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swarm-ai-research
swarm-ai-researchOFFICIAL
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Website𝕏@ResearchSwarmAIGitHub

Last 30 Days

Synthesize cross-platform social narratives with sentiment and divergence metrics.

Updated Jun 3, 2026
Search Tags:#reddit#x#polymarket#narratives#hn#social-research#last30
One-click install
npx skills add https://github.com/swarm-ai-research/aeon --skill last-30-days-swarm-ai-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Last 30 Days
Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/last30
Command: npx skills add https://github.com/swarm-ai-research/aeon --skill last-30-days-swarm-ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cross-platform social research is complex, requiring synthesis of narratives across Reddit, X, HN, Polymarket, and the web over a 30-day window to surface actionable insights.

Core Features & Use Cases

  • Narrative-first synthesis: clusters the same story across platforms and highlights where opinions diverge as signals.
  • Cross-platform sentiment mapping: provides sentiment by platform and a summarized narrative ranking.
  • Flexible lookback and topic scopes: supports adjustments to the 30-day window and topic keywords for targeted monitoring.

Quick Start

Provide a topic via var and run the skill to generate a 30-day cross-platform narrative report.

Frequently Asked Questions about Last 30 Days

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track cross-platform social narratives across Reddit, X, and HN over 30 days?▼

Cross-platform social narratives are tracked by collecting signals from Reddit, X, HN, Polymarket, and the web, then clustering them by anchor tokens to output structured summaries with sentiment and divergence data.

What is cross-platform narrative synthesis and how does it map sentiment divergence?▼

Cross-platform narrative synthesis clusters the same story across multiple platforms to highlight where opinions diverge, providing sentiment by platform and summarized narrative rankings for actionable insights.

Can I adjust the 30-day lookback window and topic keywords for social research monitoring?▼

The 30-day lookback window and topic keywords can be adjusted to support targeted monitoring, allowing you to scope social research queries flexibly across the included platforms.

How do I generate a cross-platform narrative report for a specific topic?▼

Provide a topic variable and run the skill to generate a 30-day cross-platform narrative report, which formats outputs with narrative rankings and data points suitable for dashboards and reports.

Does cross-platform social research include Polymarket signals alongside Reddit and X?▼

Polymarket signals are included alongside Reddit, X, HN, and web sources, allowing the skill to synthesize narratives and validate inputs while preserving provenance across all platforms.

What are the limitations of clustering social narratives by anchor tokens across platforms?▼

Clustering by anchor tokens relies on validated inputs and preserved provenance, but limitations include potential sentiment divergence complexity and the need for structured summaries to manage cross-platform narrative rankings effectively.

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