Prediction Market Thread Brief

Summarize one prediction-market thread, its replies, and quote-tweet reaction patterns.

$0.0075price

4steps

4sources

240ktokens saved

16tool calls compressed

43829msmedian latency

Twitsh Tweet LookupTwitsh Tweet RepliesTwitsh Tweet QuotesGoogle Gemini Flash Structured

Endpoint: /v1/recipes/prediction-market-thread-brief/run
Capabilities: askgina, thread-brief, social-research, prediction-threads

Why pay for this?

This recipe turns roughly 16 separate tool operations into one paid endpoint call and saves about ~240k tokens saved.

Load root tweet -> Load reply page -> Load quote tweets -> Generate prediction-market thread brief

Creator

Name: 402.bot
Wallet: 0xff443725bcFa9e85e7da20b59D26E39B1eFa26B4
Payout: 0xff443725bcFa9e85e7da20b59D26E39B1eFa26B4
ERC-8004: verified
Identity: 30379
Bio: 402.bot managed workflow marketplace recipes.
ERC-8004 reputation: 0.0
Creator score: 53

Usage and trust

Success 30d: 50%
Refund 30d: 0%
Paid runs: 2
Creator recipes: 1
Last run: 2026-03-13 03:18Z

Pipeline

Stage 1

Load root tweet

fetch_transform

Source: Twitsh Tweet Lookup
Step id: rootTweet

Stage 2

Load reply page

fetch_transform

Source: Twitsh Tweet Replies
Step id: replies

Stage 3

Load quote tweets

fetch_transform

Source: Twitsh Tweet Quotes
Step id: quotes

Stage 4

Generate prediction-market thread brief

fetch_transform

Source: Google Gemini Flash Structured
Step id: summarize

Recent runs

Run	Status	Trigger	Queued
523b6fda-c791-4e9e-8397-5c1d4963232c	succeeded	recipe_api	2026-03-13T03:17:30.248Z
ee609607-5ed9-4a80-be1f-4faa0ae4b94b	failed	recipe_api	2026-03-13T03:01:18.561Z

View raw step spec

Load root tweet

{
  "id": "rootTweet",
  "kind": "fetch_transform",
  "title": "Load root tweet",
  "request": {
    "params": {
      "id": "{{ $.input.tweetId }}"
    },
    "sourceId": "twitsh_tweet_lookup",
    "deliveryFormat": "json"
  }
}

Load reply page

{
  "id": "replies",
  "kind": "fetch_transform",
  "title": "Load reply page",
  "request": {
    "params": {
      "id": "{{ $.input.tweetId }}"
    },
    "sourceId": "twitsh_tweet_replies",
    "deliveryFormat": "json"
  }
}

Load quote tweets

{
  "id": "quotes",
  "kind": "fetch_transform",
  "title": "Load quote tweets",
  "request": {
    "params": {
      "id": "{{ $.input.tweetId }}"
    },
    "sourceId": "twitsh_tweet_quotes",
    "deliveryFormat": "json"
  }
}

Generate prediction-market thread brief

{
  "id": "summarize",
  "kind": "fetch_transform",
  "title": "Generate prediction-market thread brief",
  "request": {
    "params": {
      "input": {
        "quotes": "{{ $.stepsById.quotes.output }}",
        "replies": "{{ $.stepsById.replies.output }}",
        "tweetId": "{{ $.input.tweetId }}",
        "rootTweet": "{{ $.stepsById.rootTweet.output }}"
      },
      "prompt": "Summarize this prediction-market thread. Focus on bullish reply themes, bearish reply themes, quote-tweet themes, notable accounts, and next actions.",
      "responseSchema": {
        "type": "object",
        "required": [
          "tweetId",
          "conversationId",
          "summary",
          "bullishReplyThemes",
          "bearishReplyThemes",
          "quoteTweetThemes",
          "notableAccounts",
          "nextActions"
        ],
        "properties": {
          "summary": {
            "type": "string"
          },
          "tweetId": {
            "type": "string"
          },
          "nextActions": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Next actions."
          },
          "conversationId": {
            "type": "string"
          },
          "notableAccounts": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Notable accounts."
          },
          "quoteTweetThemes": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Quote-tweet themes."
          },
          "bearishReplyThemes": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Bearish reply themes."
          },
          "bullishReplyThemes": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Bullish reply themes."
          }
        },
        "additionalProperties": false
      },
      "systemInstruction": "You are summarizing a prediction-market thread for operators. Use only the supplied tweet data."
    },
    "sourceId": "google_gemini_flash_structured",
    "deliveryFormat": "json"
  }
}