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gate-news-eventexplain

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gate-news-eventexplain

gate-news-eventexplain

The "Why is it pumping/dumping?" Skill. When the market experiences abnormal volatility and the user asks why, the system traces the event source through multi-step calls, cross-references market data to verify impact magnitude, and delivers a complete "Event → Impact Chain → Market Reaction" analysis report.
Trigger Scenarios: User expresses curiosity about a market anomaly, e.g., "why did BTC crash", "what just happened", "why did ETH suddenly spike".
用于解答「为什么涨/跌了？」的Skill。当市场出现异常波动且用户询问原因时，系统会通过多步调用追踪事件来源，交叉比对市场数据验证影响程度，输出完整的「事件 → 影响链 → 市场反应」分析报告。
触发场景：用户对市场异常表现提出疑问，例如「why did BTC crash」、「what just happened」、「why did ETH suddenly spike」。

Routing Rules

路由规则

User IntentKeywordsAction
Reason for price move"why pump" "why dump" "crash" "surge" "what caused" "what happened"Execute this Skill's full workflow
General news query"any recent news"Route to 
gate-news-briefing
Comprehensive coin analysis"analyze BTC for me"Route to 
gate-info-coinanalysis
Technical analysis"BTC technical analysis"Route to 
gate-info-trendanalysis
Market overview"how's the market"Route to 
gate-info-marketoverview
用户意图关键词动作
价格变动原因"why pump" "why dump" "crash" "surge" "what caused" "what happened"执行本Skill的完整工作流
通用新闻查询"any recent news"路由到 
gate-news-briefing
全面币种分析"analyze BTC for me"路由到 
gate-info-coinanalysis
技术分析"BTC technical analysis"路由到 
gate-info-trendanalysis
市场概览"how's the market"路由到 
gate-info-marketoverview

Execution Workflow

执行工作流

Step 1: Intent Recognition & Parameter Extraction

步骤 1：意图识别与参数提取

Extract from user input:
  • coin
    : The coin involved (e.g., BTC, ETH; may be empty = overall market)
  • direction
    : Up or down (aids search)
  • time_hint
    : Time clue ("just now", "today", "yesterday"; default: past 24h)
从用户输入中提取：
  • coin
    ：涉及的币种（如BTC、ETH；可为空，代表整体市场）
  • direction
    ：涨跌方向（辅助搜索）
  • time_hint
    ：时间线索（"just now"、"today"、"yesterday"；默认：过去24h）

Step 2: Phase 1 — Event Search + Market Verification (Parallel)

步骤 2：第一阶段 —— 事件搜索 + 市场验证（并行执行）

StepMCP ToolParametersRetrieved DataParallel
1a
news_events_get_latest_events
coin={coin}, time_range="24h", limit=10
Related event listYes
1b
info_marketsnapshot_get_market_snapshot
symbol={coin}, timeframe="1d", source="spot"
Real-time market snapshot (verify volatility magnitude)Yes
Both Tools called in parallel.
步骤MCP Tool参数获取的数据并行
1a
news_events_get_latest_events
coin={coin}, time_range="24h", limit=10
相关事件列表是
1b
info_marketsnapshot_get_market_snapshot
symbol={coin}, timeframe="1d", source="spot"
实时市场快照（验证波动幅度）是
两个工具并行调用。

Step 3: Decision Branch

步骤 3：决策分支

events response
    │
    ├── Matching event found (event time aligns with volatility onset)
    │   └── → Step 4a: Get event details
    │
    └── No clear event match
        └── → Step 4b: Expand news search
事件响应
    │
    ├── 找到匹配事件（事件时间与波动起始时间吻合）
    │   └── → 步骤 4a：获取事件详情
    │
    └── 无明确匹配事件
        └── → 步骤 4b：扩大新闻搜索范围

Step 4a: Event Found → Get Details + On-chain Verification

步骤 4a：找到事件 → 获取详情 + 链上验证

StepMCP ToolParametersRetrieved DataParallel
2a
news_events_get_event_detail
event_id={matched_event_id}
Event details (cause, impact, timeline)Yes
2b
info_onchain_get_token_onchain
token={coin}, chain="eth", scope="transfers"
On-chain anomalies (large transfers, exchange inflows/outflows)Yes
步骤MCP Tool参数获取的数据并行
2a
news_events_get_event_detail
event_id={matched_event_id}
事件详情（原因、影响、时间线）是
2b
info_onchain_get_token_onchain
token={coin}, chain="eth", scope="transfers"
链上异常（大额转账、交易所充提）是

Step 4b: No Event Found → Expand Search

步骤 4b：未找到事件 → 扩大搜索范围

StepMCP ToolParametersRetrieved DataParallel
2c
news_feed_search_news
coin={coin}, sort_by="time", limit=15
Latest related news (sorted by time)Yes
2d
info_onchain_get_token_onchain
token={coin}, chain="eth", scope="transfers"
On-chain anomaliesYes
步骤MCP Tool参数获取的数据并行
2c
news_feed_search_news
coin={coin}, sort_by="time", limit=15
最新相关新闻（按时间排序）是
2d
info_onchain_get_token_onchain
token={coin}, chain="eth", scope="transfers"
链上异常是

Step 5: LLM Attribution Reasoning

步骤 5：LLM归因推理

The LLM must complete the following reasoning chain:
  1. Confirm the volatility: Based on the market snapshot, confirm the timing, magnitude, and volume change
  2. Identify the trigger event: From events/news, find the event with the closest time alignment
  3. Verify causality: Did the event precede the price move? Is there corresponding on-chain activity?
  4. Assess the impact chain: Event → Direct impact → Sentiment transmission → Price reaction
  5. Evaluate follow-on potential: Based on the event's nature, assess whether the impact is short-term or sustained
LLM必须完成如下推理链：
  1. 确认波动情况：基于市场快照，确认波动的时间、幅度和成交量变化
  2. 识别触发事件：从事件/新闻中找到与波动时间最吻合的事件
  3. 验证因果关系：事件是否发生在价格变动之前？是否有对应的链上活动佐证？
  4. 评估影响链：事件 → 直接影响 → 情绪传导 → 价格反应
  5. 评估后续潜力：基于事件性质，评估影响是短期还是持续性的

Step 6: Output Structured Report

步骤 6：输出结构化报告

Report Template

报告模板

markdown
undefined
markdown
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{coin} {Pump/Dump} Attribution Analysis

{coin} {Pump/Dump}归因分析

Analysis time: {timestamp}
分析时间：{timestamp}

1. Volatility Summary

1. 波动概况

MetricValue
Current Price${price}
Move Magnitude{change}% (within {timeframe})
High${high} ({time})
Low${low} ({time})
Volume Change{volume_change}% (vs 24h average)
Futures Liquidations${liquidation} (if available)
指标数值
当前价格${price}
变动幅度{change}%（{timeframe}内）
最高价${high}（{time}）
最低价${low}（{time}）
成交量变化{volume_change}%（对比24h均值）
期货清算额${liquidation}（如有）

2. Core Triggering Event

2. 核心触发事件

🔴 {event_title}
  • Event Time: {event_time}
  • Event Type: {Regulation / Project Development / Market Manipulation / Macro Economic / Technical Failure / Whale Activity}
  • Details: {2-3 sentence description}
  • Source: {source}
🔴 {event_title}
  • 事件时间：{event_time}
  • 事件类型：{监管 / 项目进展 / 市场操纵 / 宏观经济 / 技术故障 / 巨鲸活动}
  • 详情：{2-3句话描述}
  • 来源：{source}

3. Event → Impact Chain

3. 事件 → 影响链

{event}
  │
  ├── Direct Impact: {description}
  │     e.g., SEC lawsuit → Regulatory uncertainty for the token increases
  │
  ├── Sentiment Transmission: {description}
  │     e.g., Panic spreads → Fear & Greed Index drops from 65 to 35
  │
  └── Price Reaction: {description}
        e.g., {coin} dropped from ${high} to ${low} within 2 hours of the event
{event}
  │
  ├── 直接影响：{description}
  │     例如：SEC诉讼 → 代币监管不确定性上升
  │
  ├── 情绪传导：{description}
  │     例如：恐慌蔓延 → 恐惧&贪婪指数从65跌至35
  │
  └── 价格反应：{description}
        例如：事件发生后2小时内，{coin}从${high}跌至${low}

4. On-chain Verification

4. 链上验证

{If on-chain data is available:}
On-chain MetricAnomaly
Exchange Inflows{increase/decrease}, {description}
Large Transfers{count} transfers exceeding ${threshold}
Whale Activity{description}
Futures Funding Rate{change description}
{Does the on-chain data corroborate the event narrative?}
{如果链上数据可用：}
链上指标异常情况
交易所流入量{上升/下降}，{description}
大额转账{count}笔超过${threshold}的转账
巨鲸活动{description}
期货资金费率{change description}
{链上数据是否佐证了事件逻辑？}

5. Ripple Effects

5. 连锁反应

{Did this event affect other coins/sectors?}
  • {Related coin 1}: {impact description}
  • {Related coin 2}: {impact description}
  • Sector impact: {e.g., L1 sector declined broadly, DeFi sector affected}
{该事件是否影响了其他币种/板块？}
  • {相关币种1}：{impact description}
  • {相关币种2}：{impact description}
  • 板块影响：{例如：L1板块普遍下跌，DeFi板块受影响}

6. Forward Outlook

6. 前景展望

{Based on the event's nature, assess the follow-on impact:}
DimensionAssessment
Impact Duration{One-time shock / Short-term (1-3 days) / Medium-term (1-2 weeks) / Long-term}
What to Watch Next{Items to monitor: court ruling, policy details, project response, etc.}
Historical Precedent{Similar past events and their outcomes, if any}
{基于事件性质，评估后续影响：}
维度评估
影响时长{一次性冲击 / 短期（1-3天） / 中期（1-2周） / 长期}
后续关注重点{需要监测的项：法院判决、政策细节、项目回应等}
历史先例{过往类似事件及其结果，如有}

⚠️ Important Notes

⚠️ 重要说明

  • Market moves may be caused by multiple overlapping factors; the above analysis is based on currently available information
  • Long-term impact of the event remains uncertain
The above analysis is based on public information and on-chain data. It does not constitute investment advice.
undefined
  • 市场变动可能由多个叠加因素导致，以上分析基于当前可获取的信息
  • 事件的长期影响仍存在不确定性
以上分析基于公开信息和链上数据，不构成投资建议。
undefined

Template When No Event Can Be Identified

无法识别事件时的模板

markdown
undefined
markdown
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{coin} Volatility Analysis

{coin}波动分析

Analysis time: {timestamp}
分析时间：{timestamp}

Volatility Summary

波动概况

{Same as above}
{与上文一致}

Possible Cause Analysis

可能原因分析

⚠️ No single clear triggering event was identified. The following is a composite analysis:
Possible Factor 1: {description}
  • Evidence: {related news/data}
  • Likelihood: {High/Medium/Low}
Possible Factor 2: {description}
  • Evidence: ...
  • Likelihood: ...
On-chain Clues {Any anomalous on-chain data that could help explain the move?}
⚠️ 未找到单一明确的触发事件，以下为综合分析：
可能因素1：{description}
  • 证据：{相关新闻/数据}
  • 可能性：{高/中/低}
可能因素2：{description}
  • 证据：...
  • 可能性：...
链上线索 {是否有可解释变动的异常链上数据？}

Composite Assessment

综合评估

{LLM's composite analysis, with uncertainty explicitly acknowledged}
Note: No single clear triggering event was found for this move. The above analysis is an informed assessment based on available data.

---
{LLM的综合分析，明确说明存在不确定性}
注意：本次变动未找到单一明确触发事件，以上分析是基于现有数据的合理评估。

---

Reasoning Logic

推理逻辑

Event Matching Logic

事件匹配逻辑

ConditionAssessment
Event time < price move start time✅ Temporally plausible as a trigger
Event time > price move start time❌ Unlikely to be the trigger (may be follow-up reporting)
Event impact rating = "High"Weight +2
Event involves the queried coinWeight +3
Event type = "Regulation/Policy"Typically causes larger moves
Multiple events simultaneouslyComposite analysis — likely multi-factor
条件评估
事件时间 < 价格变动起始时间✅ 时间上符合触发条件
事件时间 > 价格变动起始时间❌ 不太可能是触发因素（可能是后续报道）
事件影响等级 = "High"权重 +2
事件涉及查询的币种权重 +3
事件类型 = "监管/政策"通常会导致更大幅度变动
多个事件同时发生综合分析——可能为多因素驱动

Volatility Magnitude Assessment

波动幅度评估

MagnitudeLabel
< 3%Normal volatility — may not require a specific event explanation
3% – 10%Moderate volatility — look for recent news/events
10% – 20%Large volatility — typically has a clear event driver
> 20%Extreme volatility — major event or black swan almost certain
幅度标签
< 3%正常波动——可能不需要特定事件解释
3% – 10%中等波动——查找近期新闻/事件
10% – 20%大幅波动——通常有明确的事件驱动
> 20%极端波动——几乎可以确定是重大事件或黑天鹅导致

On-chain Anomaly Assessment

链上异常评估

ConditionAssessment
Exchange inflows surge > 3x average"Large token inflows to exchanges — potential selling pressure"
Exchange outflows surge > 3x average"Large token outflows from exchanges — possible accumulation"
Large transfer count > 5x average"Abnormally active large transfers"
Futures liquidations > $100M"Massive futures liquidation cascade — amplified price volatility"
条件评估
交易所流入量激增 > 3倍均值"大量代币流入交易所——潜在抛压"
交易所流出量激增 > 3倍均值"大量代币流出交易所——可能为吸筹"
大额转账数量 > 5倍均值"大额转账异常活跃"
期货清算额 > $100M"大规模期货清算踩踏——放大价格波动"

Error Handling

错误处理

Error TypeHandling
news_events_get_latest_events
finds no matching event		Proceed to Step 4b — expand news search
news_events_get_event_detail
fails		Generate report based on event list summaries only
info_onchain_get_token_onchain
unavailable (P1 phase)		Skip on-chain verification section; note "On-chain data temporarily unavailable"
info_marketsnapshot_get_market_snapshot
fails		Cannot confirm volatility magnitude; degrade to showing event info only
Both news and events return no resultsHonestly inform the user "No clear cause has been identified at this time"; suggest monitoring for updates
All Tools failReturn error message; suggest the user try again later
错误类型处理方式
news_events_get_latest_events
未找到匹配事件		进入步骤4b——扩大新闻搜索范围
news_events_get_event_detail
调用失败		仅基于事件列表摘要生成报告
info_onchain_get_token_onchain
不可用（P1阶段）		跳过链上验证部分，标注「链上数据暂时不可用」
info_marketsnapshot_get_market_snapshot
调用失败		无法确认波动幅度，降级为仅展示事件信息
新闻和事件均无返回结果如实告知用户「目前未找到明确原因」，建议关注后续更新
所有工具调用失败返回错误信息，建议用户稍后重试

Cross-Skill Routing

跨Skill路由

User Follow-up IntentRoute To
"Analyze BTC for me"
gate-info-coinanalysis
"Give me a technical analysis"
gate-info-trendanalysis
"How's the overall market?"
gate-info-marketoverview
"Recent news?"
gate-news-briefing
"Any on-chain anomalies?"
gate-info-tokenonchain
"Track this address"
gate-info-addresstracker
用户后续意图路由到
"Analyze BTC for me"
gate-info-coinanalysis
"Give me a technical analysis"
gate-info-trendanalysis
"How's the overall market?"
gate-info-marketoverview
"Recent news?"
gate-news-briefing
"Any on-chain anomalies?"
gate-info-tokenonchain
"Track this address"
gate-info-addresstracker

Safety Rules

安全规则

  1. No definitive causal claims: Use language like "likely caused by", "the most closely related event is" — avoid absolute causal assertions
  2. No follow-on predictions: Do not output "it will continue to rise/fall" style predictions
  3. No investment advice: Do not give buy/sell recommendations based on event analysis
  4. Acknowledge uncertainty: When the causal link between event and move is uncertain, explicitly state it
  5. Source attribution: Events and news must cite their sources
  6. Flag missing data: When on-chain data or event details are unavailable, explicitly state it
  7. Avoid amplifying panic: When describing crashes or black-swan events, maintain objective, neutral language — no sensationalist rhetoric
  1. 不做绝对因果声明：使用「可能由...导致」、「相关性最高的事件是」这类表述，避免绝对的因果断言
  2. 不做后续走势预测：不输出「会继续涨/跌」这类预测内容
  3. 不提供投资建议：不基于事件分析给出买入/卖出推荐
  4. 承认不确定性：当事件与变动之间的因果关系不明确时，明确说明
  5. 来源标注：事件和新闻必须注明来源
  6. 标注缺失数据：当链上数据或事件详情不可用时，明确说明
  7. 避免放大恐慌：描述暴跌或黑天鹅事件时，保持客观中立的语言，不使用耸人听闻的表述