Sharp Line Detector

Monitor line movements at sharp sportsbooks. Detect steam moves, reverse line movement, and smart money signals.

When to Use

Use this skill when the user asks about:

- Line movement on a game or sport
Steam moves or sharp action
Reverse line movement (RLM) signals
Whether smart money has moved a line
Pinnacle, Circa, or Bookmaker line changes
Significant odds shifts since open

Sharp Book Keys

The skill prioritizes lines from these market-making books (in order of sharpness):

Book	The Odds API Key	Why It Matters
Pinnacle	pinnacle	Lowest vig, sharpest global market
Circa

If Pinnacle odds are not available in the API response, fall back to Circa, then Bookmaker.

Configuration

Environment variables for tuning thresholds (all optional):

- SHARPSPREADTHRESHOLD — Minimum spread movement in points to flag (default: 1.5)
SHARPMLTHRESHOLD — Minimum moneyline implied probability shift to flag (default: 0.05 = 5%)
SHARPSNAPSHOTDIR — Directory for snapshot files (default: /tmp/openclaw-sharp-snapshots)

Operations

1. Snapshot Current Lines

Capture a timestamped snapshot of current odds from all books for a sport. Stores as JSON for later comparison.

```bash
SPORTKEY="${SPORTKEY:-basketball_nba}"
SNAPDIR="${SHARPSNAPSHOT_DIR:-/tmp/openclaw-sharp-snapshots}"
mkdir -p "$SNAP_DIR"
TIMESTAMP=$(date +%Y%m%d_%H%M%S)

curl -s "https://api.the-odds-api.com/v4/sports/$SPORTKEY/odds?apiKey=$ODDSAPI_KEY®ions=us,eu&markets=h2h,spreads&oddsFormat=american&bookmakers=pinnacle,circasports,bookmaker,betonlineag,draftkings,fanduel" \
| jq --arg ts "$TIMESTAMP" '{
timestamp: $ts,
sport: "'$SPORT_KEY'",
games: [.[] | {
id: .id,
game: "\(.awayteam) @ \(.hometeam)",
away: .away_team,
home: .home_team,
start: .commence_time,
books: [.bookmakers[] | {
key: .key,
name: .title,
h2h: [(.markets[] | select(.key=="h2h")).outcomes[] | {team: .name, odds: .price}],
spread: [(.markets[] | select(.key=="spreads")).outcomes[] | {team: .name, point: .point, odds: .price}]
}]
}]
}' > "$SNAPDIR/${SPORTKEY}_${TIMESTAMP}.json"

echo "Snapshot saved: ${SPORTKEY}${TIMESTAMP}.json ($(jq '.games | length' "$SNAPDIR/${SPORTKEY}_${TIMESTAMP}.json") games)"

About

Built by AgentBets — full tutorial at agentbets.ai/guides/openclaw-sharp-line-detector-skill/.

Part of the OpenClaw Skills series for the Agent Betting Stack.

锐线检测器

监控锐利体育博彩公司的盘口变动。检测资金流变动、反向盘口变动及聪明钱信号。

使用场景

当用户询问以下内容时使用此技能：

- 某场比赛或运动的盘口变动
资金流变动或锐利操作
反向盘口变动（RLM）信号
聪明钱是否已推动盘口变动
Pinnacle、Circa或Bookmaker的盘口变化
开盘以来的显著赔率变动

锐利博彩公司密钥

此技能优先处理以下做市商博彩公司的盘口（按锐利程度排序）：

博彩公司	The Odds API密钥	重要性说明
Pinnacle	pinnacle	最低抽水，最锐利的全球市场
Circa

如果API响应中无法获取Pinnacle赔率，则依次降级使用Circa、Bookmaker。

配置

用于调整阈值的环境变量（均为可选）：

- SHARPSPREADTHRESHOLD — 标记让分盘最小变动点数（默认：1.5）
SHARPMLTHRESHOLD — 标记独赢盘隐含概率最小变动（默认：0.05 = 5%）
SHARPSNAPSHOTDIR — 快照文件目录（默认：/tmp/openclaw-sharp-snapshots）

操作

1. 快照当前盘口

捕获某项运动所有博彩公司当前赔率的时间戳快照。以JSON格式存储，供后续比较使用。

bash
SPORTKEY=${SPORTKEY:-basketball_nba}
SNAPDIR=${SHARPSNAPSHOT_DIR:-/tmp/openclaw-sharp-snapshots}
mkdir -p $SNAP_DIR
TIMESTAMP=$(date +%Y%m%d_%H%M%S)

curl -s https://api.the-odds-api.com/v4/sports/$SPORTKEY/odds?apiKey=$ODDSAPI_KEY®ions=us,eu&markets=h2h,spreads&oddsFormat=american&bookmakers=pinnacle,circasports,bookmaker,betonlineag,draftkings,fanduel \
| jq --arg ts $TIMESTAMP {
timestamp: $ts,
sport: $SPORT_KEY,
games: [.[] | {
id: .id,
game: \(.awayteam) @ \(.hometeam),
away: .away_team,
home: .home_team,
start: .commence_time,
books: [.bookmakers[] | {
key: .key,
name: .title,
h2h: [(.markets[] | select(.key==h2h)).outcomes[] | {team: .name, odds: .price}],
spread: [(.markets[] | select(.key==spreads)).outcomes[] | {team: .name, point: .point, odds: .price}]
}]
}]
} > $SNAPDIR/${SPORTKEY}_${TIMESTAMP}.json

echo 快照已保存：${SPORTKEY}${TIMESTAMP}.json（$(jq .games | length $SNAPDIR/${SPORTKEY}_${TIMESTAMP}.json)场比赛）

关于

由 AgentBets 构建 — 完整教程请访问 agentbets.ai/guides/openclaw-sharp-line-detector-skill/。

属于 Agent Betting Stack 的 OpenClaw技能系列的一部分。

sharp-line-detector敏锐线监测器