skills/okx/agent-skills/okx-sentiment-tracker

okx-sentiment-tracker

Installation
SKILL.md

OKX News & Sentiment

Crypto news aggregation and coin sentiment analysis for OKX. All commands are read-only and require API credentials (OAuth2.1).

Capabilities

User Intent Command
Latest/important news okx news latest
Coin-specific news okx news by-coin
Keyword news search okx news search
Sentiment-filtered news okx news by-sentiment
Full article content okx news detail
Coin sentiment snapshot okx news coin-sentiment
Sentiment trend okx news coin-trend
Sentiment ranking okx news sentiment-rank
News source list okx news platforms

Prerequisites

  1. Install okx CLI:
    npm install -g @okx_ai/okx-trade-cli
    
  2. Configure credentials in ~/.okx/config.toml
  3. Verify setup:
    okx news latest --limit 3
    

OKX News does not support demo mode. Always use --profile live silently — don't mention it unless there's an error.

On "not available in demo" errors: the user's current profile is configured with demo/simulated credentials. Tell the user: "News module does not support demo mode. Please switch to a live profile." Guide them to either:

  • Use --profile live if a live profile exists: okx --profile live news latest
  • Or create one: okx config add-profile AK=<key> SK=<secret> PP=<passphrase> name=live

All commands support --json for raw JSON output.

Quickstart

# Latest news
okx news latest --limit 5

# Today's important news
okx news important --begin $(date -d 'today 00:00:00' +%s000 2>/dev/null || date -v0H -v0M -v0S +%s000)

# BTC news
okx news by-coin --coins BTC

# Search for SEC ETF news
okx news search --keyword "SEC ETF"

# BTC sentiment overview
okx news coin-sentiment --coins BTC

# Trending coins (hottest right now)
okx news sentiment-rank

Intent → Command Mapping

Browse News

User says Command
"what's been happening in crypto lately" / "catch me up on recent news" okx news latest
"any big news today" / "what are the major stories right now" okx news important
"what happened in crypto yesterday" okx news latest --begin <yesterday_0am> --end <today_0am>
"any news on BTC recently" / "what's going on with BTC" okx news by-coin --coins BTC
"any major updates on ETH or SOL" okx news by-coin --coins ETH,SOL --importance high

Search News

User says Command
"any updates on the SEC ETF decision" okx news search --keyword "SEC ETF"
"what's the latest on stablecoin regulation" okx news search --keyword "stablecoin regulation"
"any news about the Bitcoin halving" okx news search --keyword "Bitcoin halving"

Coin Sentiment Analysis

User says Command
"is the market bullish or bearish on BTC right now" / "how do people feel about BTC" okx news coin-sentiment --coins BTC
"compare how people feel about ETH vs SOL" okx news coin-sentiment --coins ETH,SOL
"how has BTC sentiment changed over the past 24 hours" okx news coin-trend BTC --period 1h --points 24
"show me BTC sentiment over the past week" okx news coin-trend BTC --period 24h --points 7
"what's hot in crypto right now" / "which coins are getting the most attention" okx news sentiment-rank
"which coins are people most excited about" / "top bullish coins" okx news sentiment-rank --sort-by bullish
"which coins have the most negative sentiment" okx news sentiment-rank --sort-by bearish

Sentiment Anomaly Detection (multi-coin)

User says Workflow
"哪些币种情绪变化最大" / "any sentiment anomalies" / "which coins flipped sentiment" Anomaly Detection workflow
"过去一周有什么异动" / "sudden sentiment shifts" / "sentiment reversal" Anomaly Detection workflow
"有没有突然转看涨/看跌的" / "any coins turning bullish/bearish" Anomaly Detection workflow

These queries require a broad-then-deep approach: first scan all coins for anomalies, then deep-dive with news correlation. Follow the multi-phase workflow in references/workflows.md — do NOT just pick a few coins to analyze.

Source-Filtered News

Use --platform to filter by news source directly. Get available source names from okx news platforms first.

User says Command
"ChainCatcher 最近报道了什么" / "show me news from ChainCatcher" okx news latest --platform chaincatcher --importance low --limit 10
"Odaily 有什么新闻" / "news from techflowpost" okx news latest --platform odaily_flash --limit 10
"吴说区块链最近有什么" / "BWE news" okx news latest --platform wushou --importance low --limit 20

Important: When filtering by source, always use --importance low and a larger --limit (10-20) to maximize results, since individual sources typically have fewer articles than the aggregated feed. The --platform parameter accepts values from okx news platforms (e.g. blockbeats, odaily_flash, chaincatcher, techflowpost, bwe, 528btc, panews, wushou).

Cross-Skill Workflows

See references/workflows.md for multi-step scenarios (market overview, daily briefing, etc.) and full MCP tool → CLI mapping.

Command Reference

okx news latest

Get the latest crypto news sorted by time.

okx news latest [--coins BTC,ETH] [--begin <ms>] [--end <ms>]
               [--importance high|low] [--platform <source>]
               [--detail-lvl brief|summary|full] [--lang zh-CN|en-US]
               [--limit 10] [--after <cursor>] [--json]

okx news important

Get high-impact breaking news (reported by multiple sources).

okx news important [--coins BTC,ETH] [--begin <ms>] [--end <ms>]
                  [--detail-lvl brief|summary|full]
                  [--lang zh-CN|en-US] [--limit 10] [--json]

okx news by-coin

Get news for specific coins.

okx news by-coin --coins <BTC,ETH,...>
               [--importance high|low] [--platform <source>]
               [--begin <ms>] [--end <ms>] [--lang zh-CN|en-US]
               [--limit 10] [--json]

okx news search

Full-text keyword search with optional filters.

okx news search --keyword <text>
               [--coins BTC,ETH] [--importance high|low]
               [--platform <source>]
               [--sentiment bullish|bearish|neutral]
               [--sort-by latest|relevant]
               [--begin <ms>] [--end <ms>] [--lang zh-CN|en-US]
               [--limit 10] [--after <cursor>] [--json]

okx news detail

Get full article content by ID.

okx news detail <id>                  # news ID from previous result
               [--lang zh-CN|en-US] [--json]

okx news by-sentiment

Browse news filtered by sentiment (no keyword needed).

okx news by-sentiment --sentiment <bullish|bearish|neutral>
               [--coins BTC,ETH] [--importance high|low]
               [--sort-by latest|relevant]
               [--begin <ms>] [--end <ms>] [--lang zh-CN|en-US]
               [--limit 10] [--after <cursor>] [--json]

okx news platforms

List available news platforms. Use the returned values with --platform on latest, by-coin, or search commands to filter by source.

okx news platforms [--json]

okx news coin-sentiment

Get current sentiment snapshot for specific coins.

okx news coin-sentiment --coins <BTC,ETH,...>
               [--period 1h|4h|24h]  # aggregation granularity, default 24h
               [--json]

Returns: symbol, label (bullish/bearish/neutral/mixed), bullishRatio, bearishRatio, mentionCount.


okx news coin-trend

Get time-series sentiment trend for a coin. Note: uses positional arg (not --coins).

okx news coin-trend <coin>            # positional arg, e.g. BTC
               [--period 1h|4h|24h]  # aggregation granularity, default 1h
               [--points 24]          # trend data points, default 24
               [--json]

trendPoints guide: 1h period → use 24 (last 24h), 4h → use 6, 24h → use 7.


okx news sentiment-rank

Get coin ranking by social hotness or sentiment direction.

okx news sentiment-rank [--period 1h|4h|24h]
               [--sort-by hot|bullish|bearish]  # hot=by mentions (default), bullish, bearish
               [--limit 10]                     # max 50
               [--json]

MCP Tool Reference

Tool Description
news_get_latest Latest news sorted by time; pass importance=high for breaking news only
news_get_by_coin News for specific coins (coins is comma-separated string)
news_search Full-text keyword search with filters (optional sentiment filter)
news_get_detail Full article content by ID
news_get_domains List available news source domains
news_get_coin_sentiment Sentiment snapshot (no trendPoints) or time-series trend (pass trendPoints)
news_get_sentiment_ranking Coin ranking by hotness or sentiment direction

Coin Symbol Normalization

The API only accepts standard uppercase ticker symbols (e.g. BTC, ETH, SOL). Users may refer to coins by full names, abbreviations, slang, or local-language nicknames. Always resolve these to the correct ticker before passing to any command. If the intended coin is ambiguous, ask the user to confirm before querying.

Empty Results & Web Search Fallback

OKX news data may be sparse for niche coins or highly specific keyword searches. When a command returns empty or insufficient results:

  1. Retry with relaxed filters — remove --importance, broaden --begin/--end, or drop --coins to get general news
  2. Use web search as a supplement — search the web for "<coin> news site:coindesk.com OR site:cointelegraph.com OR site:theblock.co" to gather additional context, then combine with any OKX results into a unified briefing
  3. Be transparent — tell the user which results came from OKX API vs. web search so they can judge source credibility

This fallback is especially valuable for:

  • Coins with low coverage (e.g. newly listed tokens)
  • Highly specific keyword searches with no matches

Known Limitations

Source Coverage

Not all registered platforms in okx news platforms are actively producing articles. Based on recent evaluation, the consistently active sources are:

Source Status Notes
blockbeats Active High volume
odaily_flash Active High volume
chaincatcher Active Medium volume
techflowpost Active Medium volume
bwe Low activity Few articles per week
panews Inconsistent Registered but rarely appears in aggregated results; dedup issues
528btc Inactive Registered but no articles found in 90+ days
wushou Inactive Registered but no articles found in 90+ days

When a user asks for news from an inactive source, do NOT retry repeatedly or page through hundreds of articles looking for it. Instead, report that the source currently has no data and suggest alternatives (other active sources or web search).

Historical Search Limitations

okx news search and okx news by-coin primarily index recent articles (typically today and recent days). Searching with --begin/--end for dates more than ~7 days ago may return empty results even if articles existed at that time. This is an API indexing limitation, not a data absence.

For historical analysis, okx news coin-trend (sentiment trend data) is more reliable than article search — it retains time-series data for longer periods.

Edge Cases

  • Pagination: use --after <cursor> to get next page; cursor comes from nextCursor in response
  • Time parameters: --begin / --end are Unix epoch milliseconds
  • Coins format: comma-separated uppercase symbols, e.g. BTC,ETH,SOL — never pass full names or aliases
  • coin-trend --points: always pass explicitly; 1h→24, 4h→6, 24h→7
  • Language: inferred from user's message — --lang zh-CN for Chinese, --lang en-US for English (default)
  • sentiment-rank --sort-by: hot=by mention count (default), bullish=most bullish, bearish=most bearish
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