Meme Signal Scanner

Free meme coin signal scanner. Aggregates DEXScreener, Pump.fun, GeckoTerminal, CoinGecko trending data. Scores tokens 0-100 with risk assessment.

Security Scan

The skill's instructions align with a meme-coin scanner (public API calls, scoring), but it contains underspecified behaviors — notably

Purpose & Capability

Name/description match the instructions: it polls public crypto analytics endpoints and scores tokens. No unexpected binaries, installs, or credentials are requested, which is proportionate to the stated purpose.

Instruction Scope

Instructions are explicit about fetching public APIs and scoring, but they also say 'Report strong signals to creator' and 'Built by/Powered by Lobster Signal API' without specifying how reports are delivered or what external endpoint is used. The workflow also prescribes a 5-minute polling schedule and 24h in-memory retention — acceptable technically but the spec doesn't declare how periodic execution or outbound reporting will actually occur.

Install Mechanism

Instruction-only skill with no install steps or external downloads. This is the lowest-risk install model and consistent with the content.

Credentials

The skill requests no environment variables or credentials, yet claims a 'Lobster Signal API' and asks to report signals to the creator. If an external push/report mechanism is intended, credentials or a webhook URL would normally be required; their absence is unexplained and could hide implicit exfiltration instructions embedded elsewhere at runtime.

Persistence & Privilege

Registry-level flags show no forced always-on privilege. The SKILL.md contains 'auto-activate: true' and multiple triggers — this suggests the skill may try to auto-activate when matching queries, but it does not request system-level persistence or platform-wide overrides. Clarify whether 'auto-activate' is enforced by the platform or only informational.

What to consider before installing

This skill mostly does what it says: it polls public crypto APIs and scores tokens. However, before installing, ask the author to clarify two things: (1) Where and how are "strong signals" reported to the creator (what endpoint or channel), and will any credentials or webhooks be needed? (2) What does 'Powered by Lobster Signal API' mean — is data sent to an external service, and if so, what data is transmitted and retained? Also confirm how the 5‑minute polling is implemented (agent-internal schedule or external runner). If you cannot get clear answers, treat the skill as risky because it could send data externally without declaring how.

Free real-time meme coin signal aggregator. Scan multiple sources, score opportunities, assess risk.

Data Sources (all free, no API key needed)

DEXScreener

# Latest boosted tokens
curl -s 'https://api.dexscreener.com/token-boosts/latest/v1'

# Top boosted tokens
curl -s 'https://api.dexscreener.com/token-boosts/top/v1'

# Token details
curl -s 'https://api.dexscreener.com/latest/dex/tokens/TOKEN_ADDRESS'

# Search
curl -s 'https://api.dexscreener.com/latest/dex/search?q=KEYWORD'

GeckoTerminal (DEX analytics)

# Trending pools by chain
curl -s 'https://api.geckoterminal.com/api/v2/networks/solana/trending_pools'
curl -s 'https://api.geckoterminal.com/api/v2/networks/eth/trending_pools'
curl -s 'https://api.geckoterminal.com/api/v2/networks/base/trending_pools'

# New pools
curl -s 'https://api.geckoterminal.com/api/v2/networks/solana/new_pools'

Pump.fun (Solana meme launchpad)

# Latest coins
curl -s 'https://frontend-api-v3.pump.fun/coins/latest'

# Search
curl -s 'https://frontend-api-v3.pump.fun/coins?searchTerm=KEYWORD&sort=market_cap&order=DESC&limit=20'

CoinGecko Trending

curl -s 'https://api.coingecko.com/api/v3/search/trending'

Scoring System (0-100)

Factor	Condition	Points
Liquidity	> $50k	+20
Liquidity	$10k-$50k	+10
Momentum	5min change > 50%	+20
Momentum	5min change > 20%	+10
Holders	> 100	+15
Holders	> 30	+8
Distribution	Top holder < 10%	+15
Distribution	Top holder < 20%	+8
Social	Has Twitter/Telegram/Website	+15
Narrative	Hot topic (AI/politics/celebrity)	+15

Risk Assessment

• 🟢 Low (score ≥ 70): Strong fundamentals, likely safe entry
• 🟡 Medium (score 40-69): Decent but watch closely
• 🔴 High (score < 40 OR liquidity < $5k OR top holder > 30%): Rug risk

Narrative Detection

Auto-tag tokens by narrative:

• AI: matches ai, agent, gpt, llm, claude, openai
• Politics: trump, biden, maga, election
• Elon/Doge: elon, musk, doge, shib
• Meme Classic: pepe, wojak, chad, frog
• Animal: cat, dog, inu

Workflow

Every 5 minutes:
1. Fetch DEXScreener boosts (latest + top)
2. Fetch GeckoTerminal trending (SOL/ETH/Base)
3. Fetch Pump.fun latest
4. Fetch CoinGecko trending
5. For each new token:
   a. Score it (0-100)
   b. Assess risk (low/medium/high)
   c. Detect narrative
   d. If score ≥ 70: 🟢 ALERT
   e. If score 40-69: 🟡 WATCH
   f. If score < 40: skip
6. Store signals in memory (keep 24h)
7. Report strong signals to creator

Signal Output Format

🚀 MEME SIGNAL: $TOKEN
Chain: solana | Score: 85/100 | Risk: 🟢 LOW
Price: $0.00123 | MCap: $500k | Liq: $80k
5min: +150% | 1h: +300%
Holders: 234 | Top: 8%
Narrative: AI agent meme
🔗 https://dexscreener.com/solana/ADDRESS

Pro Tips

• Focus on Solana and Base (most meme activity)
• Tokens with AI narrative + high liquidity = best risk/reward in current meta
• Avoid tokens where top holder > 20% (whale dump risk)
• Best entry: score > 70, liquidity > $50k, < 2 hours old

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