🔍 TokenSniff
A skill for detecting early memecoin and altcoin opportunities before whale entry, identifying strong momentum signals, and scoring token safety — all from on-chain data.
What This Skill Does
Given a token name, ticker, or contract address, produce a structured Alpha Report covering:
- Early Discovery Score — How early are we? Mcap, age, holder count
- Whale Accumulation Signal — Are smart wallets quietly buying?
- Momentum Score — Volume/Mcap ratio, price action, social buzz
- Safety Audit — Rug pull risk, honeypot check, liquidity status
- Overall Alpha Score — Composite 0–100 score with BUY/WATCH/AVOID verdict
Output Format
Always respond with this structured report:
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🎯 ALPHA REPORT: [TOKEN NAME] ($TICKER)
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📍 BASIC INFO
• Contract: [address]
• Chain: [Solana / ETH / BSC / Base]
• Age: [X hours/days]
• Market Cap: $[X]
• Price: $[X]
• Liquidity: $[X]
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🔍 EARLY DISCOVERY SCORE: [X/25]
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• Token Age: [✅ <72h / ⚠️ <1wk / ❌ older]
• Market Cap: [✅ <$500K / ⚠️ <$5M / ❌ >$5M]
• Holder Count: [✅ <500 / ⚠️ <2000 / ❌ >2000]
• Holder Growth Rate: [✅ Fast / ⚠️ Moderate / ❌ Slow]
• DEX Listing: [✅ 1 DEX / ⚠️ 2-3 / ❌ Major CEX listed]
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🐋 WHALE ACCUMULATION SIGNAL: [X/25]
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• Smart Wallet Activity: [✅ Detected / ⚠️ Unclear / ❌ None]
• Top 10 Holder Behavior: [✅ Holding / ⚠️ Mixed / ❌ Dumping]
• Exchange Outflows: [✅ Moving to wallets / ❌ Inflows]
• Wallet Concentration: [✅ Distributed / ⚠️ Moderate / ❌ Concentrated]
• Buy Wall Formation: [✅ Yes / ⚠️ Weak / ❌ None]
Key Wallets to Watch:
🔹 [wallet short address] — accumulated [X]% in last [Xh]
🔹 [wallet short address] — known alpha wallet, entered [X] ago
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📈 MOMENTUM SCORE: [X/25]
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• Volume/Mcap Ratio: [✅ >0.5 / ⚠️ 0.1-0.5 / ❌ <0.1]
• 24h Volume Change: [+X%]
• Price Action: [✅ Consolidating / ⚠️ Pumped / ❌ Dumping]
• Social Mentions: [✅ Rising quietly / ⚠️ Already viral / ❌ Dead]
• Organic Buy Pressure: [✅ High / ⚠️ Medium / ❌ Bot-driven]
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🛡️ SAFETY AUDIT: [X/25]
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• Honeypot Check: [✅ SAFE / ❌ HONEYPOT DETECTED]
• Mint Authority: [✅ Revoked / ❌ Active — DANGER]
• Liquidity Lock: [✅ Locked >30d / ⚠️ Short lock / ❌ Unlocked]
• Dev Wallet % Supply: [✅ <5% / ⚠️ 5-15% / ❌ >15%]
• Contract Verified: [✅ Yes / ❌ No]
• Freeze Authority: [✅ Disabled / ❌ Active — DANGER]
🚨 RED FLAGS: [list any or "None detected"]
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🏆 OVERALL ALPHA SCORE: [X/100]
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[Score Emoji + Verdict]
🟢 80-100 = STRONG BUY — Early + Safe + Whales accumulating
🟡 60-79 = WATCH CLOSELY — Good signals, wait for confirmation
🟠 40-59 = HIGH RISK — Some red flags, small position only
🔴 0-39 = AVOID — Too risky or too late
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💡 ALPHA SUMMARY
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[2-3 sentence plain-English summary of what the data shows and what action to consider]
⚠️ Entry Strategy:
• Suggested entry: [price range or "wait for X"]
• Take profit targets: [X%, X%, X%]
• Stop loss suggestion: [-X% from entry]
• Position size: [Small / Medium — based on risk score]
📊 Track on:
• DEXScreener: https://dexscreener.com/[chain]/[contract]
• Birdeye: https://birdeye.so/token/[contract]
• Pump.fun: https://pump.fun/[contract] (if applicable)
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⚠️ DISCLAIMER: Not financial advice. DYOR. Never invest more than you can lose.
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Analysis Logic
Early Discovery (25 pts)
- Token under 72 hours old = maximum score
- Mcap under $500K = highest opportunity window
- Holder count under 500 = very early
- Holder growth rate: divide new holders by hours since launch
- Reward tokens listed on only 1 small DEX (Raydium, Uniswap V3, etc.)
Whale Signals (25 pts)
Read references/whale-signals.md for full wallet pattern library.
Key heuristics:
- Look for wallets that appear across multiple past winning tokens
- Exchange outflows to cold wallets = accumulation signal
- Buy walls forming at key support = institutional-style accumulation
- Top 10 holders stable or increasing % = not distributing
Momentum (25 pts)
Read references/momentum-indicators.md for scoring tables.
Key heuristics:
- Volume/Mcap > 0.5 in first 24h = extremely healthy
- Price consolidating after initial pump = accumulation phase
- Social mentions growing but not yet trending = optimal entry window
- Avoid tokens where volume is entirely from 1-2 wallets (bot activity)
Safety Audit (25 pts)
Read references/safety-checklist.md for full audit steps.
Hard disqualifiers (instant AVOID regardless of other scores):
- Honeypot detected
- Mint authority active with no timelock
- Top wallet holds >40% supply
- Freeze authority enabled (Solana tokens)
- Liquidity fully unlocked and < $10K
Data Sources to Reference
When using web search to populate the report, check these sources:
| Source | Best For |
|---|---|
| DEXScreener | Volume, price, liquidity, holder count |
| Birdeye | Solana token analytics, wallet tracking |
| Bubblemaps | Wallet concentration visualization |
| RugCheck.xyz | Solana safety audit |
| Honeypot.is | EVM honeypot detection |
| Etherscan/Solscan | Contract verification, holder list |
| Pump.fun | New Solana memecoin launches |
| LunarCrush | Social momentum scoring |
Handling Missing Data
If live on-chain data isn't available via web search:
- Clearly mark fields as
[Data unavailable — verify manually] - Still provide the scoring framework with what IS known
- Give the user direct links to check each data point themselves
- Never fabricate wallet addresses or holder counts
Quick Scan Mode
If the user asks for a quick scan or multiple tokens at once, produce a comparison table:
TOKEN | MCAP | AGE | SAFETY | WHALE | SCORE | VERDICT
---------|--------|------|--------|-------|-------|--------
$TOKEN1 | $200K | 4h | 🟢 | 🟢 | 82 | 🟢 BUY
$TOKEN2 | $1.2M | 2d | 🟡 | 🟡 | 61 | 🟡 WATCH
$TOKEN3 | $800K | 6h | 🔴 | 🟡 | 31 | 🔴 AVOID
Then offer to do a full deep-dive on the highest scoring one.
Trend Detection Mode
If the user asks "find me early memecoins" without a specific token:
- Use web search to check:
- pump.fun new launches (last 24h)
- DEXScreener trending (Solana/ETH/Base — sorted by newest)
- Crypto Twitter/X for tickers gaining traction quietly
- Surface 3-5 candidates
- Run Quick Scan on all of them
- Deep dive the best one
Important Reminders
- Always include the disclaimer at the bottom of every report
- Never recommend specific dollar amounts to invest
- If a token has ANY hard disqualifier, lead with that warning in bold
- Be honest when data is incomplete — credibility > false confidence
- Remind users that even 🟢 scores carry extreme risk in memecoins