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View on GitHub → Recent-evidence research across the social web. One AISA_API_KEY aggregates the last 30 days of signal from eight platforms plus grounded web search, then ranks and clusters the findings into a citation-backed brief — typically in ~40 seconds.

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Install

Start a new agent session after installing so the skill loads.

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What can agents do with it?

Trend scans

“What’s the community saying about the OpenAI Agents SDK this month?”

Competitor comparisons

“Claude Code vs Codex — who’s winning developer mindshare?”

Launch reactions

“Summarize reception of the GPT-5 launch across Reddit, X, and HN.”

Person / entity tracking

“What has Peter Steinberger been shipping and posting about lately?”

Market signals

“Bitcoin price narratives — news, prediction markets, and social sentiment.”

Structured briefs for agents

“Return JSON clusters so a downstream agent can act on the findings.”

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Core capabilities

  • Eight sources in one call — Reddit, X/Twitter, YouTube, TikTok, Instagram, Hacker News, Polymarket, and grounded web search (plus optional GitHub with a token)
  • Ranked evidence clusters — top findings grouped by theme, each with URL, date, and engagement stats
  • Per-source breakdowns — statistical summary of which platforms are driving the signal
  • Markdown or JSON output — human-readable brief by default, structured JSON for agent pipelines
  • Deep mode — --deep flag expands the candidate pool and runs a more thorough ranking pass
  • AIsa-native planning — uses the AIsa API for query planning, candidate ranking, and semantic clustering

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Quick start

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Run a scan

The output is a markdown brief containing the query plan, ranked candidates, semantic clusters, per-source items with dates / engagement / URLs, runtime details, and any error logs.

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When to use it

  • Recent social evidence on trends, products, or people
  • Ranked competitor comparisons with community sentiment
  • Launch reaction summaries or shipping updates
  • Structured JSON briefs for downstream agents

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When not to use it

  • Timeless reference questions without a recent-evidence need
  • Scenarios that require a single official source without community signal

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Requirements

  • Python 3.12+
  • AISA_API_KEY (sign up at aisa.one)
  • POSIX shell
  • Optional: GITHUB_TOKEN for expanded GitHub source coverage

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Get started

  1. Sign up at aisa.one and create an API key in the console.
  2. Set it in your shell: export AISA_API_KEY="your-key".
  3. Install the skill with one of the commands under Install, then start a new agent session.

Perplexity Search

Grounded web answers for single-query research.

Twitter Autopilot

Deeper X/Twitter-specific search, tracking, and posting.

YouTube Search

YouTube SERP for video-first topics.