Agent skill · Audited from source

Thesis Question List

skill · WILLOSCAR/research-units-pipeline-skillsLicence not declaredAudited 14 Oct 2026 · source 81994516a430

★ 514pushed 9 days ago

✓SAFEGrade B · 89/100 · 14 Oct 2026 · 8199451

514repo stars · whole WILLOSCAR/research-units-pipeline-skills

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: 维护中文毕业论文的 `codex_md/question_list.md`:把本轮问题、边界、优先级、协作方案和验收口径结构化,作为整条 thesis pipeline 的控制面。

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Cite this page

ModelsAtlas. “Thesis Question List (WILLOSCAR/research-units-pipeline-skills)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/willoscar/thesis-question-list

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B

0 critical0 high1 medium1 low0 info

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

F-13 Inventory / provenanceCWE-1104Layer L0

.claude/skills

Why: link not followed
Fix: —

LOWInventory / provenanceinv.no_license

F-13 Inventory / provenanceCWE-1104Layer L0

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-question-listThe 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: 维护中文毕业论文的 `codex_md/question_list.md`:把本轮问题、边界、优先级、协作方案和验收口径结构化,作为整条 thesis pipeline 的控制面。

---
name: thesis-question-list
binding: staged
description: "维护中文毕业论文的 `codex_md/question_list.md`:把本轮问题、边界、优先级、协作方案和验收口径结构化,作为整条 thesis pipeline 的控制面。"
---

# Thesis Question List

## Triggers & routing

- **Trigger**: 毕业论文问题清单, thesis question list, 论文修改清单, 本轮目标, 结构问题梳理, review问题整理.
- **Use when**: 你已经有一批材料或上一轮 review 结果,需要明确这一轮到底修什么、不修什么,并给后续重构与编译复查提供统一入口。
- **Skip if**: 当前只是在做一次性局部措辞修改,且没有形成新一轮结构/证据/编译问题。
- **Network**: none.
- **Guardrail**: 不在这里写正文;不把问题单写成长篇散文;每条问题必须可执行、可验收。


这个 skill 负责维护毕业论文流程的**控制面文档**:

- `codex_md/question_list.md`

它不是备忘录,而是这一轮工作的单一入口。

## Inputs

- `codex_md/material_index.md`
- `codex_md/missing_info.md`
- 现有 `codex_md/*.md`
- `claude_md/review_checklist.md`
- 最新编译 / 审稿 / 自查结果

## Outputs

- `codex_md/question_list.md`

## Load Order

Always read:

- `references/overview.md`
- `references/question_entry_schema.md`
- `references/examples_good.md`
- `references/examples_bad.md`

Machine-readable contract:

- `assets/question_list_contract.json`

## Workflow

1. 收集问题来源
- 上一轮 review
- 当前编译失败 / warning
- 结构问题
- 引用问题
- 文风问题

2. 归并成本轮问题
- 去重
- 合并同源问题
- 区分结构问题 / 证据问题 / TeX问题 / 风格问题

3. 排优先级
- 先结构
- 再证据
- 再交付层
- 最后润色

4. 写入标准问题条目
- 问题描述
- 涉及章节
- 为什么是问题
- 修改方向
- 是否需要多 agent 讨论
- 验收口径

## Script

### Quick Start

- `uv run python .codex/skills/thesis-question-list/scripts/run.py --workspace <workspace>`

### Notes

- 当前脚本只负责在缺失时生成问题单骨架。
- 真正的条目内容仍由你根据本轮问题填充与维护。

Excerpt, first 1,404 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

Download folder ↗

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

“Mentioned” means the skill’s text names the agent. We have not run it there.
Agent	Status	More
Codex	Mentioned in its text, not tested	Skills for Codex · About Codex

Audit history

Every audit, every source change

2026-10-14
✓SAFE B 89 / 100
first audit · source 81994516a430

README badge

For maintainers · shows the latest audit

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