Academic venue research

Skill joshua-zyy/academic-paper-writer/skills/academic-venue-research

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

Install

npx -y skills add joshua-zyy/academic-paper-writer --skill academic-venue-research

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

What its author says it does

Copied from the file, not written here

Research target venue requirements and writing style for CS/AI/ML papers. Produces venue-brief.md with submission requirements and detailed writing style analysis. Use when: researching target journal/conference requirements, analyzing writing style of target venue, generating venue brief for paper writing, checking submission guidelines. Triggers on: venue research, 期刊调研, 目标期刊, writing style analysis, 写作风格分析, venue requirements, submission guidelines, 投稿要求, journal style, conference format.

SKILL.md

2.5 KB, as published. Nobody here has run it

Academic Venue Research

将此 skill 视为"期刊调研代理"，负责调研目标期刊/会议的投稿要求和写作风格。

Router Protocol

Read manifest.yaml. It declares always_load files, axes, and references.on_demand.
Read every file listed under always_load. These are the skill's binding rules — not reference material.
Apply the loaded material as constraints:
- stance.md defines core rules, source hierarchy, and scope.
- red-lines.md defines absolute prohibitions. Do not negotiate these.
- output-contract.md defines deliverables per mode.
Detect the mode using the manifest's mode axis: full-venue-research, requirements-only, or style-only. Source hierarchy rule: official guidelines > template docs > accepted paper observations > agent knowledge. If ambiguous, ask one concise question.
Echo the selected mode to the user before executing.
Reach for references/ only when the manifest's references.on_demand condition is satisfied.

Modes

Mode	Use when
`full-venue-research`	Venue + local style papers or full brief request
`requirements-only`	Venue name only, no style analysis needed
`style-only`	Local style reference library, no requirements research

Agent Dispatch

agents/venue-research-agent.md is dispatched by the orchestrator at Step 4. The agent returns Venue Brief Markdown content; it must not write files directly during orchestrated use. File writes are owned by the orchestrator.

Independent Use

Input	Mode	Priority	Behavior
Venue + local style corpus	full-venue-research	1 (explicit)	Full 4-step workflow
Venue only	requirements-only	2 (single feature)	Requirements only
Local style corpus only	style-only	3 (path trigger)	Style analysis only

Scenario	Recommended
Just researching venue	This skill (standalone)
Using results for paper writing	academic-paper-writer orchestrator