---
id: gh-ito-market-intelligence
name: "ito-market-intelligence"
url: https://skills.yangsir.net/skill/gh-ito-market-intelligence
author: affaan-m
domain: investment
tags: ["prediction-markets", "market-intelligence", "event-discovery", "ito", "research"]
install_count: 1500
rating: 4.30 (120 reviews)
github: https://github.com/affaan-m/ecc/tree/main/skills/ito-market-intelligence
---

# ito-market-intelligence

> 此技能提供预测市场情报，包括事件发现、场所比较、流动性分析和新闻背景，为Itô篮子工作流生成只读市场简报。帮助用户快速整合多源数据，减少手动研究时间，获取结构化决策信息。

**Stats**: 1,500 installs · 4.3/5 (120 reviews)

## Before / After 对比

### 预测市场研究时间

**Before**:

手动从 Polymarket、Kalshi、Itô 等多个预测市场网站收集事件、流动性、新闻等信息，需要逐个查阅并整理，耗时且易遗漏。

**After**:

此技能自动抓取并整合多源数据，生成包含事件摘要、场所对比、流动性提示和新闻链接的简报，大幅缩短研究时间。

| Metric | Before | After | Change |
|---|---|---|---|
| 研究时间 | 60分钟 | 10分钟 | -83% |

## Readme

# Itô Market Intelligence

Use this skill when a user wants prediction-market context, event discovery,
venue comparison, basket theme exploration, or an Itô API-backed market brief.

This is a public teaser skill. It can work with public sources by default. Any
Itô-backed data call requires explicit API access through `ITO_API_KEY`.

## Guardrails

- Do not provide investment, legal, tax, or trading advice.
- Do not place, cancel, route, or simulate live orders.
- Do not infer the user's financial situation unless they provide it.
- Treat Polymarket, Kalshi, Itô, X, Exa, GitHub, and web data as source inputs,
  not as truth by themselves.
- Separate facts, market-implied signals, and your interpretation.

## Workflow

1. Clarify the market theme, venue, geography, and time horizon.
2. Gather public market data from venue docs/APIs or source-grounded research.
3. If `ITO_API_KEY` is present and the user explicitly asks for Itô data, call
   only read endpoints and state that access is gated.
4. Normalize event, underlier, liquidity, fee, resolution, and data-latency
   differences across venues.
5. Produce a decision brief:
   - market/event summary
   - available venues and underliers
   - liquidity and data-quality caveats
   - relevant news/source context
   - open questions before any user action

## Useful Skill Chains

- Use `deep-research` or `exa-search` for source discovery.
- Use `x-api` for public social signal discovery when X access is configured.
- Use `market-research` for market sizing, competitors, or business use cases.
- Use `prediction-market-risk-review` before any workflow touches user capital,
  portfolio data, or execution-capable credentials.

## Output Contract

Default to a compact brief with source links and a clear caveat:

```text
This is market intelligence, not investment or trading advice.
```

If access is missing, say:

```text
Itô live basket/API data requires gated access. Request an ITO_API_KEY before
using Itô-backed reads.
```


---
*Source: https://skills.yangsir.net/skill/gh-ito-market-intelligence*
*Markdown mirror: https://skills.yangsir.net/api/skill/gh-ito-market-intelligence/markdown*