModelsAtlas. “Thesis Workspace Init (WILLOSCAR/research-units-pipeline-skills)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/willoscar/thesis-workspace-init
Trust audit
Audit 0.4.1 · source read 14 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 | WARN | 2 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | PASS | 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, no license.
Findings (2)
MEDIUMInventory / provenanceinv.symlink · .claude/skills
.claude/skills
- Why
- link not followed
- Fix
- —
LOWInventory / provenanceinv.no_license
- Why
- no LICENSE file and no repo licence
- Fix
- add a licence
Audit 0.4.1 · source sha 81994516a430 · 14 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- PublisherWILLOSCAR GitHub userOwner of the repository this skill is read from
- Source folderWILLOSCAR/research-units-pipeline-skills/.codex/skills/thesis-workspace-initThe exact folder we audited
- LicenceNot declaredAs the repository states it
- Commit pinned for this verdict81994516a430A new audit runs when the source changes
- Repository statusNot archivedLast push 9 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: 初始化中文毕业论文工作区:检查学校模板与已有材料的放置位置,明确提示当前还缺什么,建立 `codex_md/` / `claude_md/` / `tmp_layout*/` 等中间层目录,并生成材料盘点与初始工作文件。
--- name: thesis-workspace-init binding: staged description: "初始化中文毕业论文工作区:检查学校模板与已有材料的放置位置,明确提示当前还缺什么,建立 `codex_md/` / `claude_md/` / `tmp_layout*/` 等中间层目录,并生成材料盘点与初始工作文件。" --- # Thesis Workspace Init ## Triggers & routing - **Trigger**: 毕业论文初始化, thesis workspace, 中文毕业论文准备, 模板归位, 材料盘点, 初始化论文工程. - **Use when**: 你要开始一条毕业论文重构流程,手头已经有学校模板、旧 `tex`、PDF、Overleaf 源稿、bib 或图表材料,需要先把工程和中间层搭起来。 初始化一条**中文毕业论文重构流程**所需的工作区,而不是只复制通用 workspace 模板。 这个 skill 负责四件事: 1. 检查材料是否放在对的位置 2. 明确写出“当前还缺什么 / 哪些位置异常 / 哪些需要用户确认” 3. 建立毕业论文专用中间层目录与初始文件 4. 生成材料盘点与待补信息清单 ## Inputs 建议至少具备以下材料中的一部分: - 学校模板或现有论文仓库 - `main.tex` - 已有 `chapters/*.tex` - `pdf/` 下的已发表 / 已投稿论文 - `Overleaf_ref/` 下的源稿或修回稿 - `references/` 下的 `bib` / 样式文件 - 题目、学号、年份等基础元信息 ## Outputs - `codex_md/material_index.md` - `codex_md/material_readiness.md` - `codex_md/missing_info.md` - `codex_md/question_list.md` - `codex_md/00_thesis_outline.md` - `claude_md/review_checklist.md` - `tmp_layout/` - `tmp_layout2/` - `mermaid/`(位于 `codex_md/mermaid/`) ## Load Order Always read: - `references/overview.md` - `references/material-placement.md` Machine-readable contract: - `assets/workspace_contract.json` ## Workflow 1. 检查是否已经存在可用工作区 - 如果核心中间工件已经齐全,只补缺,不重置 2. 盘点材料放置位置 - 对照 `references/material-placement.md` - 标出“已有 / 缺失 / 位置异常 / 待人工确认” 3. 初始化毕业论文专用中间层 - 建立 `codex_md/`、`claude_md/`、`tmp_layout/`、`tmp_layout2/` - 生成最小工作文件骨架 4. 写出材料盘点、就绪度和缺口清单 - `codex_md/material_index.md` - `codex_md/material_readiness.md` - `codex_md/missing_info.md` 5. 生成本轮工作入口 - `codex_md/question_list.md` - `codex_md/00_thesis_outline.md` ## Script ### Quick Start - `uv run python .codex/skills/thesis-workspace-init/scripts/run.py --workspace <workspace>` ### All Options - `--workspace <dir>` ### Notes - 当前脚本只做**目录与骨架文件**初始化,不负责正文抽取与重构。 - 如果还没有标准 workspace,可以先使用现有 `workspace-init`,再运行这个 skill 补齐毕业论文专用结构。 ## Block Conditions 遇到以下情况应停止并先修正: - 没有任何可用模板或现有论文工程 - `main.tex` 完全缺失且也没有可替代的源稿入口 - 材料散落且无法判断哪个目录才是权威来源
Excerpt, first 1,970 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 8199451
git clone https://github.com/WILLOSCAR/research-units-pipeline-skills git -C research-units-pipeline-skills checkout 81994516a430
The author documents no install command, so this uses the repository directly. Our verdict covers commit 81994516a430 only.
Works in which agents?
What its own text says, not a test
| Agent | Status | More |
|---|---|---|
| Codex | Mentioned in its text, not tested | Skills for Codex · About Codex |
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
81994516a430
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/willoscar/thesis-workspace-init/)
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Questions about Thesis Workspace Init
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Is Thesis Workspace Init safe to install?
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Sources
- github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.c — the audited source at commit 81994516a430 and every finding aboveObserved · 14 Oct 2026
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Opens with this page as the source. We add nothing else to the prompt.
- What does the Thesis Workspace Init skill do?
- Is Thesis Workspace Init safe to install?
- What can Thesis Workspace Init access on my machine?