Market Research Copilot#

L2 composite skill — orchestrates 12 read-only MCP Tool Calls across Gate-Info MCP (8 tools) and Gate-News MCP (4 tools) to aggregate multi-source market intelligence into structured, citation-backed reports. No trading, swaps, staking, or any fund-moving operations.

Trigger Scenarios: User intent is "research / understand / analyze" — market overview, single-coin analysis, multi-coin comparison, technical trends, event attribution, risk check, or daily briefing.

Target Users: Casual / beginner traders, content-oriented users, and pre-decision users who need to quickly understand the market, a coin, or risk before acting.

General Rules#

⚠️ STOP — You MUST read and strictly follow the shared runtime rules before proceeding. Do NOT select or call any tool until all rules are read. These rules have the highest priority. → Read gate-runtime-rules.md

• Only call MCP tools explicitly listed in this skill. Tools not documented here must NOT be called, even if they exist in the MCP server.

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MCP Dependencies#

Required MCP Servers#

MCP ServerStatusGate-Info✅ Required

MCP Tools Used#

Query Operations (Read-only)

• info_coin_get_coin_info
• info_compliance_check_token_security
• info_marketsnapshot_get_market_snapshot
• info_markettrend_get_indicator_history
• info_markettrend_get_kline
• info_markettrend_get_technical_analysis
• info_onchain_get_token_onchain
• info_platformmetrics_get_defi_overview
• news_events_get_event_detail
• news_events_get_latest_events
• news_feed_get_social_sentiment
• news_feed_search_news

Authentication#

• API Key Required: No

Installation Check#

• Required: Gate-Info
• Install: Run installer skill for your IDE
  • Cursor: gate-mcp-cursor-installer
  • Codex: gate-mcp-codex-installer
  • Claude: gate-mcp-claude-installer
  • OpenClaw: gate-mcp-openclaw-installer

MCP Mode#

Read and strictly follow references/mcp.md, then execute this skill's research-copilot workflow.

• SKILL.md keeps routing logic, signal design, and report semantics.
• references/mcp.md is the authoritative MCP orchestration layer for signal-to-tool execution, parallel strategy, and fallback policy.

Domain Knowledge#

Common Misconceptions#

MisconceptionTruth"Analyze BTC then buy it for me" will trigger a tradeThis Skill only produces analysis. Execution intent is routed to trading skills (e.g., gate-exchange-spot).Analysis conclusions = investment adviceOutput must distinguish "data-driven analysis" from "investment advice". Never promise returns.

Design Rationale: 5-Dimension Signal Stacking#

User queries often span multiple analysis dimensions (e.g., "How is BTC doing?" implies fundamentals + technicals + news). Forcing a single-intent classification is fragile. This Skill uses dimension signal stacking instead of N-choose-1 classification: independently detect 5 signal dimensions from the query, each activated dimension contributes a set of Tool Calls, and the final tool set is their union. Running 5 independent binary classifiers is far more stable than 1 nine-way classifier.

Tool Inventory (12 unique tools, all read-only, no auth required)#

#MCP ServiceTool NamePurpose1Gate-Infoinfo_marketsnapshot_get_market_snapshotReal-time coin snapshot (price, change, OI, funding rate)2Gate-Infoinfo_coin_get_coin_infoCoin fundamentals (project, funding, tokenomics)3Gate-Infoinfo_markettrend_get_klineK-line OHLCV data4Gate-Infoinfo_markettrend_get_indicator_historyTechnical indicator history (RSI/MACD/Bollinger/MA)5Gate-Infoinfo_markettrend_get_technical_analysisMulti-timeframe composite signals6Gate-Infoinfo_platformmetrics_get_defi_overviewDeFi overview (TVL, DEX volume, stablecoin supply)7Gate-Infoinfo_compliance_check_token_securityToken contract security audit (30+ risk flags)8Gate-Infoinfo_onchain_get_token_onchainOn-chain anomalies (large transfers, exchange flows)9Gate-Newsnews_events_get_latest_eventsMajor event list with impact analysis10Gate-Newsnews_events_get_event_detailEvent detail (cause, impact, timeline)11Gate-Newsnews_feed_search_newsNews search (by importance or time)12Gate-Newsnews_feed_get_social_sentimentSocial media sentiment (KOL volume, bias)

L1 Skill to Tool Mapping#

L1 SkillTools Usedgate-info-marketoverviewinfo_marketsnapshot_get_market_snapshot, info_platformmetrics_get_defi_overview, news_events_get_latest_eventsgate-info-coinanalysisinfo_coin_get_coin_info, info_marketsnapshot_get_market_snapshot, info_markettrend_get_technical_analysis, news_feed_search_news, news_feed_get_social_sentimentgate-info-trendanalysisinfo_markettrend_get_kline, info_markettrend_get_indicator_history, info_markettrend_get_technical_analysis, info_marketsnapshot_get_market_snapshotgate-info-coincompareinfo_marketsnapshot_get_market_snapshot x N, info_coin_get_coin_info x N, info_markettrend_get_technical_analysis x N (optional)gate-info-riskcheckinfo_compliance_check_token_security, info_coin_get_coin_infogate-news-briefingnews_events_get_latest_events, news_feed_search_news, news_feed_get_social_sentimentgate-news-eventexplainnews_events_get_latest_events, info_marketsnapshot_get_market_snapshot, news_events_get_event_detail, info_onchain_get_token_onchain, news_feed_search_news

Key Parameter Notes#

• info_marketsnapshot_get_market_snapshot: Always pass source="spot" to avoid non-standard pair data contamination.
• info_markettrend_get_kline: Always pass source="spot" — without this constraint, price data may include DEX non-standard pairs, producing incorrect prices. This is a mandatory parameter.
• info_compliance_check_token_security: Requires chain parameter; skip for major coins (BTC/ETH) where contract audit is not applicable.
• info_onchain_get_token_onchain: Some tokens return empty results — this is expected; skip the on-chain section and annotate "On-chain data unavailable".

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Workflow#

For concrete prompt examples and expected behavior per scenario, see references/scenarios.md.

MCP tool calls: Only Step 3 invokes Gate-Info / Gate-News MCP tools ( info_*, news_*). Steps 1, 2, 4, and 5 are orchestration, signal planning, aggregation, and formatting — no MCP tool call in those steps.

Step 1: Intent Gate — Research vs. Execution#

Determine if the user wants to research or execute.

• Research intent (enter this Skill): understand, analyze, compare, briefing, risk check, trend, why pumping/dumping, sentiment, fundamentals, worth buying, overview, report.
• Execution intent (route away): buy, sell, swap, stake, transfer, withdraw, place order, close position.

If the user mixes both (e.g., "analyze BTC then buy"), split into two phases: complete the research phase within this Skill, then route the execution phase to the appropriate trading skill (e.g., gate-exchange-spot).

Key data to extract:

• intent_type: "research" or "execution"

Step 2: Parameter Extraction & 5-Dimension Signal Detection#

Extract parameters from the user query:

• symbols[]: Coin tickers (0 to N). Map project names to tickers (Solana -> SOL, Chainlink -> LINK).
• sector: Optional sector (DeFi, Layer2, Meme, etc.)
• time_range: Time scope (default 24h)

Then independently evaluate each of the 5 signal dimensions (non-exclusive, multiple can fire):

SignalDimensionTrigger ConditionTrigger Keywords (illustrative English cues only; match intent in any human language, not literal string-only)Activated ToolsS1Market / MacroNo specific coin + broad market focusmarket, overall, sector, broad market, majors, macro, daily brief, today, rates / policy, hot sectors, tape, whole-market viewinfo_marketsnapshot_get_market_snapshot(BTC/ETH/top coins), info_platformmetrics_get_defi_overview, news_events_get_latest_eventsS2Fundamentals / ProjectSpecific coin + project attribute focusfundamentals, project, funding, team, tokenomics, worth buying, upside, quality, how is itinfo_coin_get_coin_info({symbol}), info_marketsnapshot_get_market_snapshot({symbol})S3Technicals / K-lineSpecific coin + price/indicator focus; or user wording (any language) semantically asks for a holistic / comprehensive read that includes market or technical stance per coin (often alongside fundamentals). Intent-based, not a closed keyword list.Price / indicators: K-line, candlestick, support, resistance, levels, overbought, oversold, RSI, MACD, Bollinger, technicals, trend, pattern, trajectory, outlook, follow-up path · Holistic: comprehensive, holistic, full picture, overallinfo_markettrend_get_kline, info_markettrend_get_indicator_history, info_markettrend_get_technical_analysis, info_marketsnapshot_get_market_snapshotS4News / Sentiment / AttributionEvent or reason focus (coin optional)why pumping, dumping, up, down, reason, catalyst, news, narrative, sentiment, event, what happened, rebound, recoverynews_events_get_latest_events, news_feed_search_news, news_feed_get_social_sentiment, news_events_get_event_detail (conditional), info_onchain_get_token_onchain (conditional)S5Security / RiskContract security / scam-risk focus; or the user’s wording (any language) semantically expresses long-term holding of the token(s) under discussion, or coin selection (choosing / comparing which coin(s) to favor). Use intent semantics, not a fixed keyword list. Do not treat a bare English "long-term" by itself as sufficient for the long-term-holding branch without clearer hold / selection intent.Security: safe, risk, contract security, honeypot, rug, scam, audit, trustworthy, screen, token risk, due diligence · Long-term / selection: infer meaning from context — no closed keyword listinfo_compliance_check_token_security, info_coin_get_coin_info

Fallback rules (when no signal is explicitly activated):

• symbols == 0 -> activate S1 (market overview)
• symbols == 1 -> activate S2 + S3 (single-coin comprehensive = fundamentals + technicals)
• symbols >= 2 -> activate S2 x N (multi-coin comparison)
• symbols >= 2 and the user semantically asks for a comprehensive / holistic multi-coin view (same spirit as single-coin S2+S3) -> also activate S3 x N (i.e. S2 x N + S3 x N)

Screening mode (when symbols == 0 and the query contains screening cues — e.g. filter, find, recommend, which, ranking, top, screen, pick, best, shortlist, highest potential):

• Phase 1: Activate S1 to fetch top-coin snapshots
• LLM intermediate aggregation: Extract symbols from Phase 1 results
• Phase 2: Activate S2/S3/S4/S5 per remaining signal keywords

Key data to extract:

• symbols[]: List of coin tickers
• sector: Sector filter if any
• time_range: Time scope
• activated_signals[]: List of activated signal dimensions (S1-S5)
• screening_mode: Boolean

Signal Routing Examples (English phrasing; same routing logic applies to equivalent questions in any language):

User Query (example)symbolsActivated SignalsExplanation"How is BTC doing?"[BTC]S2 + S3 (fallback)No explicit dimension keywords; fallback: single-coin comprehensive"Show me DOT support and resistance"[DOT]S3Support / resistance wording triggers Technicals"DOT support levels plus the latest news"[DOT]S3 + S4Technicals + News dual activation"Why did the market crash yesterday?"[]S4 + S1Why / crash triggers S4; market context triggers S1"Is sentiment recovering?"[]S4 (+ S1 if "market" scope)Recovery / sentiment triggers S4; add S1 if query is market-wide"Is ADA safe?"[ADA]S5Safety wording triggers Security"Full weekend research report on XRP — price, news, and risk"[XRP]S2 + S3 + S4 + S5Full research report implies all dimensions"Compare BTC, ETH, and SOL"[BTC,ETH,SOL]S2 x 3 (fallback)Multi-coin, no extra keywords; fallback: comparison"Comprehensive comparison of BTC, ETH, and SOL"[BTC,ETH,SOL]S2 x 3 + S3 x 3Comprehensive multi-coin -> stack technicals per coin"Long-term hold: compare BTC, ETH, and SOL holistically"[BTC,ETH,SOL]S2 x 3 + S3 x 3 + S5 x 3Long-term selection + holistic view often implies fundamentals + technicals + risk"Daily market brief — majors, hot sectors, drivers, and tomorrow's outlook"[]S1 + S4 + S3(BTC)Macro brief + causes + outlook -> S1, S4, optional S3 for trend"Screen the top 5 gainers today and analyze the most promising one"[]S1 -> S2 + S3 (screening)Screening + top gainers / potential -> P1 snapshots, P2 deep dive on picked symbol"Why is DeFi up? Leader coin fundamentals and technicals"[] (+ sector)S1 + S4 -> S2 + S3Sector + why -> S1/S4 then leader symbol -> S2 + S3"Which coins are oversold? Pick two and analyze them"[]S1 -> S3 + S2 (screening)Open-ended which + oversold/overbought + pick -> screening; P2 S3 + S2"Check ADA token risk and fundamentals"[ADA]S5 + S2Due diligence + token safety + fundamentals -> S5 + S2

Step 3: Assemble Tool Set & Execute#

Combine all activated signal tool sets into a union, deduplicate by tool name + parameters, then execute:

Parallel execution (tools within the same Phase have no dependencies — call simultaneously):

• All tools in a Phase are dispatched in parallel.

Serial dependencies (next Phase depends on previous Phase LLM aggregation):

• Screening mode: Phase 1 snapshot results -> LLM extracts symbols -> Phase 2 uses those symbols.
• Attribution branch (S4): news_events_get_latest_events result determines whether to call news_events_get_event_detail (event found) or skip (no event).

Deduplication rule: Same tool + same parameters within one request is called only once; the result is reused across multiple aggregation steps.

Call each activated tool with the parameter conventions below:

Call info_marketsnapshot_get_market_snapshot with: symbol={symbol}, timeframe="1d", source="spot" Call info_coin_get_coin_info with: query={symbol}, scope="full" Call info_markettrend_get_kline with: symbol={symbol}, timeframe="1d", limit=90, source="spot" Call info_markettrend_get_indicator_history with: symbol={symbol}, indicators=["rsi","macd","bollinger","ma"] Call info_markettrend_get_technical_analysis with: symbol={symbol} Call info_platformmetrics_get_defi_overview with: category="all" Call info_compliance_check_token_security with: token={symbol}, chain={chain} Call info_onchain_get_token_onchain with: token={symbol} Call news_events_get_latest_events with: time_range={time_range}, limit=10 Call news_events_get_event_detail with: event_id={event_id} Call news_feed_search_news with: coin={symbol}, limit=5, sort_by="importance" Call news_feed_get_social_sentiment with: coin={symbol}

Key data to extract:

• tool_results{}: Map of tool name to response data
• failed_tools[]: Tools that timed out or returned errors

Step 4: LLM Multi-Source Aggregation#

Pass all tool responses to the LLM for aggregation:

1. Merge data from all dimensions into a coherent narrative.
2. Deduplicate overlapping information (e.g., price from multiple snapshot calls).
3. Conflict resolution: If sources contradict each other, present both viewpoints with attribution — never merge contradictory conclusions into one sentence.
4. Data timestamp: Label each data point with its approximate data time (e.g., "as of 2026-03-21 12:00 UTC"). Do NOT include internal tool names or API field names in the output.
5. Missing data: If a tool failed or returned empty, annotate "Data unavailable for this section" — never fabricate data.

Key data to extract:

• aggregated_report: Structured report content
• data_sources[]: List of tools that contributed data
• data_timestamps: Approximate data freshness

Step 5: Output Structured Report#

Select the appropriate report template based on the activated signals, then output the final report. Always include the disclaimer at the end.

Key data to extract:

• final_report: Markdown string — user-facing report body (template-filled; may refine aggregated_report from Step 4); must include the standard disclaimer.

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Report Template#

Template A: Market Overview Brief (S1 dominant)#

markdown

## Market Overview Brief

**Data Time**: {timestamp}

### Market Snapshot

| Metric | Value | 24h Change |
|--------|-------|------------|
| BTC | ${btc_price} | {btc_change_24h}% |
| ETH | ${eth_price} | {eth_change_24h}% |
| Total Crypto Market Cap | ${total_mcap} | {mcap_change}% |
| Fear & Greed Index | {fear_greed} | {sentiment_label} |

### DeFi Overview

| Metric | Value |
|--------|-------|
| Total TVL | ${tvl} |
| DEX 24h Volume | ${dex_volume} |
| Stablecoin Total Supply | ${stablecoin_supply} |
| Long/Short Ratio | {long_short_ratio} |

### Key Events (Past 24h)

1. **{event_title}** — {impact_summary}
2. ...

### Market Sentiment

- Social Sentiment Score: {score} ({bias})
- Key Discussions: {summary of trending topics}

### Summary & Outlook

{LLM 3-5 sentence synthesis: current market phase, primary drivers, key risks}

> Data sourced from Gate-Info MCP and Gate-News MCP. Analysis is data-driven and does not constitute investment advice.

Template B: Single-Coin Deep Dive (S2+S3 dominant)#

markdown

## {symbol} Research Report

**Data Time**: {timestamp}

### 1. Fundamentals

| Metric | Value |
|--------|-------|
| Project | {project_name} |
| Sector | {category} |
| Market Cap | ${market_cap} |
| FDV | ${fdv} |
| Circulating / Total Supply | {circulating} / {total} |
| Key Investors | {investors} |

{Tokenomics summary; flag upcoming large unlocks}

### 2. Market & Technical Analysis

| Metric | Value | Status |
|--------|-------|--------|
| Price | ${price} | — |
| 24h Change | {change_24h}% | {Up/Down/Flat} |
| 7d Change | {change_7d}% | {Up/Down/Flat} |
| RSI(14) | {rsi} | {Overbought/Oversold/Neutral} |

**Technical Signals**:
- Short-term (1h/4h): {signal}
- Medium-term (1d): {signal}
- Support: ${support} | Resistance: ${resistance}

### 3. News & Sentiment

**Recent News**:
1. {title} — {summary} ({source}, {time})
2. ...

**Social Sentiment**: {sentiment_score} ({bias}) — {summary}

### 4. Risk Alerts

{Data-driven alerts: RSI extremes, volume anomalies, funding rate, upcoming unlocks, low liquidity}

### 5. Overall Assessment

{LLM 3-5 sentence synthesis: market phase, drivers, risks}

> Data sourced from Gate-Info MCP and Gate-News MCP. Analysis is data-driven and does not constitute investment advice.

Template C: Multi-Coin Comparison (S2 x N)#

markdown

## Multi-Coin Comparison: {coin1} vs {coin2} vs ...

**Data Time**: {timestamp}

### Comparison Table

| Metric | {coin1} | {coin2} | {coin3} |
|--------|---------|---------|---------|
| Price | ${price1} | ${price2} | ${price3} |
| Market Cap | ${mcap1} | ${mcap2} | ${mcap3} |
| 24h Change | {chg1}% | {chg2}% | {chg3}% |
| RSI(14) | {rsi1} | {rsi2} | {rsi3} |
| Sector | {cat1} | {cat2} | {cat3} |
| Risk Level | {risk1} | {risk2} | {risk3} |

### Per-Coin Highlights

**{coin1}**: {1-2 sentence highlight}
**{coin2}**: {1-2 sentence highlight}

### Comparative Assessment

{LLM analysis: relative strengths/weaknesses, risk comparison, suitability for different strategies}

> Data sourced from Gate-Info MCP and Gate-News MCP. Analysis is data-driven and does not constitute investment advice.

Template D: Event Attribution (S4 dominant)#

markdown

## Market Movement Attribution

**Data Time**: {timestamp}

### What Happened

{Brief description of the price movement or market event}

### Root Cause Analysis

1. **{event/cause 1}**: {explanation with data}
2. **{event/cause 2}**: {explanation}

### On-Chain Evidence

{On-chain flow data if available, otherwise "On-chain data unavailable"}

### Current Sentiment

- Social Score: {score} ({bias})
- Recovery Signal: {recovering/still negative/neutral}

### Outlook

{LLM forward-looking assessment based on event + sentiment + technical data}

> Data sourced from Gate-Info MCP and Gate-News MCP. Analysis is data-driven and does not constitute investment advice.

Template E: Risk Check (S5 dominant)#

markdown

## {symbol} Security & Risk Report

**Data Time**: {timestamp}

### Contract Security Audit

| Check | Result | Detail |
|-------|--------|--------|
| Honeypot | {Yes/No} | {detail} |
| Hidden Owner | {Yes/No} | {detail} |
| Buy/Sell Tax | {buy_tax}% / {sell_tax}% | {normal/abnormal} |
| Holder Concentration | {top10_pct}% | {concentrated/distributed} |
| Overall Risk Level | {Low/Medium/High} | {flags_count} flags |

### Fundamentals Cross-Check

| Metric | Value |
|--------|-------|
| Project | {project_name} |
| Market Cap | ${market_cap} |
| Active Addresses | {address_count} |

### Risk Summary

{LLM synthesis: overall risk assessment, specific concerns, red flags}

> Data sourced from Gate-Info MCP and Gate-News MCP. Analysis is data-driven and does not constitute investment advice.

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Judgment Logic Summary#

ConditionActionUser intent is "execute" (buy/sell/swap/stake)Route to appropriate trading skill; do NOT enter this SkillUser mentions DEX / on-chain address / liquidity poolRoute to gate-dex-market or DEX-related skillNo symbols and no explicit dimension keywordsFallback: activate S1 (market overview)1 symbol and no explicit dimension keywordsFallback: activate S2 + S3 (single-coin comprehensive)2+ symbols and no explicit dimension keywordsFallback: activate S2 x N (multi-coin comparison)2+ symbols and user semantically asks for comprehensive/holistic multi-coin analysis (same intent may be expressed in any language)Activate S2 x N + S3 x NSymbols == 0 + screening keywords (filter/find/top/which)Enter screening mode: S1 in P1 -> extract symbols -> targeted signals in P2Query contains "research report" or "full report"Activate all signals: S2 + S3 + S4 + S5A single tool times out or returns emptySkip that dimension; annotate "Data unavailable"All tools failReturn error; suggest retry laterinfo_markettrend_get_kline returns abnormal pricesLikely missing source=spot constraint; retry with parameterUser asks "analyze then buy"Complete research (this Skill) then route execution to trading skillContradictory data from multiple sourcesPresent both viewpoints with attribution; do not merge

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Error Handling#

Error TypeHandlingCoin not foundAsk user to verify the coin name or tickerSingle tool timeoutSkip that dimension; note "This dimension is temporarily unavailable"All tools failReturn error message; suggest retry laterNo Gate-News MCP configuredUse only Gate-Info tools (8 tools); mark news/sentiment sections as "No data"No Gate-Info MCP configuredCritical — cannot proceed; guide user to install Gate-Info MCPinfo_onchain_get_token_onchain returns emptyExpected for some tokens; skip on-chain section with noteinfo_compliance_check_token_security on BTC/ETHSkip contract audit for major coins; note "Not applicable for native chain assets"User asks about NFT / options / other uncovered categoriesExplain coverage boundary; route to specialized skill if available

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L1/L2 Routing Strategy#

When a user query can be handled by a single L1 Skill's tool set (e.g., "How is BTC?" only needs coinanalysis's 5 tools), this L2 still serves as the unified entry point for all "research" intents:

• Short-circuit optimization: If the activated signals map to only one L1's tools, call only that subset and produce the report — no need to invoke all 12 tools.
• Principle: Unified entry via this L2 ensures consistent "research" experience; internally, 1 to 12 tools are called as needed.

DEX / On-Chain Boundary Handling#

This Skill uses only Gate-Info MCP and Gate-News MCP. It does not include gate-dex-* or on-chain address tracking capabilities.

SituationDetection SignalActionUser mentions DEX explicitly"DEX", "on-chain", "liquidity pool", "Uniswap", "wallet address"Route to gate-dex-market or DEX skill; do NOT enter this SkillAmbiguous "liquidity" without CEX/DEX context"this coin's liquidity"Default to CEX interpretation; if user clarifies DEX, re-routeUser asks about NFT / options"NFT", "options", "derivatives"Explain coverage boundary; route to specialized skill if availableUser asks "Is this coin listed on Gate?""listed", "can I buy"Brief listing check + risk note; or route to listing/new-coin skillMulti-language or mixed-language user inputN/AParse intent normally; if "research" intent with no DEX/execution signals, enter this Skill

No Confirmation Required#

This L2 does not involve any trading confirmation mechanism because:

• All 12 Tool Calls are read-only queries ( info_* / news_*); zero cex_* write operations
• No asset changes, order placement, transfers, or mode switches
• No API Key / Secret / OAuth2 required

If the user appends execution intent (e.g., "analyze then buy"), this Skill completes the research phase only. The execution phase is routed to the appropriate trading skill (e.g., gate-exchange-spot), which applies its own Action Draft -> User Confirm -> Execute flow.

Tool Degradation Matrix#

ToolDegradation Strategyinfo_onchain_get_token_onchainSome tokens return empty; skip on-chain section and annotate "On-chain data unavailable"info_compliance_check_token_securityRequires chain parameter; skip for major coins (BTC/ETH); annotate "Not applicable for native chain assets"news_events_get_event_detailDepends on event_id from P1; if no events in P1, skip (go to P2b branch)info_marketsnapshot_get_market_snapshotIf timeout, retry once; if still fails, skip snapshot sectionAny other toolSingle tool failure: skip that dimension, annotate "This dimension is temporarily unavailable"All toolsIf all tools fail: return error message, suggest retry later

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Cross-Skill Routing#

User Follow-up IntentRoute To"Buy it" / "Place an order"gate-exchange-spot"Open a futures position"gate-exchange-futures"Swap it"gate-exchange-flashswap"Stake it"gate-exchange-staking or gate-exchange-simpleearn"Check my assets"gate-exchange-assets"Track this wallet address"gate-info-addresstracker"Show DEX data"gate-dex-market

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Safety Rules#

1. No investment advice: All output is data-driven analysis. Every report must include the disclaimer: "does not constitute investment advice."
2. No price predictions: Do not output specific target prices or directional predictions (e.g., "will reach $100K").
3. No fund operations: This Skill calls only read-only info_* and news_* tools. Never call cex_* tools.
4. Data transparency: Label approximate data time for each section (e.g., "Data as of ..."). Use natural-language source labels (e.g., "Gate market data", "Gate news") instead of internal tool names or API field names. Never expose info_*, news_*, cex_* tool identifiers or raw JSON field names (e.g., snapshot_time, total_defi_tvl) in user-facing output.
5. No data fabrication: When a tool returns empty or fails, clearly state "Data unavailable" — never fabricate numbers.
6. Conflict disclosure: When sources contradict, present both sides with attribution rather than silently picking one.
7. No auth required: All 12 tools are public read-only; no API Key or OAuth2 is needed.
8. No internal identifiers in output: The final user-facing report must NOT contain any internal tool names (e.g., info_marketsnapshot_get_market_snapshot, news_events_get_latest_events), API field names (e.g., snapshot_time, total_defi_tvl, total_liquidation_24h, market_cap), or MCP service prefixes ( info_*, news_*, cex_*). Present all data using natural-language descriptions only. Tool names and field names are internal orchestration details — they must never leak into the report.
9. Age restriction: This skill is intended for users aged 18 or above with full civil capacity, consistent with Gate's platform requirements.
10. Data flow declaration: All data flows exclusively through Gate MCP to Gate API. No user data is transmitted to third parties.