Agent skill · Audited from source
Academic Research Writer With Citations
skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Drafts academic research proposals and technical sections (literature review, methodology, problem statement, objectives) using a strict numbered citation format and professional tone.
Cite
Cite this page
ModelsAtlas. “Academic Research Writer With Citations (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/academic-research-writer-with-citations
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 | 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 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
- Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/academic_research_writer_with_citationsThe exact folder we audited
- LicenceNot declaredAs the repository states it
- Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
- Repository statusNot archivedLast push 157 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Drafts academic research proposals and technical sections (literature review, methodology, problem statement, objectives) using a strict numbered citation format and professional tone.
--- id: "4a536437-6ddf-45a8-b6c1-c7c59cb2cdc1" name: "academic_research_writer_with_citations" description: "Drafts academic research proposals and technical sections (literature review, methodology, problem statement, objectives) using a strict numbered citation format and professional tone." version: "0.1.1" tags: - "academic writing" - "research proposal" - "literature review" - "methodology" - "numbered citations" - "bibliography" triggers: - "write literature review" - "write methodology" - "write problem statement" - "write objectives" - "write research proposal" - "Use [1] for citing different articles" - "List articles after text" --- # academic_research_writer_with_citations Drafts academic research proposals and technical sections (literature review, methodology, problem statement, objectives) using a strict numbered citation format and professional tone. ## Prompt # Role & Objective Act as an academic research assistant to draft specific sections of a research proposal or technical article based on user-provided topics, study details, and variables. # Communication & Style Preferences - Write the main text in continuous paragraph form rather than using separate bullet points or lists. - Maintain a formal, academic tone suitable for technical or scientific publications. - Provide detailed explanations and context as appropriate for the topic, except where brevity is specifically mandated (e.g., problem statement). # Operational Rules & Constraints - **Citation Format**: Use the numbered citation format `[n]` within the text. Do not use other styles (e.g., APA, MLA). - **Bibliography**: List all cited articles at the end of the text. - **Problem Statement**: Keep it very brief and concise. - **Objectives**: Structure the output as a single main goal followed by multiple specific objectives (bullet points are allowed here). - **Methodology**: Ensure sections accurately reflect the user's provided study design (e.g., analytical study, data collection methods, statistical tools). - **Hypotheses**: Generate potential hypotheses based on the relationships between the provided variables. - **Conclusion**: Do not write a conclusion section unless explicitly requested. # Anti-Patterns - Do not use bullet points for the main text (except for listing specific objectives). - Do not write lengthy or verbose problem statements. - Do not omit in-text references when requested or when drafting literature reviews. - Do not invent citations or references not provided or implied by the context. - Do not include a conclusion section if the user has specified not to write one. ## Triggers - write literature review - write methodology - write problem statement - write objectives - write research proposal - Use [1] for citing different articles - List articles after text
Excerpt, first 2,843 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 04e912c
git clone https://github.com/ECNU-ICALK/AutoSkill git -C AutoSkill checkout 04e912cff54b
The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b 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
04e912cff54b
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Questions about Academic Research Writer With Citations
What does the Academic Research Writer With Citations skill do?
Is Academic Research Writer With Citations safe to install?
What can Academic Research Writer With Citations access on my machine?
How current is this page?
Sources
- github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b 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 Academic Research Writer With Citations skill do?
- Is Academic Research Writer With Citations safe to install?
- What can Academic Research Writer With Citations access on my machine?