Model

Algo / bot developer: 20 ways to use Ora

Bots that read a signal, check risk and post an order, a message or nothing. Each example is a complete, runnable request with the real answers it returned (38 requests, captured 2026-10-31), what they mean and, where it fits, the action it would send.

Run withAnswers were captured on ora-fin-0.1.1. Another model changes the request JSON and the Playground link; run it there to see its answers.

Rule functions and facts used by this player (50)

sma 8 offset 5 atr 4 rsi 3 highest 3 lowest 3 roc 3 avg 2 crossup 2 stochk 2 abs 2 max 2 ref 2 adx 2 min 2 std 2 zscore 2 crossdown 1 willr 1 swinglow 1 engulfing_bull 1 morning_star 1 bblower 1 bbmid 1 bbupper 1 linreg 1 ema 1 macd 1 macdsignal 1 stochd 1 days_to_ex_div 1 div_yield_ttm 1 days_to_earnings 1 last_earnings_gap 1 last_earnings_move 1 cci 1 diminus 1 diplus 1 log 1 sqrt 1 obv 1 doji 1 percentrank 1 cum 1 mean 1 sign 1 sum 1 outside_bar 1 tweezer_bottom 1 tweezer_top 1

Examples 1–10 of 20 · page 1 of 2

Algo / bot developer · example 1

An RSI(2) mean-reversion bot on SPY: signal, risk check, order

A daily bot buys short-term oversold dips in an uptrend and posts the order to the broker API only when the risk checks pass.

ora-fin-0.1.1SPY4 questions2 actionsworkflow · Mon–Fri at 16:15 ET

ScheduleMon–Fri at 16:15 ET
StateSPY
Questions4 asked
Answersreal, captured
Actions2 rules · dry run

State

{"symbol":"SPY"} The server fills in the latest completed session.

Questions

`rsi2`	rule	`rsi(C, 2) < 10` Two-day RSI under 10
`trend`	English → rule	Is the stock above its 200-day moving average?
`liquid`	rule	`avg(C * V, 20) > 100000000` Trades more than $100 million a day
`drop5`	forecast	Will it drop at least 5% at some point in the next month? A 5% drawdown within a month

Answers

Question	Answer	Reading
`rsi2` Two-day RSI under 10	0.5164	on the line (true)
`trend` Is the stock above its 200-day moving average compiled to `C > sma(C, 200)`	0.9451	true
`liquid` Trades more than $100 million a day	0.9463	true
`drop5` A 5% drawdown within a month	0.203	20% · unlikely

Actions

Rules on the answers decide what to send.

rsi2 >= 0.6 and trend >= 0.6 and drop5 < 0.5→Webhookbroker-api

else→Slackbot-log

What each action would send 1 of 2 fired · dry run, nothing sent

buyrule false: skipped

logwould send (dry run)Slack → bot-log

{
  "text": "SPY (2026-10-30): no RSI(2) entry. Oversold 52%, uptrend 95%, 5% drawdown odds 20%."
}

What it means

For SPY on the session of 2026-10-30: True now: Is the stock above its 200-day moving average; Trades more than $100 million a day. On the line: Two-day RSI under 10. Forecasts: A 5% drawdown within a month 20%. Fired: log (Slack → bot-log).

Either an order goes to the broker or a log line goes to Slack, so every session leaves a trace of what the bot decided and why.

As a scheduled workflow (Mon–Fri at 16:15 ET)

Create it under Workflows in the console: it runs these questions for every symbol on the schedule and fires the actions per symbol. The answers above are what one run returned.

{
  "name": "An RSI(2) mean-reversion bot on SPY: signal, risk check, order",
  "symbols": "SPY",
  "days": [
    1,
    2,
    3,
    4,
    5
  ],
  "at_time": "16:15",
  "model": "ora-fin-0.1.1",
  "questions": {
    "rsi2": {
      "type": "yes_no",
      "ask": "rsi(C, 2) < 10"
    },
    "trend": {
      "type": "yes_no",
      "instructions": "Is the stock above its 200-day moving average?"
    },
    "liquid": {
      "type": "yes_no",
      "ask": "avg(C * V, 20) > 100000000"
    },
    "drop5": {
      "type": "yes_no",
      "instructions": "Will it drop at least 5% at some point in the next month?"
    }
  },
  "actions": [
    {
      "id": "buy",
      "when": "rsi2 >= 0.6 and trend >= 0.6 and drop5 < 0.5",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "buy",
        "order_type": "market_on_open",
        "strategy": "rsi2_dip",
        "p_rsi2": "{{rsi2}}",
        "p_trend": "{{trend}}",
        "p_drop5": "{{drop5}}",
        "as_of": "{{as_of}}"
      }
    },
    {
      "id": "log",
      "when": "else",
      "do": "slack",
      "connection": "bot-log",
      "message": "{{symbol}} ({{as_of}}): no RSI(2) entry. Oversold {{rsi2|pct}}, uptrend {{trend|pct}}, 5% drawdown odds {{drop5|pct}}."
    }
  ]
}

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "SPY"
  },
  "questions": {
    "rsi2": {
      "type": "yes_no",
      "ask": "rsi(C, 2) < 10"
    },
    "trend": {
      "type": "yes_no",
      "instructions": "Is the stock above its 200-day moving average?"
    },
    "liquid": {
      "type": "yes_no",
      "ask": "avg(C * V, 20) > 100000000"
    },
    "drop5": {
      "type": "yes_no",
      "instructions": "Will it drop at least 5% at some point in the next month?"
    }
  },
  "actions": [
    {
      "id": "buy",
      "when": "rsi2 >= 0.6 and trend >= 0.6 and drop5 < 0.5",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "buy",
        "order_type": "market_on_open",
        "strategy": "rsi2_dip",
        "p_rsi2": "{{rsi2}}",
        "p_trend": "{{trend}}",
        "p_drop5": "{{drop5}}",
        "as_of": "{{as_of}}"
      }
    },
    {
      "id": "log",
      "when": "else",
      "do": "slack",
      "connection": "bot-log",
      "message": "{{symbol}} ({{as_of}}): no RSI(2) entry. Oversold {{rsi2|pct}}, uptrend {{trend|pct}}, 5% drawdown odds {{drop5|pct}}."
    }
  ],
  "dry_run": true
}

Response JSON (SPY, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "rsi2": {
      "yes_no": 0.5164,
      "rule": "rsi(C, 2) < 10",
      "basis": "rule"
    },
    "trend": {
      "yes_no": 0.9451,
      "rule": "C > sma(C, 200)",
      "basis": "comparison"
    },
    "liquid": {
      "yes_no": 0.9463,
      "rule": "avg(C * V, 20) > 100000000",
      "basis": "rule"
    },
    "drop5": {
      "yes_no": 0.203
    }
  },
  "context": {
    "symbol": "SPY",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "buy",
      "fired": false,
      "status": "skipped"
    },
    {
      "id": "log",
      "fired": true,
      "status": "dry_run",
      "do": "slack",
      "connection": "bot-log",
      "preview": {
        "text": "SPY (2026-10-30): no RSI(2) entry. Oversold 52%, uptrend 95%, 5% drawdown odds 20%."
      }
    }
  ]
}

avg rsi sma

Try it in the Playground

Algo / bot developer · example 2

Golden-cross trend bot on QQQ with an exit branch

Enter when the 50-day crosses above the 200-day, exit when it crosses back below, do nothing otherwise.

ora-fin-0.1.1QQQ4 questions2 actions

StateQQQ
Questions4 asked
Answersreal, captured
Actions2 rules · dry run

State

{"symbol":"QQQ"} The server fills in the latest completed session.

Questions

`cross_up`	rule	`crossup(sma(C, 50), sma(C, 200))` 50-day crossed above the 200-day today
`cross_dn`	rule	`crossdown(sma(C, 50), sma(C, 200))` 50-day crossed below the 200-day today
`setup`	rule	`sma(C, 50) > sma(C, 200)` 50-day above the 200-day
`up_week`	forecast	Will the stock be higher in a week? Higher in a week

Answers

Question	Answer	Reading
`cross_up` 50-day crossed above the 200-day today	0.05	false
`cross_dn` 50-day crossed below the 200-day today	0.05	false
`setup` 50-day above the 200-day	0.9463	true
`up_week` Higher in a week	0.561	56% · close to even

Actions

Rules on the answers decide what to send.

cross_up >= 0.6→Webhookbroker-api

cross_dn >= 0.6→Webhookbroker-api

What each action would send 0 of 2 fired · dry run, nothing sent

enterrule false: skipped

exitrule false: skipped

What it means

For QQQ on the session of 2026-10-30: True now: 50-day above the 200-day. Not true: 50-day crossed above the 200-day today; 50-day crossed below the 200-day today. Forecasts: Higher in a week 56%. No action fired: every rule was false.

Crosses are rare one-day events, so on almost every run neither branch fires; the setup state says which side the bot should already be on.

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "QQQ"
  },
  "questions": {
    "cross_up": {
      "type": "yes_no",
      "ask": "crossup(sma(C, 50), sma(C, 200))"
    },
    "cross_dn": {
      "type": "yes_no",
      "ask": "crossdown(sma(C, 50), sma(C, 200))"
    },
    "setup": {
      "type": "yes_no",
      "ask": "sma(C, 50) > sma(C, 200)"
    },
    "up_week": {
      "type": "yes_no",
      "instructions": "Will the stock be higher in a week?"
    }
  },
  "actions": [
    {
      "id": "enter",
      "when": "cross_up >= 0.6",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "buy",
        "strategy": "golden_cross",
        "as_of": "{{as_of}}"
      }
    },
    {
      "id": "exit",
      "when": "cross_dn >= 0.6",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "sell",
        "strategy": "golden_cross",
        "as_of": "{{as_of}}"
      }
    }
  ],
  "dry_run": true
}

Response JSON (QQQ, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "cross_up": {
      "yes_no": 0.05,
      "rule": "crossup(sma(C, 50), sma(C, 200))",
      "basis": "rule"
    },
    "cross_dn": {
      "yes_no": 0.05,
      "rule": "crossdown(sma(C, 50), sma(C, 200))",
      "basis": "rule"
    },
    "setup": {
      "yes_no": 0.9463,
      "rule": "sma(C, 50) > sma(C, 200)",
      "basis": "rule"
    },
    "up_week": {
      "yes_no": 0.561
    }
  },
  "context": {
    "symbol": "QQQ",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "enter",
      "fired": false,
      "status": "skipped"
    },
    {
      "id": "exit",
      "fired": false,
      "status": "skipped"
    }
  ]
}

crossdown crossup sma

Try it in the Playground

Algo / bot developer · example 3

A Discord signal bot for oversold large caps

Post oversold-in-uptrend setups for a few large caps to a Discord channel through its incoming webhook.

ora-fin-0.1.14 symbols, one request each4 questions1 action

State4 symbols
Questions4 asked
Answersreal, captured
Actions1 rule · dry run

State

{"symbol":"AAPL"} then MSFT, AMZN, NVDA, one request each. The server fills in the latest completed session.

Questions

`setup`	rule	`C > sma(C, 200) and rsi(C, 14) < 40` Pullback in an uptrend: above the 200-day, RSI under 40
`stoch`	rule	`stochk(14) < 20` Stochastic %K under 20
`willr`	rule	`willr(14) < -80` Williams %R below -80: near the bottom of the 14-day range
`up_week`	forecast	Will the stock be higher in a week? Higher in a week

Answers

Symbol	`setup`rule	`stoch`rule	`willr`rule	`up_week`forecast	Fired
`AAPL`	0.0634	0.0683	0.0893	0.59	none
`MSFT`	0.1064	0.2022	0.4842	0.574	none
`AMZN`	0.3073	0.31	0.2923	0.493	none
`NVDA`	0.5455	0.5475	0.6293	0.527	none

true false not known for rules; forecasts are odds. Hover a column for its question.

Actions

Rules on the answers decide what to send. Each symbol runs its own request, so each one can fire.

setup >= 0.6→Webhookdiscord-signals

AAPL 0 of 1 fired · dry run, nothing sent

MSFT 0 of 1 fired · dry run, nothing sent

AMZN 0 of 1 fired · dry run, nothing sent

NVDA 0 of 1 fired · dry run, nothing sent

What it means

Session of 2026-10-30, 4 symbols: Pullback in an uptrend: above the 200-day, RSI under 40: true for none of 4. Stochastic %K under 20: true for none of 4. Williams %R below -80: near the bottom of the 14-day range: true for NVDA of 4. Highest odds for “Higher in a week”: AAPL at 59%. discord fired for none.

Discord expects a JSON body with a content field; the bot posts only when the setup rule is true for a symbol.

Request JSON (AAPL; the others differ only in the symbol)

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "AAPL"
  },
  "questions": {
    "setup": {
      "type": "yes_no",
      "ask": "C > sma(C, 200) and rsi(C, 14) < 40"
    },
    "stoch": {
      "type": "yes_no",
      "ask": "stochk(14) < 20"
    },
    "willr": {
      "type": "yes_no",
      "ask": "willr(14) < -80"
    },
    "up_week": {
      "type": "yes_no",
      "instructions": "Will the stock be higher in a week?"
    }
  },
  "actions": [
    {
      "id": "discord",
      "when": "setup >= 0.6",
      "do": "webhook",
      "connection": "discord-signals",
      "body": {
        "content": "{{symbol}} ({{as_of}}): pullback in an uptrend. Stochastic oversold {{stoch|pct}}, Williams %R oversold {{willr|pct}}, higher in a week {{up_week|pct}}. Not advice."
      }
    }
  ],
  "dry_run": true
}

Response JSON (AAPL, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "setup": {
      "yes_no": 0.0634,
      "rule": "C > sma(C, 200) and rsi(C, 14) < 40",
      "basis": "rule"
    },
    "stoch": {
      "yes_no": 0.0683,
      "rule": "stochk(14) < 20",
      "basis": "rule"
    },
    "willr": {
      "yes_no": 0.0893,
      "rule": "willr(14) < -80",
      "basis": "rule"
    },
    "up_week": {
      "yes_no": 0.59
    }
  },
  "context": {
    "symbol": "AAPL",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "discord",
      "fired": false,
      "status": "skipped"
    }
  ]
}

rsi sma stochk willr

Try it in the Playground

Algo / bot developer · example 4

Telegram breakout bot for semiconductors

Send a Telegram message when a chip stock breaks a 55-day high (a Donchian breakout) with volume.

ora-fin-0.1.15 symbols, one request each4 questions1 action

State5 symbols
Questions4 asked
Answersreal, captured
Actions1 rule · dry run

State

{"symbol":"NVDA"} then AMD, MU, SMH, TSM, one request each. The server fills in the latest completed session.

Questions

`donchian`	rule	`C > highest(C, 55)` 55-day closing breakout
`vol`	rule	`C > C[-1] and V > 1.5 * ref(avg(V, 20), -1)` Up on heavy volume
`near`	English → rule	Is the stock within 5% of its 52-week high?
`rally5`	forecast	Will it rally at least 5% at some point in the next month? A 5% rally within a month

Answers

Symbol	`donchian`rule	`vol`rule	`near`rule	`rally5`forecast	Fired
`NVDA`	0.0537	0.0732	0.0537	0.616	none
`AMD`	0.0537	0.0537	0.0576	0.836	none
`MU`	0.0685	0.0909	0.0537	0.855	none
`SMH`	0.0567	0.0537	0.0537	0.728	none
`TSM`	0.0537	0.0539	0.0537	0.683	none

true false not known for rules; forecasts are odds. Hover a column for its question.

Actions

Rules on the answers decide what to send. Each symbol runs its own request, so each one can fire.

donchian >= 0.6 and vol >= 0.6→Webhooktelegram-bot

NVDA 0 of 1 fired · dry run, nothing sent

AMD 0 of 1 fired · dry run, nothing sent

MU 0 of 1 fired · dry run, nothing sent

SMH 0 of 1 fired · dry run, nothing sent

TSM 0 of 1 fired · dry run, nothing sent

What it means

Session of 2026-10-30, 5 symbols: 55-day closing breakout: true for none of 5. Up on heavy volume: true for none of 5. Is the stock within 5% of its 52-week high: true for none of 5. Highest odds for “A 5% rally within a month”: MU at 86%. tg fired for none.

The Telegram body is shaped as the bot API expects; signals need both the breakout and the volume rule to be true.

Request JSON (NVDA; the others differ only in the symbol)

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "NVDA"
  },
  "questions": {
    "donchian": {
      "type": "yes_no",
      "ask": "C > highest(C, 55)"
    },
    "vol": {
      "type": "yes_no",
      "ask": "C > C[-1] and V > 1.5 * ref(avg(V, 20), -1)"
    },
    "near": {
      "type": "yes_no",
      "instructions": "Is the stock within 5% of its 52-week high?"
    },
    "rally5": {
      "type": "yes_no",
      "instructions": "Will it rally at least 5% at some point in the next month?"
    }
  },
  "actions": [
    {
      "id": "tg",
      "when": "donchian >= 0.6 and vol >= 0.6",
      "do": "webhook",
      "connection": "telegram-bot",
      "body": {
        "chat_id": "@chip_breakouts",
        "text": "{{symbol}} ({{as_of}}) broke its 55-day high on volume. 5% rally odds: {{rally5|pct}}."
      }
    }
  ],
  "dry_run": true
}

Response JSON (NVDA, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "donchian": {
      "yes_no": 0.0537,
      "rule": "C > highest(C, 55)",
      "basis": "rule"
    },
    "vol": {
      "yes_no": 0.0732,
      "rule": "C > C[-1] and V > 1.5 * ref(avg(V, 20), -1)",
      "basis": "rule"
    },
    "near": {
      "yes_no": 0.0537,
      "rule": "abs(C / max(H, 252) - 1) <= 0.05",
      "basis": "comparison"
    },
    "rally5": {
      "yes_no": 0.616
    }
  },
  "context": {
    "symbol": "NVDA",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "tg",
      "fired": false,
      "status": "skipped"
    }
  ]
}

abs avg highest max offset ref

Try it in the Playground

Algo / bot developer · example 5

Range check before starting a grid bot on GLD

Grid bots work in ranges and lose in trends; check range and trend strength before switching one on.

ora-fin-0.1.1GLD4 questions2 actions

StateGLD
Questions4 asked
Answersreal, captured
Actions2 rules · dry run

State

{"symbol":"GLD"} The server fills in the latest completed session.

Questions

`tight`	English → rule	Has the stock traded in a range of less than 5% over the last 10 sessions?
`adx_low`	rule	`adx(14) < 20` ADX under 20: no strong trend
`range_top`	English → rule	Is the stock in the top 10% of its 20-day range?
`big_move`	forecast	Will there be a big move in either direction in the next 5 days? A big move either way in 5 days

Answers

Question	Answer	Reading
`tight` Has the stock traded in a range of less than 5% over the last 10 sessions compiled to `max(H, 10) / min(L, 10) - 1 < 0.05`	0.1103	false
`adx_low` ADX under 20: no strong trend	0.2829	false
`range_top` Is the stock in the top 10% of its 20-day range compiled to `(C - min(L, 20)) / (max(H, 20) - min(L, 20)) >= 0.9`	0.0575	false
`big_move` A big move either way in 5 days	0.427	43% · close to even

Actions

Rules on the answers decide what to send.

adx_low >= 0.6 and big_move < 0.5→Webhookgrid-bot

else→Webhookgrid-bot

What each action would send 1 of 2 fired · dry run, nothing sent

start_gridrule false: skipped

stay_offwould send (dry run)Webhook → grid-bot

{
  "symbol": "GLD",
  "command": "stay_off",
  "as_of": "2026-10-30"
}

What it means

For GLD on the session of 2026-10-30: Not true: Has the stock traded in a range of less than 5% over the last 10 sessions; ADX under 20: no strong trend; Is the stock in the top 10% of its 20-day range. Forecasts: A big move either way in 5 days 43%. Fired: stay_off (Webhook → grid-bot).

The grid starts only without a strong trend and with low odds of a big move; otherwise the bot is told explicitly to stay off.

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "GLD"
  },
  "questions": {
    "tight": {
      "type": "yes_no",
      "instructions": "Has the stock traded in a range of less than 5% over the last 10 sessions?"
    },
    "adx_low": {
      "type": "yes_no",
      "ask": "adx(14) < 20"
    },
    "range_top": {
      "type": "yes_no",
      "instructions": "Is the stock in the top 10% of its 20-day range?"
    },
    "big_move": {
      "type": "yes_no",
      "instructions": "Will there be a big move in either direction in the next 5 days?"
    }
  },
  "actions": [
    {
      "id": "start_grid",
      "when": "adx_low >= 0.6 and big_move < 0.5",
      "do": "webhook",
      "connection": "grid-bot",
      "body": {
        "symbol": "{{symbol}}",
        "command": "start",
        "p_no_trend": "{{adx_low}}",
        "p_big_move": "{{big_move}}",
        "as_of": "{{as_of}}"
      }
    },
    {
      "id": "stay_off",
      "when": "else",
      "do": "webhook",
      "connection": "grid-bot",
      "body": {
        "symbol": "{{symbol}}",
        "command": "stay_off",
        "as_of": "{{as_of}}"
      }
    }
  ],
  "dry_run": true
}

Response JSON (GLD, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "tight": {
      "yes_no": 0.1103,
      "rule": "max(H, 10) / min(L, 10) - 1 < 0.05",
      "basis": "pattern"
    },
    "adx_low": {
      "yes_no": 0.2829,
      "rule": "adx(14) < 20",
      "basis": "rule"
    },
    "range_top": {
      "yes_no": 0.0575,
      "rule": "(C - min(L, 20)) / (max(H, 20) - min(L, 20)) >= 0.9",
      "basis": "pattern"
    },
    "big_move": {
      "yes_no": 0.427
    }
  },
  "context": {
    "symbol": "GLD",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "start_grid",
      "fired": false,
      "status": "skipped"
    },
    {
      "id": "stay_off",
      "fired": true,
      "status": "dry_run",
      "do": "webhook",
      "connection": "grid-bot",
      "preview": {
        "body": {
          "symbol": "GLD",
          "command": "stay_off",
          "as_of": "2026-10-30"
        }
      }
    }
  ]
}

adx max min

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Algo / bot developer · example 6

Trailing-stop exit for a TSLA swing bot

Exit an open long when the chandelier stop or a swing-low break is hit; warn when only the forecast looks weak.

ora-fin-0.1.1TSLA3 questions2 actions

StateTSLA
Questions3 asked
Answersreal, captured
Actions2 rules · dry run

State

{"symbol":"TSLA"} The server fills in the latest completed session.

Questions

`chandelier`	rule	`C < highest(H, 22) - 3 * atr(22)` Chandelier exit: 3 ATR under the 22-day high
`swing_break`	rule	`C < swinglow(5, 1)` closed below the last confirmed swing low
`drop10`	forecast	Will it drop at least 10% at some point in the next month? A 10% drawdown within a month

Answers

Question	Answer	Reading
`chandelier` Chandelier exit: 3 ATR under the 22-day high	0.0986	false
`swing_break` closed below the last confirmed swing low	0.0602	false
`drop10` A 10% drawdown within a month	0.638	64% · likely

Actions

Rules on the answers decide what to send.

chandelier >= 0.6 or swing_break >= 0.6→Webhookbroker-api

drop10 >= 0.4→Slackbot-log

What each action would send 1 of 2 fired · dry run, nothing sent

exitrule false: skipped

warnwould send (dry run)Slack → bot-log

{
  "text": "TSLA (2026-10-30): stop not hit, but 10% drawdown odds are 64%."
}

What it means

For TSLA on the session of 2026-10-30: Not true: Chandelier exit: 3 ATR under the 22-day high; closed below the last confirmed swing low. Forecasts: A 10% drawdown within a month 64%. Fired: warn (Slack → bot-log).

Stops are exact rules on the close; the forecast only warns, so the bot's exits stay reproducible.

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "TSLA"
  },
  "questions": {
    "chandelier": {
      "type": "yes_no",
      "ask": "C < highest(H, 22) - 3 * atr(22)"
    },
    "swing_break": {
      "type": "yes_no",
      "ask": "C < swinglow(5, 1)"
    },
    "drop10": {
      "type": "yes_no",
      "instructions": "Will it drop at least 10% at some point in the next month?"
    }
  },
  "actions": [
    {
      "id": "exit",
      "when": "chandelier >= 0.6 or swing_break >= 0.6",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "sell",
        "reason": "trailing_stop",
        "p_chandelier": "{{chandelier}}",
        "p_swing_break": "{{swing_break}}",
        "as_of": "{{as_of}}"
      }
    },
    {
      "id": "warn",
      "when": "drop10 >= 0.4",
      "do": "slack",
      "connection": "bot-log",
      "message": "{{symbol}} ({{as_of}}): stop not hit, but 10% drawdown odds are {{drop10|pct}}."
    }
  ],
  "dry_run": true
}

Response JSON (TSLA, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "chandelier": {
      "yes_no": 0.0986,
      "rule": "C < highest(H, 22) - 3 * atr(22)",
      "basis": "rule"
    },
    "swing_break": {
      "yes_no": 0.0602,
      "rule": "C < swinglow(5, 1)",
      "basis": "rule"
    },
    "drop10": {
      "yes_no": 0.638
    }
  },
  "context": {
    "symbol": "TSLA",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "exit",
      "fired": false,
      "status": "skipped"
    },
    {
      "id": "warn",
      "fired": true,
      "status": "dry_run",
      "do": "slack",
      "connection": "bot-log",
      "preview": {
        "text": "TSLA (2026-10-30): stop not hit, but 10% drawdown odds are 64%."
      }
    }
  ]
}

atr highest swinglow

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Algo / bot developer · example 7

Candlestick reversal bot on IWM: morning star or engulfing

Buy small caps on a bullish reversal candle at a 20-day low, with a trend filter.

ora-fin-0.1.1IWM4 questions1 action

StateIWM
Questions4 asked
Answersreal, captured
Actions1 rule · dry run

State

{"symbol":"IWM"} The server fills in the latest completed session.

Questions

`star`	rule	`morning_star() or engulfing_bull()` Morning star or bullish engulfing
`at_low`	rule	`L <= 1.02 * lowest(L, 20)` low within 2% of the prior 20-day low
`trend`	English → rule	Is the stock above its 200-day moving average?
`up_week`	forecast	Will the stock be higher in a week? Higher in a week

Answers

Question	Answer	Reading
`star` Morning star or bullish engulfing	0.0926	false
`at_low` low within 2% of the prior 20-day low	0.3213	false
`trend` Is the stock above its 200-day moving average compiled to `C > sma(C, 200)`	0.5564	on the line (true)
`up_week` Higher in a week	0.526	53% · close to even

Actions

Rules on the answers decide what to send.

star >= 0.6 and at_low >= 0.6→Webhookbroker-api

What each action would send 0 of 1 fired · dry run, nothing sent

buyrule false: skipped

What it means

For IWM on the session of 2026-10-30: Not true: Morning star or bullish engulfing; low within 2% of the prior 20-day low. On the line: Is the stock above its 200-day moving average. Forecasts: Higher in a week 53%. No action fired: every rule was false.

The candle must print at a low to count; the trend flag is passed along so the bot can size smaller against the trend.

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "IWM"
  },
  "questions": {
    "star": {
      "type": "yes_no",
      "ask": "morning_star() or engulfing_bull()"
    },
    "at_low": {
      "type": "yes_no",
      "ask": "L <= 1.02 * lowest(L, 20)"
    },
    "trend": {
      "type": "yes_no",
      "instructions": "Is the stock above its 200-day moving average?"
    },
    "up_week": {
      "type": "yes_no",
      "instructions": "Will the stock be higher in a week?"
    }
  },
  "actions": [
    {
      "id": "buy",
      "when": "star >= 0.6 and at_low >= 0.6",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "buy",
        "strategy": "reversal_candle",
        "with_trend": "{{trend}}",
        "as_of": "{{as_of}}"
      }
    }
  ],
  "dry_run": true
}

Response JSON (IWM, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "star": {
      "yes_no": 0.0926,
      "rule": "morning_star() or engulfing_bull()",
      "basis": "rule"
    },
    "at_low": {
      "yes_no": 0.3213,
      "rule": "L <= 1.02 * lowest(L, 20)",
      "basis": "rule"
    },
    "trend": {
      "yes_no": 0.5564,
      "rule": "C > sma(C, 200)",
      "basis": "comparison"
    },
    "up_week": {
      "yes_no": 0.526
    }
  },
  "context": {
    "symbol": "IWM",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "buy",
      "fired": false,
      "status": "skipped"
    }
  ]
}

engulfing_bull lowest morning_star sma

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Algo / bot developer · example 8

Volatility squeeze breakout bot for XLE

Trade breakouts that come out of a low-volatility squeeze, a classic bot setup.

ora-fin-0.1.1XLE4 questions1 action

StateXLE
Questions4 asked
Answersreal, captured
Actions1 rule · dry run

State

{"symbol":"XLE"} The server fills in the latest completed session.

Questions

`squeeze`	rule	`std(C, 20) < 0.7 * std(C, 100) and C > highest(C, 20)` Squeeze, then a breakout
`bbw`	English → rule	Is Bollinger Band width at its lowest in 120 sessions?
`linreg`	rule	`linreg(C, 20) > ref(linreg(C, 20), -5)` 20-day regression line rising over a week
`vol_rise`	forecast	Will volatility rise over the next 5 days? Volatility rising over 5 days

Answers

Question	Answer	Reading
`squeeze` Squeeze, then a breakout	0.6462	true
`bbw` Is Bollinger Band width at its lowest in 120 sessions compiled to `((bbupper(C, 20) - bblower(C, 20)) / bbmid(C, 20)) <= ref(min(((bbupper(C, 20) - bblower(C, 20)) / bbmid(C, 20)), 119), -1)`	0.0774	false
`linreg` 20-day regression line rising over a week	0.7215	true
`vol_rise` Volatility rising over 5 days	0.46	46% · close to even

Actions

Rules on the answers decide what to send.

squeeze >= 0.6→Webhookbroker-api

What each action would send 1 of 1 fired · dry run, nothing sent

longwould send (dry run)Webhook → broker-api

{
  "symbol": "XLE",
  "side": "buy",
  "strategy": "squeeze_breakout",
  "p_slope_up": 0.7215,
  "as_of": "2026-10-30"
}

What it means

For XLE on the session of 2026-10-30: True now: Squeeze, then a breakout; 20-day regression line rising over a week. Not true: Is Bollinger Band width at its lowest in 120 sessions. Forecasts: Volatility rising over 5 days 46%. Fired: long (Webhook → broker-api).

Squeeze breakouts are rare; most days the bot simply does nothing, which is what a disciplined breakout bot should do.

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "XLE"
  },
  "questions": {
    "squeeze": {
      "type": "yes_no",
      "ask": "std(C, 20) < 0.7 * std(C, 100) and C > highest(C, 20)"
    },
    "bbw": {
      "type": "yes_no",
      "instructions": "Is Bollinger Band width at its lowest in 120 sessions?"
    },
    "linreg": {
      "type": "yes_no",
      "ask": "linreg(C, 20) > ref(linreg(C, 20), -5)"
    },
    "vol_rise": {
      "type": "yes_no",
      "instructions": "Will volatility rise over the next 5 days?"
    }
  },
  "actions": [
    {
      "id": "long",
      "when": "squeeze >= 0.6",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "buy",
        "strategy": "squeeze_breakout",
        "p_slope_up": "{{linreg}}",
        "as_of": "{{as_of}}"
      }
    }
  ],
  "dry_run": true
}

Response JSON (XLE, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "squeeze": {
      "yes_no": 0.6462,
      "rule": "std(C, 20) < 0.7 * std(C, 100) and C > highest(C, 20)",
      "basis": "rule"
    },
    "bbw": {
      "yes_no": 0.0774,
      "rule": "((bbupper(C, 20) - bblower(C, 20)) / bbmid(C, 20)) <= ref(min(((bbupper(C, 20) - bblower(C, 20)) / bbmid(C, 20)), 119), -1)",
      "basis": "pattern"
    },
    "linreg": {
      "yes_no": 0.7215,
      "rule": "linreg(C, 20) > ref(linreg(C, 20), -5)",
      "basis": "rule"
    },
    "vol_rise": {
      "yes_no": 0.46
    }
  },
  "context": {
    "symbol": "XLE",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "long",
      "fired": true,
      "status": "dry_run",
      "do": "webhook",
      "connection": "broker-api",
      "preview": {
        "body": {
          "symbol": "XLE",
          "side": "buy",
          "strategy": "squeeze_breakout",
          "p_slope_up": 0.7215,
          "as_of": "2026-10-30"
        }
      }
    }
  ]
}

bblower bbmid bbupper highest linreg min ref std

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Algo / bot developer · example 9

A voting bot: five momentum signals on NFLX

Combine five independent momentum rules into a vote, and only act when most agree.

ora-fin-0.1.1NFLX5 questions2 actions

StateNFLX
Questions5 asked
Answersreal, captured
Actions2 rules · dry run

State

{"symbol":"NFLX"} The server fills in the latest completed session.

Questions

`macd`	rule	`macd(C) > macdsignal(C)` MACD above its signal line
`rsi`	rule	`rsi(C, 14) > 50` RSI above 50
`roc`	rule	`roc(C, 20) > 5` Up more than 5% in 20 sessions
`ema`	rule	`C > ema(C, 21)` close above the 21-day EMA
`kd`	English → rule	Is stochastic %K above %D?

Answers

Question	Answer	Reading
`macd` MACD above its signal line	0.1584	false
`rsi` RSI above 50	0.0783	false
`roc` Up more than 5% in 20 sessions	0.1119	false
`ema` close above the 21-day EMA	0.0972	false
`kd` Is stochastic %K above %D compiled to `stochk(14, 3, 3) > stochd(14, 3, 3)`	0.5569	on the line (true)

Actions

Rules on the answers decide what to send.

macd >= 0.6 and rsi >= 0.6 and roc >= 0.6 and ema >= 0.6→Webhookbroker-api

else→Slackbot-log

What each action would send 1 of 2 fired · dry run, nothing sent

strongrule false: skipped

reportwould send (dry run)Slack → bot-log

{
  "text": "NFLX (2026-10-30) vote: MACD 16%, RSI 8%, ROC 11%, EMA 10%, stochastic 56%. No trade."
}

What it means

For NFLX on the session of 2026-10-30: Not true: MACD above its signal line; RSI above 50; Up more than 5% in 20 sessions; close above the 21-day EMA. On the line: Is stochastic %K above %D. Fired: report (Slack → bot-log).

Requiring several rules to agree trades fewer, cleaner signals; the log line shows exactly which votes were missing.

Request JSON

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "NFLX"
  },
  "questions": {
    "macd": {
      "type": "yes_no",
      "ask": "macd(C) > macdsignal(C)"
    },
    "rsi": {
      "type": "yes_no",
      "ask": "rsi(C, 14) > 50"
    },
    "roc": {
      "type": "yes_no",
      "ask": "roc(C, 20) > 5"
    },
    "ema": {
      "type": "yes_no",
      "ask": "C > ema(C, 21)"
    },
    "kd": {
      "type": "yes_no",
      "instructions": "Is stochastic %K above %D?"
    }
  },
  "actions": [
    {
      "id": "strong",
      "when": "macd >= 0.6 and rsi >= 0.6 and roc >= 0.6 and ema >= 0.6",
      "do": "webhook",
      "connection": "broker-api",
      "body": {
        "symbol": "{{symbol}}",
        "side": "buy",
        "strategy": "momentum_vote",
        "as_of": "{{as_of}}"
      }
    },
    {
      "id": "report",
      "when": "else",
      "do": "slack",
      "connection": "bot-log",
      "message": "{{symbol}} ({{as_of}}) vote: MACD {{macd|pct}}, RSI {{rsi|pct}}, ROC {{roc|pct}}, EMA {{ema|pct}}, stochastic {{kd|pct}}. No trade."
    }
  ],
  "dry_run": true
}

Response JSON (NFLX, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "macd": {
      "yes_no": 0.1584,
      "rule": "macd(C) > macdsignal(C)",
      "basis": "rule"
    },
    "rsi": {
      "yes_no": 0.0783,
      "rule": "rsi(C, 14) > 50",
      "basis": "rule"
    },
    "roc": {
      "yes_no": 0.1119,
      "rule": "roc(C, 20) > 5",
      "basis": "rule"
    },
    "ema": {
      "yes_no": 0.0972,
      "rule": "C > ema(C, 21)",
      "basis": "rule"
    },
    "kd": {
      "yes_no": 0.5569,
      "rule": "stochk(14, 3, 3) > stochd(14, 3, 3)",
      "basis": "comparison"
    }
  },
  "context": {
    "symbol": "NFLX",
    "as_of": "2026-10-30"
  },
  "actions": [
    {
      "id": "strong",
      "fired": false,
      "status": "skipped"
    },
    {
      "id": "report",
      "fired": true,
      "status": "dry_run",
      "do": "slack",
      "connection": "bot-log",
      "preview": {
        "text": "NFLX (2026-10-30) vote: MACD 16%, RSI 8%, ROC 11%, EMA 10%, stochastic 56%. No trade."
      }
    }
  ]
}

ema macd macdsignal roc rsi stochd stochk

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Algo / bot developer · example 10

Pairs bot: check both legs before trading XOM vs CVX

Check momentum and stretch for both energy majors before a relative-value bot opens a pair.

ora-fin-0.1.12 symbols, one request each4 questions

State2 symbols
Questions4 asked
Answersreal, captured
Actionsnone

State

{"symbol":"XOM"} then CVX, one request each. The server fills in the latest completed session.

Questions

`zs`	rule	`zscore(C, 20) > 1.5` close more than 1.5 standard deviations above its 20-day mean
`zs_low`	rule	`zscore(C, 20) < -1.5` close more than 1.5 standard deviations below its 20-day mean
`roc`	rule	`roc(C, 10) > 0` 10-day rate of change positive
`beat_spy`	forecast	Will it beat SPY over the next month? Beating SPY over a month

Answers

Symbol	`zs`rule	`zs_low`rule	`roc`rule	`beat_spy`forecast
`XOM`	0.6012	0.0537	0.8825	0.554
`CVX`	0.5012	0.0555	0.8706	0.564

true false not known for rules; forecasts are odds. Hover a column for its question.

What it means

Session of 2026-10-30, 2 symbols: close more than 1.5 standard deviations above its 20-day mean: true for XOM of 2. close more than 1.5 standard deviations below its 20-day mean: true for none of 2. 10-day rate of change positive: true for XOM, CVX of 2. Highest odds for “Beating SPY over a month”: CVX at 56%.

A pair needs one leg stretched up and the other stretched down; the bot compares the two answer sets before sending any order.

Request JSON (XOM; the others differ only in the symbol)

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "XOM"
  },
  "questions": {
    "zs": {
      "type": "yes_no",
      "ask": "zscore(C, 20) > 1.5"
    },
    "zs_low": {
      "type": "yes_no",
      "ask": "zscore(C, 20) < -1.5"
    },
    "roc": {
      "type": "yes_no",
      "ask": "roc(C, 10) > 0"
    },
    "beat_spy": {
      "type": "yes_no",
      "instructions": "Will it beat SPY over the next month?"
    }
  }
}

Response JSON (XOM, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "zs": {
      "yes_no": 0.6012,
      "rule": "zscore(C, 20) > 1.5",
      "basis": "rule"
    },
    "zs_low": {
      "yes_no": 0.0537,
      "rule": "zscore(C, 20) < -1.5",
      "basis": "rule"
    },
    "roc": {
      "yes_no": 0.8825,
      "rule": "roc(C, 10) > 0",
      "basis": "rule"
    },
    "beat_spy": {
      "yes_no": 0.554
    }
  },
  "context": {
    "symbol": "XOM",
    "as_of": "2026-10-30"
  }
}

roc zscore

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Information, not investment advice. Rules answer from the latest completed daily session; forecasts are probabilities. Actions ran as dry runs: nothing was sent. More in Builders: Quant developer, Fintech app builder, Robo-advisor, Broker app, Data vendor / platform, Trading educator / newsletter.

Create an account Open the Playground Everything here also lives in the console, next to your keys and usage.

Individuals

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Sell side

Corporates

Builders

Institutions

An RSI(2) mean-reversion bot on SPY: signal, risk check, order

State

Questions

Answers

Actions

What it means

Golden-cross trend bot on QQQ with an exit branch

State

Questions

Answers

Actions

What it means

A Discord signal bot for oversold large caps

State

Questions

Answers

Actions

What it means

Telegram breakout bot for semiconductors

State

Questions

Answers

Actions

What it means

Range check before starting a grid bot on GLD

State

Questions

Answers

Actions

What it means

Trailing-stop exit for a TSLA swing bot

State

Questions

Answers

Actions

What it means

Candlestick reversal bot on IWM: morning star or engulfing

State

Questions

Answers

Actions

What it means

Volatility squeeze breakout bot for XLE

State

Questions

Answers

Actions

What it means

A voting bot: five momentum signals on NFLX

State

Questions

Answers

Actions

What it means

Pairs bot: check both legs before trading XOM vs CVX

State

Questions

Answers

What it means