Agent skill
gate-exchange-marketanalysis
The market analysis function of Gate Exchange — liquidity, momentum, liquidation, funding arbitrage, basis, manipulation risk, order book explainer, slippage simulation. Use when the user asks about liquidity, depth, slippage, buy/sell pressure, liquidation, funding rate arbitrage, basis/premium, manipulation risk, order book explanation, or slippage simulation (e.g. market buy $X slippage). Trigger phrases: liquidity, depth, slippage, momentum, buy/sell pressure, liquidation, squeeze, funding rate, arbitrage, basis, premium, manipulation, order book, spread, slippage simulation.
Install this agent skill to your Project
npx add-skill https://github.com/aiskillstore/marketplace/tree/main/skills/gate/gate-exchange-marketanalysis
SKILL.md
gate-exchange-marketanalysis
Market tape analysis covering ten scenarios: liquidity, momentum, liquidation monitoring, funding arbitrage, basis monitoring, manipulation risk, order book explanation, slippage simulation, K-line breakout/support–resistance, and liquidity with weekend vs weekday. This skill provides structured market insights by orchestrating Gate MCP tools; call order and judgment logic are defined in references/scenarios.md.
Sub-Modules
| Module | Purpose | Document |
|---|---|---|
| Liquidity | Order book depth, 24h vs 30d volume, slippage | references/scenarios.md (Case 1) |
| Momentum | Buy vs sell share, funding rate | references/scenarios.md (Case 2) |
| Liquidation | 1h liq vs baseline, squeeze, wicks | references/scenarios.md (Case 3) |
| Funding arbitrage | Rate + volume screen, spot–futures spread | references/scenarios.md (Case 4) |
| Basis | Spot–futures price, premium index | references/scenarios.md (Case 5) |
| Manipulation risk | Depth/volume ratio, large orders | references/scenarios.md (Case 6) |
| Order book explainer | Bids/asks, spread, depth | references/scenarios.md (Case 7) |
| Slippage simulation | Market-order slippage vs best ask | references/scenarios.md (Case 8) |
| K-line breakout / support–resistance | Candlesticks + tickers; support/resistance; breakout momentum | references/scenarios.md (Case 9) |
| Liquidity + weekend vs weekday | Order book + 90d candlesticks + tickers; weekend vs weekday volume/return | references/scenarios.md (Case 10) |
Routing Rules
Determine which module (case) to run based on user intent:
| User Intent | Keywords | Action |
|---|---|---|
| Liquidity / depth | liquidity, depth, slippage | Read Case 1, follow MCP order (use futures APIs if perpetual/contract) |
| Momentum | buy vs sell, momentum | Read Case 2, follow MCP order |
| Liquidation | liquidation, squeeze | Read Case 3 (futures only) |
| Funding arbitrage | arbitrage, funding rate | Read Case 4 |
| Basis | basis, premium | Read Case 5 |
| Manipulation risk | manipulation, depth vs volume | Read Case 6 (spot or futures per keywords) |
| Order book explainer | order book, spread | Read Case 7 |
| Slippage simulation | slippage simulation, market buy $X slippage, how much slippage | Read Case 8 (spot or futures per keywords) |
| K-line breakout / support–resistance | breakout, support, resistance, K-line, candlestick | Read Case 9 (spot or futures per keywords) |
| Liquidity + weekend vs weekday | liquidity, weekend, weekday, weekend vs weekday | Read Case 10 (spot or futures per keywords) |
Execution
- Match user intent to the routing table above and determine case (1–10) and market type (spot/futures).
- Read the corresponding case in
references/scenarios.mdfor MCP call order and required fields. - Case 8 only: If the user did not specify a currency pair or did not specify a quote amount (e.g. $10K), do not assume defaults — prompt the user to provide the missing input(s); see Scenario 8.3 in
references/scenarios.md. - Call Gate MCP in the exact order defined for that case.
- Apply judgment logic from scenarios (thresholds, flags, ratings).
- Output the report using that case’s Report Template.
- Suggest related actions (e.g. “For basis, ask ‘What is the basis for XXX?’”).
Domain Knowledge (short)
- Spot vs futures: Keywords “perpetual”, “contract”, “future”, “perp” → use futures MCP APIs; “spot” or unspecified → spot.
- Liquidity (Case 1): Depth < 10 levels → low liquidity; 24h volume < 30-day avg → cold pair; slippage = 2×(ask1−bid1)/(bid1+ask1) > 0.5% → high slippage risk.
- Momentum (Case 2): Buy share > 70% → buy-side strong; 24h volume > 30-day avg → active; funding rate sign + order book top 10 for bias.
- Liquidation (Case 3): 1h liq > 3× daily avg → anomaly; one-sided liq > 80% → long/short squeeze; price recovered → wick/spike.
- Arbitrage (Case 4): |rate| > 0.05% and 24h vol > $10M → candidate; spot–futures spread > 0.2% → bonus; thin depth → exclude.
- Basis (Case 5): Current basis vs history; basis widening/narrowing for sentiment.
- Manipulation (Case 6): Top-10 depth total / 24h volume < 0.5% → thin depth; consecutive same-direction large orders → possible manipulation. Use spot by default; use futures when user says perpetual/contract.
- Order book (Case 7): Show bids/asks example, explain spread with last price, depth and volatility.
- Slippage simulation (Case 8): Requires both a currency pair and a quote amount (e.g. ETH_USDT, $10K). If user does not specify either, prompt them — do not assume defaults (e.g. do not default to $10K). Spot: get_spot_order_book → get_spot_tickers. Futures: get_futures_contract → get_futures_order_book → get_futures_tickers (use quanto_multiplier from contract for ladder notional). Simulate market buy by walking ask ladder; slippage = volume-weighted avg price − ask1 (points and %).
- K-line breakout / support–resistance (Case 9): Trigger: e.g. “breakout, support, resistance”, “K-line”, “does X show signs of breaking out?”. Spot: get_spot_candlesticks → get_spot_tickers. Futures: get_futures_candlesticks → get_futures_tickers. Use candlesticks for support/resistance levels; use tickers for 24h price, volume, change (momentum).
- Liquidity + weekend vs weekday (Case 10): Trigger: e.g. “liquidity”, “weekend vs weekday”, “compare weekend and weekday”. Spot: get_spot_order_book → get_spot_candlesticks(90d) → get_spot_tickers. Futures: get_futures_contract → get_futures_order_book → get_futures_candlesticks(90d) → get_futures_tickers (use quanto_multiplier for depth notional). Order book for current depth; 90d candlesticks to split weekend vs weekday volume and return; compare and summarize.
Important Notes
- All analysis is read-only — no trading operations are performed.
- Gate MCP must be configured (use
gate-mcp-installerskill if needed). - MCP call order and output format are in
references/scenarios.md; follow them for consistent behavior. - Always include a disclaimer: analysis is data-based, not investment advice.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
perigon-backend
Perigon ASP.NET Core + EF Core + Aspire conventions
perigon-agent
Pointers for Copilot/agents to apply Perigon conventions
perigon-angular
Angular 21+ standalone/Material/signal conventions for Perigon WebApp
fastapi-mastery
Comprehensive FastAPI development skill covering REST API creation, routing, request/response handling, validation, authentication, database integration, middleware, and deployment. Use when working with FastAPI projects, building APIs, implementing CRUD operations, setting up authentication/authorization, integrating databases (SQL/NoSQL), adding middleware, handling WebSockets, or deploying FastAPI applications. Triggered by requests involving .py files with FastAPI code, API endpoint creation, Pydantic models, or FastAPI-specific features.
context7-efficient
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering. Fetches code examples, API references, and best practices for JavaScript, Python, Go, Rust, and other libraries. Use when users ask about library documentation, need code examples, want API usage patterns, are learning a new framework, need syntax reference, or troubleshooting with library-specific information. Triggers include questions like "Show me React hooks", "How do I use Prisma", "What's the Next.js routing syntax", or any request for library/framework documentation.
browser-use
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction.
Didn't find tool you were looking for?