Kiro Search Aggregator

通过 Serper、SerpAPI 与 X API 分别检索 Google、Google Scholar、YouTube 和 X 的结果，合并排序后生成简要摘要，并把完整结果与可读摘要分别保存为 latest.json 和 latest.md。

vmining

热度 87.09

最近更新 2026-05-11 17:26:41

分类：搜索依赖：代码执行 / 第三方 API / 读写文件应用场景：研究 / 摘要总结

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add kiro-search-aggregator

Metadata

name: kiro-search-aggregator
description: Multi-source search skill for Kiro on OpenClaw. Aggregate and rank results from Google, Google Scholar, YouTube, and X, then output a concise brief.
homepage: https://openclaw.ai
metadata: {"openclaw":{"emoji":"🔎","primaryEnv":"SERPER_API_KEY","requires":{"bins":["python3"],"env":["SERPER_API_KEY","SERPAPI_API_KEY","X_BEARER_TOKEN"]}}}

Kiro Search Aggregator

Plugin producer: kiroai.io

Aggregate search results across multiple providers and return one ranked list with a short summary.

Supported Sources

google (Serper API)
scholar (SerpAPI, google_scholar engine)
youtube (Serper videos API)
x (X recent search API)

API keys

Optional, per source:

SERPER_API_KEY for google, youtube
SERPAPI_API_KEY for scholar
X_BEARER_TOKEN for x

Quick start

python3 skills/kiro-search-aggregator/scripts/search_aggregator.py \
  --query "AI agents workflow" \
  --sources "google,scholar,youtube,x" \
  --per-source 5

Output

Default folder: outputs/search-aggregator/

latest.json: full machine-readable result
latest.md: readable summary + top results