academic-paper-writer

Skill · GitHub · ★ 115 · graded 2026-10-20Source linked

面向 CS / AI / ML 领域的证据驱动、分节推进的论文写作 Agent Skill。

No outside reports on file

academic-paper-writer is distributed via GitHub (joshua-zyy/academic-paper-writer); review its source code, dependencies, and requested permissions before use.

Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee.

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What it can access

Local filesNo local folder access notedLOW
Command executionNo shell command runner notedLOW
Network reachLocal or standard API callsLOW
CredentialsNo API token requiredLOW
Package sourceGitHub (joshua-zyy/academic-paper-writer)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/joshua-zyy/academic-paper-writer ↗

All setup options ↓

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About Academic Paper Writer

Academic Paper Writer is an agent skill focused on General: 面向 CS / AI / ML 领域的证据驱动、分节推进的论文写作 Agent Skill。.

It is hosted on GitHub at joshua-zyy/academic-paper-writer (115 GitHub stars). Based on its public metadata, it operates with standard local or API scope without broad shell execution flags noted.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

No npm or PyPI package is listed for this agent skill. Source code and setup steps: github.com/joshua-zyy/academic-paper-writer.

Why this grade

CC — Moderate risk signals

Signal-based grade (2/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

24/100

GitHub stars: 115
Listing last refreshed: 2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

Dependency & version pinning: Distributed via GitHub (joshua-zyy/academic-paper-writer). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

Check its activity history or logs weekly at first, and look at what it changed or sent.
Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

It asks for more access than its job requires, or prompts you to paste passwords.
It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install Academic Paper Writer?

Academic Paper Writer does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/joshua-zyy/academic-paper-writer.

Are there security reports about Academic Paper Writer?

No reports found for this package in our research (last checked 2026-10-29). Academic Paper Writer currently holds Grade C (Moderate risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is Academic Paper Writer actively maintained?

Academic Paper Writer has 115 GitHub stars. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/joshua-zyy/academic-paper-writer before pinning it in production.

What are alternatives to Academic Paper Writer?

Compare Academic Paper Writer side by side with similar skills in the Related tools section on this page, or browse all skills on AgentArmorHQ.

Maintain or use Academic Paper Writer? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade C for Academic Paper Writer

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for Academic Paper Writer](https://agentarmorhq.com/api/badge/joshua-zyy-academic-paper-writer)](https://agentarmorhq.com/skills/joshua-zyy-academic-paper-writer)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/joshua-zyy-academic-paper-writer"><img src="https://agentarmorhq.com/api/badge/joshua-zyy-academic-paper-writer" alt="AgentArmorHQ Risk Grade for Academic Paper Writer" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "joshua-zyy-academic-paper-writer"

Share with your security lead

Need sign-off to use academic-paper-writer? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: academic-paper-writer
- **Listing URL:** https://agentarmorhq.com/skills/joshua-zyy-academic-paper-writer
- **Type:** AI agent skill
- **Risk Grade:** Grade C (Moderate risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 115 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Local or standard API calls
- **Credentials:** No API token required
- **Package source:** GitHub (joshua-zyy/academic-paper-writer)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/joshua-zyy/academic-paper-writer
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: AI agent skill
Publisher: joshua-zyy
Source code: github.com/joshua-zyy/academic-paper-writer
Est. context load: ~50 tokens idle · ~750 tokens when active (on-demand skill)
Popularity: 115 GitHub stars
Last updated: 2026-10-28
Last graded: 2026-10-20

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