Agent skill · Audited from source
Thesis Citation Enhance Review
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: 为中文毕业论文补强并核验引用:找出必须有引文支撑的句子,扩展候选文献,检查引用与论断是否匹配,并回写参考文献与正文引用。
Cite
Cite this page
ModelsAtlas. “Thesis Citation Enhance Review (WILLOSCAR/research-units-pipeline-skills)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/willoscar/thesis-citation-enhance-review
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-citation-enhance-reviewThe 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: 为中文毕业论文补强并核验引用:找出必须有引文支撑的句子,扩展候选文献,检查引用与论断是否匹配,并回写参考文献与正文引用。
--- name: thesis-citation-enhance-review binding: staged description: "为中文毕业论文补强并核验引用:找出必须有引文支撑的句子,扩展候选文献,检查引用与论断是否匹配,并回写参考文献与正文引用。" --- # Thesis Citation Enhance Review ## Triggers & routing - **Trigger**: 引用补强, citation enhance, 文献补充, 引用核验, 毕业论文参考文献检查. - **Use when**: 正文已有一定稳定度,需要系统补足背景、定义、对照工作和关键结论的引用支撑,并检查是否存在误引或漏引。 - **Skip if**: 还没有稳定正文,或当前仅在做早期结构重构。 - **Network**: optional. - **Guardrail**: 不为了堆引用而堆引用;引用必须与论断匹配;先补对,再补多。 ## Inputs - 当前 Markdown / TeX 版本 - `references/*.bib` - 现有 PDF / 参考工作 ## Outputs - 增强后的引用清单 - 引用核验记录 ## Load Order Always read: - `references/overview.md` - `references/citation_priority.md` - `references/review_rules.md` Machine-readable contract: - `assets/citation_enhance_contract.json` ## Workflow 1. 找出必须有引文支撑的句子 2. 扩展候选文献 3. 检查引用是否和论断匹配 4. 回写 `bib` 与正文引用
Excerpt, first 807 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 Citation Enhance Review
What does the Thesis Citation Enhance Review skill do?
Is Thesis Citation Enhance Review safe to install?
What can Thesis Citation Enhance Review 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 Citation Enhance Review skill do?
- Is Thesis Citation Enhance Review safe to install?
- What can Thesis Citation Enhance Review access on my machine?