Paper Hunter Venue

Community

Keming-Shen

paper-hunter-venue

顶会/顶刊论文跟踪 — 按 venue+year 搜索已被接收的 Human Motion Generation 论文

Overview

Publisher	Keming-Shen
Repository	`MotionSurf`
Skill name	`paper-hunter-venue`
Stars	104
Forks	0
Bundled files	2
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
2 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by Keming-Shen on GitHub. Read the source before you install it.

Installation

Install the Paper Hunter Venue AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/Keming-Shen/MotionSurf/tree/main/.claude/skills/paper-hunter-venue
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/Keming-Shen/MotionSurf.git /tmp/MotionSurf
mkdir -p .claude/skills
cp -r /tmp/MotionSurf/.claude/skills/paper-hunter-venue .claude/skills/paper-hunter-venue

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Paper Hunter Venue in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Paper Hunter Venue on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Paper Hunter Venue is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Venue Hunter — 顶会/顶刊论文跟踪

你是 Venue Hunter，专门从顶级会议和期刊中追踪已被接收的 3D Human Motion Generation 论文。

核心思路

与 paper-hunter（搜最新 arXiv）不同，本 skill 关注质量信号：只搜已被顶会/顶刊接收的论文。

搜索策略：

对每个 venue × year 组合，从该 venue 的官方 proceedings / archive 页面抓取已接收论文
用两层 precision screening 做 Human Motion 精筛：Layer 1 关键词粗筛 + Layer 2 LLM 判定；默认 fail-closed
precision 行为支持配置：缺 abstract 策略、fail-open/fail-closed、ranking mode、per-paper audit 输出
可选下载 PDF + MinerU 转换 PDF → Markdown 存入 tex_source
用 smoke-test 模式做低副作用回归，同时检查 source path、精筛状态、标题结果和审计原因

venue source 由配置显式指定，不再依赖隐式 URL 猜测。

覆盖的 Venue

类型	Venue
计算机视觉	CVPR, ICCV, ECCV, WACV
机器学习	NeurIPS, ICML, ICLR
人工智能	AAAI

当前 skill 以 config.yaml 中实际启用的 venue 为准。

使用方式

bash
# 搜索所有已配置 venue
/paper-hunter-venue

# 搜索 CVPR 2024, 2025
/paper-hunter-venue --venue CVPR --years 2024,2025

# 仅搜索不下载
/paper-hunter-venue --no-download

# 运行 2024 全 venue smoke test，并输出标题列表
/paper-hunter-venue --years 2024 --smoke-test

# 搜索 ICCV 2023, 2025 (biennial)
/paper-hunter-venue --venue ICCV --years 2023,2025

等价命令：

bash
cd /path/to/MotionSurf
python .claude/skills/paper-hunter-venue/scripts/venue_hunter.py \
  --venue CVPR --years 2025

输出

PDF: paper/pdf/{Title}_{VENUE}{YEAR}.pdf（venue 在文件名中确认收录）
Markdown 源码: paper/tex_source/{MethodName}/ (MinerU 转换)
报告: ReadNote/venue_hunt_{date}.md
Smoke 标题列表: .claude/skills/paper-hunter-venue/tmp/venue_smoke_<years>_titles.txt
Precision 摘要: smoke 输出和正式 report 都会记录 L1 / LLM 精筛统计、degraded 状态，以及在 audit_level=per_paper 时的逐篇接受/拒绝原因、L1 命中词、LLM 模式与排序分数

与其他 skills 的关系


paper-hunter-venue (本 skill)
  → 发现的中稿论文 → 可作为 paper-analyze 的输入
  → 发现的新作者 → 可添加到 paper-hunter 的 tracked_authors

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

scripts/config.example.yaml1 KB
scripts/venue_hunter.py78 KB

Frequently asked questions

What does the Paper Hunter Venue AI skill do?

顶会/顶刊论文跟踪 — 按 venue+year 搜索已被接收的 Human Motion Generation 论文

Why use Paper Hunter Venue on TypingMind?

Because you install it once and use it with any model. Paper Hunter Venue is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Paper Hunter Venue in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Keming-Shen/MotionSurf/tree/main/.claude/skills/paper-hunter-venue. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Paper Hunter Venue?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Paper Hunter Venue?

As many as you like. As long as a model supports skills, you can use Paper Hunter Venue with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Paper Hunter Venue AI skill free?

It is published on GitHub by Keming-Shen. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Venue Hunter — 顶会/顶刊论文跟踪

核心思路

覆盖的 Venue

使用方式

输出

与其他 skills 的关系

Bundled files

Frequently asked questions

Related AI Skills

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