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autosearch:recent-signal-fusion

Community

Consolidate latest signals into a ranked bundle.

Data & Analytics#synthesis#ranking#clustering#time-window#cross-channel#recency#signal-fusion
Author0xmariowu
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Unifies fragmented, time-sensitive signals from diverse sources into a single, time-weighted recency bundle to support rapid awareness and decision-making.

Core Features & Use Cases

  • Cross-channel recency fusion: aggregates signals from Reddit, X, Hacker News, Weibo, YouTube, GitHub activity, and other channels into one ranked set.
  • Semantic clustering & ranking: clusters near-duplicates across platforms and scores top clusters by recency, platform reliability, and engagement signals.
  • Use Case: generates daily or 24-hour digests to inform a runtime AI synthesis workflow.

Quick Start

Provide a 24-hour recency bundle for a topic by aggregating signals across configured channels and returning the top clusters.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: autosearch:recent-signal-fusion
Download link: https://github.com/0xmariowu/Autosearch/archive/main.zip#autosearch-recent-signal-fusion

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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