Batch Research

by miantiao-me

Batch Research is an Automation skill for Claude Code, published by miantiao-me in aigc-weekly.

555 stars65 forkson miantiao-me/aigc-weeklyAdded 2026/08/25Repository updated 2026/08/23

View source on GitHub Download repo ZIP

agentaiclaude-agentclaude-codecloudflare-containerspayloadcms

Install in seconds

Install Batch Research

Copy Batch Research into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/miantiao-me/aigc-weekly/tree/master/agent/.opencode/skills/batch-research ~/.claude/skills/batch-research

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/miantiao-me/aigc-weekly.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: agent/.opencode/skills/batch-research/SKILL.md in miantiao-me/aigc-weekly
Installs to: ~/.claude/skills/batch-research
Collection: One of 3 skills cataloged from this repository
Category: Automation — 1523 skills

What Batch Research does

Batch Research schedules researcher agents to collect data from many sources in batches and parallel rounds. Use it for /weekly runs that need full-source coverage, ordering, and consolidated logs.

Batch Research is cataloged under Automation on DirSkills. Batch Research comes from a repository tagged agent, ai, claude-agent, claude-code and cloudflare-containers.

Documentation

README

Excerpt

Batch Research 技能

此技能用于指导 /weekly 命令如何高效、分批、并发地从多个数据源采集信息。

核心职责

作为批量调度器，负责：

解析数据源列表
生成所有待抓取 URL
分批并发调用 researcher agent
汇总结果生成报告

工作流程

Step 1: 准备阶段

读取数据源：从 .opencode/REFERENCE.md 获取完整数据源列表
生成 URL 列表：
- 静态 URL：直接使用
- 动态 URL（Hacker News）：使用 generateHNUrls(start_date, end_date)

import { generateHNUrls } from '.opencode/utils.mjs'

// Hacker News - 每天一个 URL
const hnUrls = generateHNUrls(start_date, end_date)
// 返回: [
//   "https://news.ycombinator.com/front?day=2026-03-22",
//   "https://news.ycombinator.com/front?day=2026-03-23",
//   ...
// ]

Step 2: 分批策略

将所有 URL 按优先级分为 3 批，每批 10-12 个 URL：

This is the opening of the README. Read the full README on GitHub.

Commands Batch Research provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/weekly

Frequently asked about Batch Research

What else does miantiao-me publish alongside Batch Research?
Batch Research is one of 3 skills that DirSkills catalogs from miantiao-me/aigc-weekly, the repository it ships in. Its siblings there include Chinese Writing and Publish Weekly. Each one is a separate skill with its own page in this directory, installs the same way Batch Research does, and is maintained by miantiao-me in that same repository. The rest of the collection is listed on the miantiao-me/aigc-weekly page.
How does Batch Research compare to other Automation skills?
Batch Research ranks #1282 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Batch Research against them. Open each page to compare what they document and how they install.