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Agent skill · Audited from source

Academic Research Writer With Citations

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.1
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

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.

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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

Trust score89/100✓SAFE B
0 critical0 high0 medium0 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

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

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

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

Download folder ↗
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

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Questions about Academic Research Writer With Citations

What does the Academic Research Writer With Citations skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Academic Research Writer With Citations safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Academic Research Writer With Citations access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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