intelligence-gathering

name	intelligence-gathering
description	Cross-asset intelligence collection methodology — covers stocks, ETFs/funds, futures, commodities, bonds, and macro. Multi-channel collection, intelligence classification (asset/region/impact/importance), and structured briefing output. Reports facts only, no analysis.
when_to_use	Trigger when the user mentions: 情报, 新闻, 消息面, 资金流向, 涨停板, intelligence, news gathering, market news, fund flow, briefing

Intelligence Gathering — Multi-Channel Collection & Classification

The team's intelligence infrastructure. All downstream analysis (AssetAnalyst, QuantAnalyst, RiskSupervisor) feeds on this output. Provide only WHAT happened, never WHAT IT MEANS or WHAT TO DO.

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Coverage Scope

All asset classes:

Asset Class	Examples
Stocks	Individual equities, A-shares, HK, US markets
ETFs / Funds	Index ETFs, sector funds, mutual funds, money market
Futures	Commodity futures, index futures, treasury futures
Commodities	Gold, crude oil, copper, agricultural products
Bonds	Government bonds, corporate bonds, convertible bonds
Macro	GDP, CPI, PMI, interest rates, policy, geopolitics

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Collection Channels

Primary: Tencent News API

Use tencent-news skill as the primary engine. Pull financial news, policy releases, macro data releases, and industry dynamics.

Call pattern: Search by keyword or broad topic. For broad market scanning, use hot topics lists.

Secondary: Agent-Browser

Use for supplementary sources that APIs don't cover:

• Central bank websites (PBOC, Federal Reserve, ECB)
• National statistics bureau
• Exchange announcements (Shanghai, Shenzhen, HKEX)
• Industry-specific media

Focused Collection: Market Scripts

When the task targets a specific stock or ETF, use market skill scripts for precise intelligence:

Scenario	Command	Purpose
Stock news	news.py <code> --n 5	Get the latest 5 news items for a specific stock — more focused than broad search
Sector fund flow	fund_flow.py --type industry --period 5	5-day sector-level capital flow data
Concept fund flow	fund_flow.py --type concept --period 1	1-day concept-level capital flow (short-term sentiment)
Limit-up analysis	limit_up.py	Limit-up board details (lock time, order size, openings)

Principle: Use Tencent News for broad scanning, use market scripts for asset-level focus. They complement, not replace each other.

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Intelligence Classification

Every piece of intelligence must be tagged with:

Dimension	Options
Asset class	Stock / Fund / Futures / Commodity / Bond / Macro
Region	China / US / Europe / Asia-Pacific / Global
Impact direction	Positive / Negative / Neutral
Importance	🔴 High (directly affects position decisions) / 🟡 Medium (worth attention) / 🔵 Low (informational)

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Output Format: Intelligence Briefing (情报快报)

All collected intelligence must be consolidated into a structured briefing.

# [Intelligence Briefing] YYYY-MM-DD

## 🔴 High Importance
| Time | Asset / Region | Summary | Source | Direction |
|------|---------------|---------|--------|-----------|
| HH:MM | Stock/China | [concise summary of event] | tencent-news | Positive |

## 🟡 Medium Importance
| Time | Asset / Region | Summary | Source | Direction |
|------|---------------|---------|--------|-----------|
| HH:MM | Macro/US | [concise summary of event] | agent-browser | Neutral |

## 🔵 Low Importance
| Time | Asset / Region | Summary | Source | Direction |
|------|---------------|---------|--------|-----------|
| HH:MM | Commodity/Global | [concise summary of event] | tencent-news | Negative |

## Key Data Releases
- [List any CPI/GDP/PMI/interest rate decisions / employment data released today]

Format Rules

• One row per intelligence item — concise, single-line summaries
• Do NOT filter out "unimportant" items — let downstream consumers decide
• Always include source attribution
• Always include time of event (not time of collection)

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Collection Workflow

1. Receive task from ChiefCoordinator — contains asset type, target, scope
2. Scan — use Tencent News for broad intelligence sweep
3. Focus — if specific asset, run market scripts for targeted collection
4. Classify — tag every item by asset class, region, direction, importance
5. Compile — structure into Intelligence Briefing format
6. Deliver — pass structured briefing to downstream analysts

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Boundaries (STRICT)

✅ Allowed	❌ Not Allowed
Facts, data, sources, timestamps	Analysis, predictions, or recommendations
Labels and classifications	"This means prices will go up"
Concise summaries with attribution	Filtering items as "unimportant" for the consumer
Source links and references	Valuation judgments or investment advice

Core principle: The intelligence brief is raw material. Analysis is someone else's job. If there's any doubt whether something is analysis or fact, label it as analysis and let the consumer decide.

Tool Integration Summary

Tool	When to Use
tencent-news	Primary — broad financial news, policy, macro data
agent-browser	Supplementary — official sources, exchange filings, industry media
market/news.py	Stock-specific focused news
market/fund_flow.py	Sector/concept capital flow data
market/limit_up.py	Limit-up board analysis