CryptoLens

CryptoLens — AI-driven multi-coin crypto analysis. Compare 2-5 coins (relative performance, correlation matrix, volatility ranking), get single-coin technica...

Security Scan

The skill's code, instructions, and network calls are consistent with a paid crypto-analysis tool; the only notable concern is an embedded SkillPay API key in the script (documented in SKILL.md) which you should understand before using.

Purpose & Capability

Name/description (multi-coin comparison, indicators, scoring) match the bundled Python script and its use of CoinGecko/Hyperliquid data sources and charting libraries. Requiring python3 and numpy/matplotlib is proportionate.

Instruction Scope

SKILL.md directs the agent to run the included script with a user wallet id and to return generated charts via a MEDIA: <path> line. The runtime instructions and the script operate on market APIs and /tmp caches only — they do not request unrelated files, local credentials, or broad system access.

Install Mechanism

There is no download/install step beyond using the provided Python script and the small requirements.txt (matplotlib, numpy). No third-party archives or unusual install locations are used.

Credentials

The skill does not request environment variables or user secrets, but the Python script contains an embedded SkillPay API key and Skill ID (documented in SKILL.md as 'embedded'). Embedding a publisher billing key is consistent with a paid skill, but it means the key is present in distributed code and could be inspected or reused if exposed. SKILL.md also requires the user to provide a BNB wallet address (--user-id) for billing; the script does not ask for private keys.

Persistence & Privilege

The skill is not forced-always, does not modify other skills, and only writes transient cache files to /tmp. It does not request elevated or persistent system privileges.

Assessment

This skill appears to do what it says: fetch market data, compute indicators, and generate charts. Before installing, be aware that (1) the script embeds a publisher SkillPay API key and Skill ID — this is required for the skill to create billing charges for a provided wallet address, but the key is in cleartext in the code, so only install if you trust the publisher; (2) you should never provide private keys or secrets — the skill only needs a public wallet address for billing; (3) inspect the full script yourself (the provided file was truncated) or run it in a sandbox if you want to verify there are no hidden endpoints or behaviors; and (4) review SkillPay.me's terms and the payment flow described in SKILL.md so you understand whether charges require your explicit on-chain approval (as claimed). If you don't trust the publisher or the embedded key, do not install or run the skill.

AI-driven multi-coin cryptocurrency analysis with technical indicators.

⚠️ Billing Disclosure

This is a paid skill. Each command costs 1 token (0.001 USDT) via SkillPay.me.

How billing works:

1. You provide your BNB Chain wallet address via --user-id — this is your billing identity
2. The skill calls SkillPay to deduct 1 token from your balance before executing
3. If you have no balance, you receive a payment link to top up with USDT (BNB Chain)
4. You are never charged without explicit action — you must click the payment link and approve the transaction in your wallet
5. The embedded API key belongs to the skill publisher and can only initiate charges, not access your wallet or withdraw funds

You control your spending: deposit only what you want to use. No subscriptions, no auto-renewal.

Commands

1. Multi-Coin Compare

Compare 2-5 cryptocurrencies — relative performance overlay, volatility ranking, and correlation matrix.

python3 {baseDir}/scripts/crypto_lens.py compare BTC ETH SOL [--duration 7d] [--user-id UID]

Examples:

• python3 {baseDir}/scripts/crypto_lens.py compare BTC ETH SOL
• python3 {baseDir}/scripts/crypto_lens.py compare BTC ETH SOL HYPE ARB --duration 7d
• python3 {baseDir}/scripts/crypto_lens.py compare PEPE WIF BONK --duration 3d

Output:

• Price comparison table with change %, volatility ranking
• Normalized performance overlay chart (who outperformed)
• Return correlation matrix heatmap
• Chart saved as PNG

Billing: 1 token (0.001 USDT) per call.

2. Technical Analysis Chart

Single-coin candlestick chart with full technical indicator stack.

python3 {baseDir}/scripts/crypto_lens.py chart BTC [--duration 24h] [--user-id UID]

Examples:

• python3 {baseDir}/scripts/crypto_lens.py chart BTC
• python3 {baseDir}/scripts/crypto_lens.py chart ETH --duration 12h
• python3 {baseDir}/scripts/crypto_lens.py chart HYPE --duration 2d

Indicators included:

• MA(7/25/99) — Short / Medium / Long-term moving averages
• RSI(14) — Relative Strength Index with 30/70 zones
• MACD(12,26,9) — MACD line, signal line, histogram
• Bollinger Bands(20,2) — Volatility envelope

Billing: 1 token (0.001 USDT) per call.

3. AI Market Analysis

AI-driven scoring engine — comprehensive technical analysis with actionable signal and score.

python3 {baseDir}/scripts/crypto_lens.py analyze BTC [--duration 24h] [--user-id WALLET]

Examples:

• python3 {baseDir}/scripts/crypto_lens.py analyze BTC
• python3 {baseDir}/scripts/crypto_lens.py analyze ETH --duration 7d
• python3 {baseDir}/scripts/crypto_lens.py analyze HYPE --duration 2d --user-id 0x1234...

Output:

• 🎯 Composite score 0-100 (Strong Bearish → Strong Bullish)
• 🏷️ Signal label: 强烈看涨 / 看涨 / 中性 / 看跌 / 强烈看跌
• 📝 Per-indicator breakdown with point contribution:
  • RSI(14) zone analysis
  • MACD crossover + histogram momentum
  • MA(7/25/99) trend alignment
  • Price vs MA25 position
  • Bollinger Band position
  • Volume trend (price-volume confirmation)
  • Short-term momentum
• 💡 Actionable suggestion (one-line conclusion)
• 📈 Full TA chart attached

Scoring rules:

• RSI <30: +20 (oversold bullish) / RSI >70: -20 (overbought bearish)
• MACD golden cross: +15 / death cross: -15
• MA7>MA25>MA99 bullish alignment: +15
• Price at BB lower band: +15 / upper band: -15
• Volume + price confirmation: ±8
• Weighted sum → normalized to 0-100

Billing: 1 token (0.001 USDT) per call.

Duration Format

30m, 3h, 12h, 24h (default), 2d, 7d, 14d, 30d

Output Format

Returns JSON with:

• text_plain — Formatted text summary
• chart_path — Path to generated PNG chart

Chart as image (always when chart_path is present): You must send the chart as a photo, not as text. In your reply, output text_plain and on a new line: MEDIA: followed by the exact chart_path value (e.g. MEDIA: /tmp/cryptolens_chart_BTC_1769204734.png). Do not write [chart: path] or any other text placeholder — only the MEDIA: <chart_path> line makes the image appear.

Billing

All commands cost 1 token (0.001 USDT) per call via SkillPay.me (BNB Chain USDT). Billing credentials (API key and Skill ID) are embedded in the script — this is the standard SkillPay integration pattern for paid skills.

--user-id is required. Pass the end user's BNB Chain wallet address (e.g. 0x1234...abcd) as the user_id. This is the same address the user will use to top up balance via the payment link. The wallet address ensures billing identity is consistent across devices and sessions.

Example: --user-id 0x742d35Cc6634C0532925a3b844Bc9e7595f2bD18

If the user hasn't provided their wallet address yet, ask them for it before running this skill.

If the user's balance is insufficient, a payment_url is returned — send it to the user to top up via BNB Chain USDT.

Data Sources

1. Hyperliquid API — Preferred for supported tokens (HYPE, BTC, ETH, SOL, etc.)
2. CoinGecko API — Fallback for all other tokens