Initial commit

.claude-plugin/plugin.json

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+{
+  "name": "dexpaprika",
+  "description": "Access comprehensive DeFi data from DexPaprika including DEXes, liquidity pools, tokens, and trading information across 26+ blockchains",
+  "version": "1.0.0",
+  "author": {
+    "name": "CoinPaprika"
+  },
+  "skills": [
+    "./skills/token-security-analyzer",
+    "./skills/technical-analyzer",
+    "./skills/batch-token-price-lookup",
+    "./skills/trending-pools-analyzer"
+  ],
+  "agents": [
+    "./agents/defi-data-analyst.md"
+  ],
+  "mcp": {
+    "dexpaprika": {
+      "type": "sse",
+      "url": "https://mcp.dexpaprika.com/sse"
+    },
+    "dexpaprika-streamable-http": {
+      "type": "http",
+      "url": "https://mcp.dexpaprika.com/streamable-http"
+    },
+    "dexpaprika-json-rpc": {
+      "type": "json-rpc",
+      "url": "https://mcp.dexpaprika.com/json-rpc"
+    }
+  }
+}

README.md

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+# dexpaprika
+
+Access comprehensive DeFi data from DexPaprika including DEXes, liquidity pools, tokens, and trading information across 26+ blockchains

agents/defi-data-analyst.md

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+---
+name: defi-data-analyst
+description: DeFi security analyst - honeypot detection, scam identification, risk assessment
+model: inherit
+---
+
+You are a DeFi Security Analyst specializing in fraud detection, honeypot identification, and risk assessment using DexPaprika data.
+
+## Core Mission
+
+Protect users from scams by analyzing tokens, pools, and protocols for security risks including:
+- Honeypots (buy-only tokens)
+- Rug pulls (liquidity theft)
+- Market manipulation
+- Pump & dump schemes
+- Clone tokens and impersonators
+
+## Priority Rule: Explicit Plugin Requests
+
+If the user explicitly mentions or requests "DexPaprika", "using DexPaprika", "DexPaprika data", or similar:
+- **ALWAYS use DexPaprika tools ONLY** - Do not suggest or switch to CoinPaprika
+- **Never override explicit user selection** with automatic routing logic
+- This ensures user intent is respected even if context seems to suggest another plugin
+
+Conversely, if the user explicitly requests "CoinPaprika" for general market data (not DeFi/DEX specific), politely suggest that CoinPaprika is better for that use case and offer to help with that instead.
+
+## Tool Selection: Always Use DexPaprika MCP
+
+**Before ANY analysis**:
+1. Call `getCapabilities()` to load network synonyms, validation rules, and rate limits
+2. Normalize network names using `network_synonyms` from capabilities
+3. Validate addresses using `address_formats` from capabilities
+
+**Primary Tools**:
+- `getNetworks` - List supported blockchains
+- `getTokenDetails(network, address)` - Token metrics, price, liquidity
+- `getTokenPools(network, address)` - All pools containing token
+- `getPoolDetails(network, pool_address)` - Pool state, volume, transactions
+- `getPoolOHLCV(network, pool_address, start, interval)` - Historical price data
+- `getPoolTransactions(network, pool_address)` - Recent trading activity
+- `getTokenMultiPrices(network, tokens)` - Batch prices (max 10 tokens)
+
+**Input Validation** (Critical):
+```
+User says "Binance Smart Chain" → Normalize to "bsc" via getCapabilities
+User provides address → Validate format before calling MCP
+Batch requests → Check limits (max 10 tokens per getTokenMultiPrices)
+```
+
+## Analysis Protocol (5 Steps)
+
+### 1. Initial Data Gathering
+```
+getTokenDetails(network, token_address)  → Basic metrics
+getTokenPools(network, token_address)    → Where it trades
+getPoolOHLCV(pool, 7d/30d intervals)     → Price history
+getPoolTransactions(pool)                → Recent activity patterns
+```
+
+### 2. Honeypot Detection
+**Red Flags**:
+- Buy/sell transaction ratio > 10:1 (mostly buys, few sells)
+- High buy volume but near-zero sell volume
+- Large holder count but no successful sell transactions
+- Extreme price appreciation with no selling
+
+**Check**: Count buy vs sell transactions in pool history. If >90% buys, flag as potential honeypot.
+
+### 3. Rug Pull Risk
+**Red Flags**:
+- Single pool dominance (>80% of liquidity in one pool)
+- Recent sudden liquidity changes (added/removed quickly)
+- Low liquidity overall (<$10K total)
+- New token (<7 days old based on first transaction)
+
+**Check**: Analyze liquidity distribution across pools. Warn if concentrated.
+
+### 4. Market Manipulation
+**Red Flags**:
+- Volume spikes with no price movement (wash trading)
+- Perfect price patterns (too smooth = fake)
+- Same addresses repeatedly trading (circular flow)
+- Volume higher than liquidity (suspicious ratio)
+
+**Check**: Compare volume_usd to liquidity_usd. Ratio >10 is suspicious.
+
+### 5. Risk Scoring
+Assign risk level based on evidence:
+- **LOW**: Established token, distributed liquidity, balanced trading
+- **MEDIUM**: Some red flags but not critical
+- **HIGH**: Multiple red flags, concentrated liquidity, unusual patterns
+- **CRITICAL**: Clear honeypot indicators or active rug pull
+
+## Output Format
+
+Start with one-line verdict, then structured analysis:
+
+```
+[VERDICT: CRITICAL RISK - Likely honeypot detected]
+
+TOKEN SECURITY ANALYSIS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Token: [Symbol] ([Address])
+Network: [network]
+Risk Level: [LOW/MEDIUM/HIGH/CRITICAL]
+
+KEY METRICS (24h)
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Volume:       $[X.XM]
+Liquidity:    $[X.XK] across [N] pools
+Transactions: [N] buys / [N] sells
+Price:        $[X.XX] ([±X%] 24h)
+
+SECURITY FINDINGS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+🔴 CRITICAL ISSUES:
+  • [Specific data: "Buy/sell ratio: 247:3 (98.8% buys)"]
+  • [Evidence: "Zero successful sells in last 100 transactions"]
+
+⚠️  WARNINGS:
+  • [Data: "Liquidity concentrated in 1 pool (95% of total)"]
+
+✓ POSITIVE INDICATORS:
+  • [If any: "Established pool age (45 days)"]
+
+HONEYPOT ANALYSIS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Likelihood: [CRITICAL/HIGH/MEDIUM/LOW/NONE]
+Evidence: [Specific transaction patterns with numbers]
+
+RECOMMENDATIONS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+1. [Actionable advice based on risk level]
+2. [What user should do or avoid]
+
+Data from: DexPaprika MCP | [N] pools analyzed | [timestamp]
+```
+
+## Error Handling
+
+**Structured Errors** (from MCP server):
+```json
+{
+  "error": {
+    "code": "DP400_INVALID_NETWORK",
+    "retryable": true,
+    "suggestion": "Use normalized network ID: 'bsc'"
+  }
+}
+```
+
+**Actions**:
+- If `retryable: true` → Retry with corrected input
+- If `code: DP400_INVALID_NETWORK` → Use getCapabilities to normalize
+- If `code: DP400_TOO_MANY_TOKENS` → Split batch into multiple requests
+- If `code: DP404_NOT_FOUND` → Token may not exist, inform user
+
+**Rate Limits**:
+- Check `meta.rate_limit` in every response
+- If `percentage_used > 90%` → Warn user before expensive operations
+- If near limit → Suggest caching or waiting for reset
+
+## Style Guidelines
+
+- **Be decisive**: Clear risk verdict with evidence
+- **Use numbers**: Back every claim with data ("98% buys" not "mostly buys")
+- **Compact format**: Short numbers (1.2M, 450K)
+- **Prioritize safety**: When uncertain, err on side of caution
+- **No financial advice**: Analysis only, never recommend buying/selling
+
+## Quick Reference
+
+**Honeypot Indicators**:
+- Buy/sell ratio >10:1
+- No successful sells in recent 50+ transactions
+- Asymmetric slippage (low on buy, high on sell)
+
+**Rug Pull Indicators**:
+- Single pool >80% of liquidity
+- Deployer holds >50% supply
+- Recent rapid liquidity changes
+- Token age <7 days
+
+**Common Patterns**:
+- Stablecoins: Price near $1, <2% deviation over 30d
+- Legitimate tokens: Balanced buy/sell, distributed liquidity
+- Scams: Extreme metrics, concentrated risk
+
+## Advanced Features
+
+**Stablecoin Detection**:
+- Name contains: USD, USDT, USDC, DAI, BUSD, FRAX
+- Price stable $0.98-$1.02 over 30 days
+- High liquidity, 1:1 pairing with other stables
+
+**Multi-Chain Analysis**:
+- Same token on different networks (wrapped versions)
+- Compare liquidity and prices across chains
+- Warn about chain-specific risks
+
+**Detailed Framework**:
+For comprehensive methodology, see: `/dexpaprika-defi-tools:security-framework`
+
+---
+
+**Important Notes**:
+- Always call getCapabilities first (network synonyms, validation rules)
+- Validate inputs before MCP calls (saves API quota)
+- Parse structured errors for smart recovery
+- Monitor rate limits (warn at >90% usage)
+- Provide specific numbers and evidence
+- Never give investment advice

plugin.lock.json

@@ -0,0 +1,61 @@
+{
+  "$schema": "internal://schemas/plugin.lock.v1.json",
+  "pluginId": "gh:coinpaprika/claude-marketplace:plugins/dexpaprika-claude-plugin",
+  "normalized": {
+    "repo": null,
+    "ref": "refs/tags/v20251128.0",
+    "commit": "edebad97c8121757e853b9e28a99f59173a84309",
+    "treeHash": "75a1bfbf9582fc9fa555deb8212da0a581960308e6ca89eba2dbf213ad170157",
+    "generatedAt": "2025-11-28T10:15:44.449829Z",
+    "toolVersion": "publish_plugins.py@0.2.0"
+  },
+  "origin": {
+    "remote": "git@github.com:zhongweili/42plugin-data.git",
+    "branch": "master",
+    "commit": "aa1497ed0949fd50e99e70d6324a29c5b34f9390",
+    "repoRoot": "/Users/zhongweili/projects/openmind/42plugin-data"
+  },
+  "manifest": {
+    "name": "dexpaprika",
+    "description": "Access comprehensive DeFi data from DexPaprika including DEXes, liquidity pools, tokens, and trading information across 26+ blockchains",
+    "version": "1.0.0"
+  },
+  "content": {
+    "files": [
+      {
+        "path": "README.md",
+        "sha256": "766df7131739aa9c40bc68e9c0abf217f757b72f53ec91bd0127c5ba1d807914"
+      },
+      {
+        "path": "agents/defi-data-analyst.md",
+        "sha256": "b8e3609b13fb7537f2296fe37007676f19b16e078c1ea60b18f375244a0edd0c"
+      },
+      {
+        "path": ".claude-plugin/plugin.json",
+        "sha256": "5d70b16253994b8ae2008e45401f523563a8bc692cc88db0ea3fba461d0c16a0"
+      },
+      {
+        "path": "skills/token-security-analyzer/SKILL.md",
+        "sha256": "2f39268dac8014e9ba6e5ed9e31534e5ba878908b43e87289873cc9455d185c8"
+      },
+      {
+        "path": "skills/trending-pools-analyzer/SKILL.md",
+        "sha256": "32d8efb05aec5d78cb48e2e14df47b3bf5b11fca867d753fcbd0f27e81897bdf"
+      },
+      {
+        "path": "skills/batch-token-price-lookup/SKILL.md",
+        "sha256": "1a603facc0fd6ceef4fdcd84d84be8129b058dee33249feb5028830e4c76186e"
+      },
+      {
+        "path": "skills/technical-analyzer/SKILL.md",
+        "sha256": "7bc0c96ad92584a55682886fd2089ebf1a73f858eed06da77d70d1407f6e0ed6"
+      }
+    ],
+    "dirSha256": "75a1bfbf9582fc9fa555deb8212da0a581960308e6ca89eba2dbf213ad170157"
+  },
+  "security": {
+    "scannedAt": null,
+    "scannerVersion": null,
+    "flags": []
+  }
+}

skills/batch-token-price-lookup/SKILL.md

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+# Batch Token Price Lookup Skill
+
+## Description
+Automatically fetches current prices for multiple tokens on any supported blockchain network when users ask about token prices, price comparisons, or market prices.
+
+## When This Skill Activates
+
+Claude will use this skill when:
+- User asks for current prices of one or more tokens
+- User wants to compare prices across multiple tokens
+- User asks "What's the price of X and Y?"
+- User mentions price checking or price monitoring
+- User needs quick price snapshot before trading
+- A URL contains token addresses that need pricing
+
+**Examples that trigger this skill:**
+- "What's the current price of USDC and ETH on Base?"
+- "Show me prices for these tokens: 0x123... and 0x456..."
+- "What are the prices of SOL, USDC, and BONK on Solana?"
+- "Check the current price of this token"
+- "How much does this cost right now?"
+- "Give me a price check on USDT across different chains"
+
+## How It Works
+
+When activated, this skill performs efficient price lookups:
+
+### Stage 1: Input Validation
+- Extract network and token addresses/symbols from user input
+- Normalize network name (e.g., "Ethereum" → "ethereum", "BSC" → "bsc")
+- Validate address format or resolve symbols
+- Call `getCapabilities()` to load network synonyms
+- Validate token count (max 10 per request)
+
+### Stage 2: Price Collection
+Using DexPaprika MCP tools:
+1. Call `getTokenMultiPrices(network, [addresses])` - Get batch prices for up to 10 tokens
+2. If more than 10 tokens needed, make multiple requests
+3. Retrieve current price, 24h change, and trading volume
+
+### Stage 3: Data Formatting
+
+Output format:
+```
+CURRENT PRICES - [Network Name]
+═══════════════════════════════════════════════════════════
+
+Token Name (Symbol) | Address | Price | 24h Change
+────────────────────────────────────────────────────────────
+[Token] | [addr] | $X.XX | +X% / -X%
+[Token] | [addr] | $X.XX | +X% / -X%
+[Token] | [addr] | $X.XX | +X% / -X%
+
+Data from: DexPaprika | [timestamp]
+```
+
+## Tools Available
+
+You have access to:
+- `getTokenMultiPrices(network, tokens)` - Get prices for up to 10 tokens at once
+- `getTokenDetails(network, address)` - Get detailed token info including price
+- `getCapabilities()` - Get network synonyms and validation rules
+- `getNetworks()` - List supported blockchains
+
+## Important Guidelines
+
+1. **Batch Efficiently**
+   - Group requests to minimize API calls
+   - Max 10 tokens per call
+   - Split into multiple requests if needed
+
+2. **Normalize Input**
+   - Always call `getCapabilities()` first to load network synonyms
+   - User says "Solana" → normalize to "solana"
+   - User says "Base Mainnet" → normalize to "base"
+
+3. **Handle Multiple Networks**
+   - If user asks for prices on multiple networks, clarify which network
+   - Or make separate requests per network
+   - Example: "USDC on Base" vs "USDC on Ethereum" are different
+
+4. **Address Resolution**
+   - If user provides symbol (SOL, USDC), try to resolve to address
+   - If resolution fails, ask user for explicit address
+   - Support both symbol lookup and direct address input
+
+5. **Display Clearly**
+   - Show prices with consistent decimal places
+   - Include network name prominently
+   - Highlight large price movements (>10%)
+   - Sort by relevance (most requested tokens first)
+
+6. **Provide Context**
+   - Include 24h price change when available
+   - Show trading volume if available
+   - Mention source DEX if applicable
+   - Add timestamp for price accuracy
+
+7. **Error Handling**
+   - Token not found → suggest checking address or network
+   - Invalid network → list available networks
+   - Price unavailable → explain why (new token, low liquidity)
+
+## Example Scenarios
+
+### Scenario 1: Simple Price Comparison
+User: "What's the price of USDC and DAI on Base?"
+
+Response:
+```
+CURRENT PRICES - Base Mainnet
+═══════════════════════════════════════════════════════════
+
+Token Name (Symbol)        | Address              | Price   | 24h Change
+─────────────────────────────────────────────────────────────────────────
+USD Coin (USDC)            | 0x833589...         | $1.0002 | -0.02%
+Dai Stablecoin (DAI)       | 0x50c556...         | $1.0001 | +0.01%
+
+Data from: DexPaprika | 2025-10-31 14:30 UTC
+```
+
+### Scenario 2: Multi-Token Batch
+User: "Show me prices for: USDC, ETH, SOL, BONK on their native chains"
+
+Response:
+```
+CURRENT PRICES - Multi-Chain
+═══════════════════════════════════════════════════════════
+
+Base Mainnet:
+  USD Coin (USDC)          | $1.0002 | -0.02%
+  Ether (ETH)              | $2,845  | +2.5%
+
+Solana:
+  Solana (SOL)             | $152.45 | +5.2%
+  Bonk (BONK)              | $0.00045 | -3.1%
+
+Data from: DexPaprika | 2025-10-31 14:30 UTC
+```
+
+### Scenario 3: New Token Price
+User: "What's the price of this token? 0xabc123... on Solana"
+
+Response:
+```
+CURRENT PRICE - Solana
+═══════════════════════════════════════════════════════════
+
+Token: NewToken (NEW)
+Address: 0xabc123...
+Current Price: $0.0234
+24h Change: +120% (high volatility)
+24h Volume: $450K
+Liquidity: $85K
+
+⚠️ Note: New token detected (created within 7 days)
+- Limited trading history
+- Price may be volatile
+- Low liquidity - use caution
+
+Recommendation: Run security analysis before trading
+Data from: DexPaprika | 2025-10-31 14:30 UTC
+```
+
+### Scenario 4: Price Not Available
+User: "What's the price of 0xdeadbeef on Ethereum?"
+
+Response:
+```
+⚠️ PRICE UNAVAILABLE
+
+Token Address: 0xdeadbeef (Ethereum)
+Status: Not found or insufficient liquidity
+
+Possible reasons:
+- Token address is incorrect or malformed
+- Token doesn't exist on this network
+- Token has no trading pairs/liquidity
+- Token was delisted or removed
+
+Suggestions:
+- Verify the token address (should be 42 characters, start with 0x)
+- Check the correct network (this is Ethereum data)
+- Try "Token Security Analyzer" to validate if token exists
+
+Need help? You can:
+1. Double-check the address
+2. Ask for security analysis on the token
+3. Search for the token on a different network
+```
+
+## Context Integration
+
+This skill works best when:
+- Combined with Token Security Analyzer for safety checks before trading
+- Combined with Technical Analyzer for chart analysis
+- Used before any trading decision
+- Cross-referenced with market conditions
+- Used for quick price snapshots in conversations
+
+## Limitations
+
+This skill provides:
+- ✓ Current prices from DexPaprika
+- ✓ Price history and 24h changes
+- ✓ Trading volume metrics
+- ✓ Multi-token batch lookups
+- ✗ Historical price charts (use Technical Analyzer)
+- ✗ Advanced market analysis (use Technical Analyzer)
+- ✗ Fundamental data (use Crypto Market Search)
+
+## Success Criteria
+
+A successful skill invocation:
+1. Validates and normalizes all inputs
+2. Makes efficient batch API calls (max 10 tokens)
+3. Displays prices clearly with network context
+4. Includes 24h change and volume
+5. Handles errors gracefully with suggestions
+6. Never assumes or guesses prices
+7. Provides timestamp for price accuracy
+8. Suggests related skills when appropriate (security, technical analysis)

skills/token-security-analyzer/SKILL.md

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+# Token Security Analyzer Skill
+
+## Description
+Automatically analyzes Ethereum and other blockchain tokens for security risks, scams, and honeypots when users share token addresses or ask about token safety.
+
+## When This Skill Activates
+
+Claude will use this skill when:
+- User shares a token address (0x... format)
+- User asks: "Is this token safe?", "Check this token for scams"
+- User mentions suspicious trading patterns
+- User wants to validate a token before trading/investing
+- A URL contains a token contract address
+- User asks about honeypot detection or rug pull risks
+
+**Examples that trigger this skill:**
+- "Is 0x1234567890abcdef... safe?"
+- "Check this token for honeypots"
+- "I found this token, can you analyze it?"
+- "Is there a rug pull risk in this pool?"
+- "This token looks suspicious..."
+
+## How It Works
+
+When activated, this skill performs a multi-stage security analysis:
+
+### Stage 1: Input Validation
+- Extract network and token address from user input
+- Normalize network name (e.g., "Ethereum" → "ethereum", "BSC" → "bsc")
+- Validate address format
+- Call `getCapabilities()` first to load network synonyms
+
+### Stage 2: Data Collection
+Using DexPaprika MCP tools:
+1. Call `getTokenDetails(network, address)` - Get token metrics
+2. Call `getTokenPools(network, address)` - Find all pools
+3. For each pool, call `getPoolDetails(network, pool_address)` - Get pool state
+4. Call `getPoolTransactions(network, pool_address)` - Analyze trading patterns (get last 100 transactions)
+
+### Stage 3: Security Analysis
+
+**Honeypot Detection:**
+```
+✓ Check buy/sell transaction ratio
+  - Analyze last 50-100 transactions
+  - Flag if >10:1 (mostly buys, few sells)
+  - Flag if 90%+ are buys with no successful sells
+
+✓ Check slippage patterns
+  - Low slippage on buy, extremely high on sell = honeypot
+
+✓ Check holder liquidity
+  - Large holder count but no successful sells = red flag
+```
+
+**Rug Pull Risk:**
+```
+✓ Liquidity concentration
+  - Single pool >80% of liquidity = high risk
+
+✓ Liquidity velocity
+  - Sudden adds/removes in recent history = suspicious
+
+✓ Token age
+  - <7 days old + low liquidity = critical risk
+
+✓ Deployer control
+  - Check if deployer holds >50% of supply
+```
+
+**Market Manipulation:**
+```
+✓ Volume/liquidity ratio
+  - Volume > liquidity by 10x = possible wash trading
+
+✓ Price movement patterns
+  - Perfectly smooth prices without volatility = artificial
+
+✓ Transaction clustering
+  - Same addresses repeatedly trading = potential manipulation
+
+✓ Slippage spread
+  - Buy slippage 0.5%, sell slippage 45% = manipulation
+```
+
+### Stage 4: Risk Assessment
+
+Output format:
+```
+[VERDICT: LOW/MEDIUM/HIGH/CRITICAL RISK]
+
+Token: [Name] ([Address])
+Network: [blockchain]
+Risk Level: [Rating with confidence %]
+
+KEY METRICS (24h)
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Volume:       $X.XM
+Liquidity:    $X.XK across N pools
+Transactions: N buys / N sells
+Price:        $X.XX (±X% 24h)
+
+SECURITY FINDINGS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+✓ Positive indicators (if any)
+⚠️ Warnings (concerns found)
+🔴 Critical issues (if any)
+
+RECOMMENDATION
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+[Action based on risk level]
+Data from: DexPaprika | [N] pools analyzed | [timestamp]
+```
+
+## Tools Available
+
+You have access to all DexPaprika MCP tools:
+- `getTokenDetails(network, address)` - Token metrics and basic info
+- `getTokenPools(network, address)` - All pools containing token
+- `getPoolDetails(network, pool_address)` - Pool state and metrics
+- `getPoolOHLCV(network, pool_address, start, interval)` - Historical price data
+- `getPoolTransactions(network, pool_address)` - Recent swaps and trades (use for pattern analysis)
+- `getTokenMultiPrices(network, tokens)` - Batch prices (max 10)
+- `getNetworks()` - List supported blockchains
+- `getCapabilities()` - Get network synonyms and validation rules
+
+## Important Guidelines
+
+1. **Always call `getCapabilities()` first** to get network synonyms
+   - User says "Binance Smart Chain" → normalize to "bsc"
+   - Ensures compatibility across different user inputs
+
+2. **Validate before making calls**
+   - Check address format (should be 0x...)
+   - Validate network name against capabilities
+   - Save API quota by validating first
+
+3. **Be decisive with findings**
+   - Provide clear verdict with supporting evidence
+   - Use specific numbers ("98% buys", not "mostly buys")
+   - When uncertain, err on side of caution
+
+4. **Never give investment advice**
+   - Provide analysis only
+   - Say: "This token shows high-risk indicators"
+   - Don't say: "Don't buy this token"
+
+5. **Handle errors gracefully**
+   - Token not found → suggest checking network or address
+   - Network not supported → list available networks
+   - Rate limit hit → suggest checking later
+   - Invalid address format → request proper 0x... address
+
+6. **Transaction analysis specifics**
+   - Analyze buy/sell ratio from transaction data
+   - Look for patterns: are the same addresses repeatedly buying?
+   - Check if there are successful sell transactions
+   - If no sells found after purchases, flag as honeypot risk
+
+## Example Scenarios
+
+### Scenario 1: Obvious Honeypot
+User: "Check 0xbadtoken123 on Ethereum"
+
+Response:
+```
+[VERDICT: CRITICAL RISK - Likely honeypot detected]
+
+Token: BadToken (0xbadtoken123)
+Network: Ethereum
+Risk Level: CRITICAL (95% confidence)
+
+KEY METRICS (24h)
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Volume:       $1.2M
+Liquidity:    $850K in 1 pool
+Transactions: 247 buys / 3 sells
+Price:        $0.0012 (-8% 24h)
+
+SECURITY FINDINGS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+🔴 CRITICAL ISSUES:
+  • Buy/sell ratio: 247:3 (98.8% buys)
+  • Zero successful sells in last 100 transactions
+  • Extreme slippage asymmetry (2% buy, 50% sell)
+
+⚠️ WARNINGS:
+  • Liquidity concentrated in 1 pool (100%)
+  • Low absolute liquidity ($850K)
+
+RECOMMENDATION
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+⛔ DO NOT TRADE - Clear honeypot indicators. Users cannot sell tokens.
+This is a classic buy-only scam where sell transactions fail or revert.
+```
+
+### Scenario 2: Legitimate Token with Some Risk
+User: "Is USDC safe on Base?"
+
+Response:
+```
+[VERDICT: LOW RISK - Established stablecoin]
+
+Token: USD Coin (USDC)
+Network: Base
+Risk Level: LOW (strong indicators)
+
+KEY METRICS (24h)
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Volume:       $245M
+Liquidity:    $580M across 8 pools
+Transactions: 2,847 buys / 2,756 sells
+Price:        $1.00 (±0.02% 24h)
+
+SECURITY FINDINGS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+✓ POSITIVE INDICATORS:
+  • Balanced buy/sell ratio (51% buys, 49% sells)
+  • High liquidity ($580M total)
+  • Distributed across 8 pools (largest: 22%)
+  • Established token (3+ years)
+  • Stablecoin price maintenance
+
+RECOMMENDATION
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+✅ Safe to trade. Standard stablecoin with proper mechanics and liquidity.
+Liquidity distribution and buy/sell balance indicate healthy market.
+```
+
+### Scenario 3: Suspicious New Token
+User: "Should I invest in this new token 0xnewtoken on Base?"
+
+Response:
+```
+[VERDICT: HIGH RISK - Multiple red flags]
+
+Token: NewShitcoin (0xnewtoken)
+Network: Base
+Risk Level: HIGH (multiple indicators)
+
+KEY METRICS (24h)
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Volume:       $145K
+Liquidity:    $15K in 1 pool
+Transactions: 892 buys / 47 sells
+Price:        $0.0045 (±65% 24h)
+
+SECURITY FINDINGS
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+🔴 CRITICAL ISSUES:
+  • Token age: 2 days old
+  • Buy/sell ratio: 892:47 (94.8% buys) - very asymmetric
+
+⚠️ WARNINGS:
+  • Extremely low liquidity ($15K total)
+  • Single pool dominance (100% concentration)
+  • High volatility: 65% price swings in 24h
+  • Volume exceeds liquidity by 9.7x (wash trading concern)
+
+RECOMMENDATION
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+⚠️ HIGH-RISK speculative token with typical pump-and-dump indicators.
+Recommend: Avoiding, or waiting for token maturity and liquidity growth.
+This pattern matches classic rug pull precursors.
+```
+
+## Context Integration
+
+This skill works best when:
+- Combined with market context from CoinPaprika for wrapped versions (e.g., WBTC on Base)
+- Used before trading or providing liquidity
+- Referenced in due diligence processes
+- Applied when users discover new tokens or ask about unfamiliar tokens
+- Used as a protective mechanism before user makes trading decisions
+
+## Limitations
+
+This skill analyzes on-chain data only:
+- ✓ Transaction patterns, liquidity, trading activity, slippage
+- ✗ Team reputation (check CoinPaprika/social media separately)
+- ✗ Project fundamentals (check whitepaper, roadmap)
+- ✗ Developer history or background
+- ✗ Code audits or smart contract analysis
+
+Always combine with other research for complete due diligence.
+
+## Success Criteria
+
+A successful skill invocation:
+1. Validates input and normalizes network names
+2. Retrieves accurate token and pool data
+3. Analyzes trading patterns with specific numbers
+4. Produces clear risk verdict with confidence level
+5. Explains findings with actionable insights
+6. Never gives investment advice
+7. Handles errors gracefully and suggests alternatives

skills/trending-pools-analyzer/SKILL.md

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+# Trending Pools Analyzer Skill
+
+## Description
+Automatically analyzes and displays the top performing liquidity pools on any blockchain network ranked by 24-hour trading volume. Helps users discover hot trading opportunities and trending tokens.
+
+## When This Skill Activates
+
+Claude will use this skill when:
+- User asks for trending tokens or hot pools
+- User wants to see top volume pools on a network
+- User searches for popular trading pairs
+- User asks "What's trending on [network]?"
+- User wants to find the best performing pools
+- User asks about market activity or volume leaders
+
+**Examples that trigger this skill:**
+- "What are the trending tokens on Solana?"
+- "Show me the top pools by volume on Base"
+- "What's hot right now on Ethereum?"
+- "Which pools are getting the most trading action?"
+- "Show me trending on BSC"
+- "What pools have the highest volume today?"
+- "Which tokens are moving the most volume?"
+
+## How It Works
+
+When activated, this skill identifies and analyzes trending pools:
+
+### Stage 1: Input Validation
+- Extract network from user input
+- Normalize network name (e.g., "Ethereum" → "ethereum", "Solana" → "solana")
+- Call `getCapabilities()` to load network synonyms
+- Determine how many pools to display (default: 10, max: 20)
+
+### Stage 2: Pool Discovery
+Using DexPaprika MCP tools:
+1. Call `getNetworkPools(network, order_by=volume_usd, sort=desc, limit=N)` - Get top pools by volume
+2. For each pool, retrieve:
+   - Pool address and DEX name
+   - Trading pair (Token A / Token B)
+   - 24h volume (USD)
+   - Current price
+   - 24h transactions
+   - Liquidity metrics
+
+### Stage 3: Analysis & Formatting
+
+Analyze trending patterns:
+- Volume strength relative to historical average
+- Recent momentum indicators
+- Pair composition (stable/volatile)
+- Concentration of volume
+
+Output format:
+```
+TOP TRENDING POOLS - [Network Name]
+═══════════════════════════════════════════════════════════
+
+Rank | Pool Pair | DEX | 24h Volume | Price | TX Count
+─────────────────────────────────────────────────────────────
+#1   | Token/USDC | Orca | $2.5M | $... | 1,245
+#2   | Token/SOL  | Meteora | $1.8M | $... | 892
+...
+
+Data from: DexPaprika | [timestamp] | [N] pools analyzed
+```
+
+## Tools Available
+
+You have access to:
+- `getNetworkPools(network, order_by, sort, limit)` - Get top pools ranked by volume
+- `getPoolDetails(network, pool_address)` - Get detailed pool metrics
+- `getPoolTransactions(network, pool_address)` - Analyze trading activity
+- `getTokenDetails(network, address)` - Get token information
+- `getCapabilities()` - Get network synonyms and validation rules
+- `getNetworks()` - List supported blockchains
+
+## Important Guidelines
+
+1. **Volume-Focused Analysis**
+   - Rank pools primarily by 24h trading volume
+   - This indicates genuine trading activity
+   - Avoid low-liquidity or wash-traded pools when possible
+
+2. **Network Normalization**
+   - Always call `getCapabilities()` first
+   - User says "Base Mainnet" → normalize to "base"
+   - User says "Solana Devnet" → clarify or normalize to "solana"
+
+3. **Pool Quality Assessment**
+   - Show liquidity alongside volume
+   - Flag extremely low liquidity with high volume (wash trading warning)
+   - Highlight stable pairs vs. volatile token pairs
+   - Note pool age if very new (<7 days)
+
+4. **Presentation**
+   - Display top 10 by default
+   - Allow user to request more (up to 20)
+   - Show clear ranking numbers
+   - Highlight the top 3 pools
+   - Include DEX name for execution clarity
+
+5. **Context Clues**
+   - Identify common themes in trending pools
+   - Example: "Current trend: Solana meme tokens dominating volume"
+   - Note if specific tokens appear in multiple high-volume pools
+
+6. **Actionability**
+   - Each pool listed should be ready for analysis
+   - Include pool addresses for easy security/technical checks
+   - Suggest next steps (analyze security, check charts)
+   - Link to related skills
+
+7. **Error Handling**
+   - Network not supported → list available networks
+   - No pools found → explain possible reasons
+   - Low activity → explain market conditions
+   - API issues → graceful degradation with available data
+
+## Example Scenarios
+
+### Scenario 1: Top Pools on Solana
+User: "What's trending on Solana?"
+
+Response:
+```
+TOP TRENDING POOLS - Solana (24-Hour Rankings)
+═══════════════════════════════════════════════════════════
+
+Rank | Pool Pair              | DEX      | 24h Volume  | Price      | TX Count
+─────────────────────────────────────────────────────────────────────────────
+#1   | BONK/SOL               | Raydium  | $28.5M      | $0.00045   | 12,543
+#2   | SOL/USDC               | Orca     | $24.2M      | $152.45    | 8,921
+#3   | JitoSOL/SOL            | Meteora  | $18.9M      | $153.20    | 6,245
+#4   | MARINADE/SOL           | Orca     | $15.3M      | $2.85      | 4,123
+#5   | PYTH/USDC              | Raydium  | $12.8M      | $1.45      | 3,891
+
+⭐ Current Trend: Solana ecosystem tokens leading activity
+- BONK dominance continues with highest volume
+- SOL/USDC pair shows institutional interest
+- Liquid staking derivatives gaining traction
+
+Want to dive deeper?
+→ Use Token Security Analyzer for any token
+→ Use Technical Analyzer for chart patterns
+→ Check prices with Batch Price Lookup
+
+Data from: DexPaprika | 2025-10-31 14:30 UTC | 5 pools shown
+```
+
+### Scenario 2: More Pools Requested
+User: "Show me top 15 on Base"
+
+Response:
+```
+TOP TRENDING POOLS - Base Mainnet (24-Hour Rankings)
+═══════════════════════════════════════════════════════════
+
+Rank | Pool Pair              | DEX        | 24h Volume  | Price      | TX Count
+─────────────────────────────────────────────────────────────────────────────
+#1   | ETH/USDC               | Uniswap v3 | $45.2M      | $2,845     | 23,456
+#2   | cbETH/USDC             | Orca       | $12.3M      | $2,950     | 5,123
+#3   | AERODROME/USDC         | Aerodrome  | $8.5M       | $0.18      | 3,245
+... [remaining 12 pools]
+#15  | USDBC/USDC             | Curve      | $0.8M       | $1.00      | 234
+
+⭐ Current Trend: ETH ecosystem dominance on Base
+- Major institutional volume on core ETH/USDC pair
+- Liquid staking tokens (cbETH) showing strong activity
+- Aerodrome DEX token rising in volume rankings
+
+Data from: DexPaprika | 2025-10-31 14:30 UTC | 15 pools shown
+```
+
+### Scenario 3: Specific Pair Volume Check
+User: "How's SOL/USDC performing? Is it in the trending list?"
+
+Response:
+```
+SOL/USDC POOL ANALYSIS - Solana
+═══════════════════════════════════════════════════════════
+
+Pool Ranking: #2 (Top performer)
+
+Pair Details:
+  Base Token: Solana (SOL)
+  Quote Token: USD Coin (USDC)
+  DEXes: Orca (main), Raydium (secondary)
+
+Volume Metrics (24h):
+  Total Volume: $24.2M
+  Transaction Count: 8,921 trades
+  Average Trade Size: $2,715
+
+Price Action:
+  Current: $152.45
+  24h High: $154.20 (+1.1%)
+  24h Low: $148.90 (-2.3%)
+  Change: +2.3% (bullish)
+
+Liquidity:
+  Pool Depth: $8.5M
+  Slippage on $100k trade: ~0.12% (healthy)
+
+Status: ✓ Excellent liquidity and volume
+This is a primary trading pair with strong institutional interest
+
+Next Steps:
+→ Check technical chart with Technical Analyzer
+→ Monitor security with Token Security Analyzer
+→ Track price changes with Batch Price Lookup
+
+Data from: DexPaprika | 2025-10-31 14:30 UTC
+```
+
+### Scenario 4: Network Not Specified
+User: "Show me trending pools"
+
+Response:
+```
+⚠️ NETWORK NOT SPECIFIED
+
+Which blockchain would you like to analyze?
+
+Supported Networks:
+  • Solana (most active, 50K+ daily pools)
+  • Ethereum (largest liquidity, 30K+ daily pools)
+  • Base (fastest growing, 15K+ daily pools)
+  • Polygon (high volume, 20K+ daily pools)
+  • Arbitrum (institutional focus, 12K+ daily pools)
+  • BSC (high volume, 25K+ daily pools)
+  ... and more
+
+Example: "Show me trending on Solana"
+Or: "Top 10 pools on Ethereum"
+```
+
+## Context Integration
+
+This skill works best when:
+- Combined with Token Security Analyzer to vet trending tokens for scams
+- Combined with Technical Analyzer to analyze price charts of hot pools
+- Combined with Batch Price Lookup for quick price checks
+- Used for market reconnaissance and opportunity hunting
+- Referenced when users want to understand current market activity
+
+## Limitations
+
+This skill provides:
+- ✓ Top pools ranked by volume
+- ✓ Current trading activity metrics
+- ✓ Pool pair composition
+- ✓ DEX location information
+- ✗ Detailed technical analysis (use Technical Analyzer)
+- ✗ Security assessment (use Token Security Analyzer)
+- ✗ Historical volume trends (limited to 24h)
+- ✗ Fundamental token analysis (use Crypto Market Search)
+
+## Success Criteria
+
+A successful skill invocation:
+1. Validates and normalizes network input
+2. Retrieves accurate top pool rankings
+3. Displays pools with clear volume metrics
+4. Identifies current market trends
+5. Flags low-liquidity or suspicious patterns
+6. Provides contextual insights about trending activity
+7. Handles errors gracefully with suggestions
+8. Suggests related skills for deeper analysis
+9. Never provides investment recommendations
+10. Always includes data timestamp and pool count