Agent skill · Audited from source
Thesis Source Role Mapper
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: 将中文毕业论文已有材料映射到“毕业论文角色”:把论文、模板、Overleaf 源稿、PDF、图表和实验材料按章节角色、研究问题和证据用途重新归位。
Cite
Cite this page
ModelsAtlas. “Thesis Source Role Mapper (WILLOSCAR/research-units-pipeline-skills)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/willoscar/thesis-source-role-mapper
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 | 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, 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-source-role-mapperThe 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: 将中文毕业论文已有材料映射到“毕业论文角色”:把论文、模板、Overleaf 源稿、PDF、图表和实验材料按章节角色、研究问题和证据用途重新归位。
--- name: thesis-source-role-mapper binding: staged description: "将中文毕业论文已有材料映射到“毕业论文角色”:把论文、模板、Overleaf 源稿、PDF、图表和实验材料按章节角色、研究问题和证据用途重新归位。" --- # Thesis Source Role Mapper ## Triggers & routing - **Trigger**: 毕业论文材料映射, source role map, paper to chapter, 章节角色映射, 论文归章, 材料归位. - **Use when**: 已经完成材料盘点,需要决定各份材料在毕业论文里扮演什么角色,而不是继续按原 paper 叙事直接写。 - **Skip if**: 当前只是在修一个已经稳定的单章措辞,且没有新的来源材料进入。 - **Network**: none. - **Guardrail**: 不是做翻译;不是简单 `paper -> chapter` 分桶;必须显式说明“在毕业论文里的角色”。 这个 skill 负责把已有材料映射为毕业论文内部的**角色与职责**。 ## Inputs - `codex_md/material_index.md` - 初始 Markdown 章节材料 - 现有论文 / PDF / Overleaf / 图表材料 - `codex_md/question_list.md` ## Outputs - `codex_md/chapter_role_map.md` ## Load Order Always read: - `references/overview.md` - `references/role_taxonomy.md` Machine-readable contract: - `assets/source_role_map_contract.json` ## Workflow 1. 枚举现有来源材料 2. 明确每份材料对应的研究问题 3. 判断它在毕业论文中的角色 4. 记录可复用图表、关键实验、关键引用 5. 标出不应直接照搬的原论文叙事 ## Output Rule 至少要覆盖以下字段: - 来源材料 - 对应章节 - 对应研究问题 - 在毕业论文中的角色 - 可复用内容 - 需要重写 / 弱化的内容 - 与前后章的关系
Excerpt, first 1,042 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
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
81994516a430
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Questions about Thesis Source Role Mapper
What does the Thesis Source Role Mapper skill do?
Is Thesis Source Role Mapper safe to install?
What can Thesis Source Role Mapper access on my machine?
How current is this page?
Sources
- github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.c — the audited source at commit 81994516a430 and every finding aboveObserved · 14 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 Thesis Source Role Mapper skill do?
- Is Thesis Source Role Mapper safe to install?
- What can Thesis Source Role Mapper access on my machine?