alpacahq/alpaca-skills

alpaca-broker-money-precision

Handle money and numeric precision correctly with the Alpaca API — numbers-as-strings on the wire, decimals vs floats, rounding/truncation before sending amounts, fractional-share precision, and safe DB storage.

Voir la source

Mode d’emploi

  1. Copiez la commande et examinez le paquet avant de l’installer dans votre environnement agent.
  2. Consultez le document original pour les outils, identifiants et environnements requis.
  3. Décrivez les entrées et le livrable souhaité ; comparez la sortie aux sources.
npx skills add https://github.com/alpacahq/alpaca-skills --skill alpaca-broker-money-precision

Avant de commencer

  • L’installation n’inclut ni abonnement au modèle, ni quota API, ni accès aux fichiers.
  • Étoiles et installations reflètent l’activité, pas un test indépendant de qualité ou de sécurité.
Document Skill original

Rendu depuis le dépôt source en conservant titres, exemples, code, tableaux, liens et images.

Alpaca — Money & Numeric Precision

Financial bugs are silent and expensive. Alpaca's wire format and the realities of decimal arithmetic create a few specific traps. This skill is short, opinionated, and language-agnostic.

Read alpaca-broker-integration first for base URLs and auth (client-credentials Bearer token; legacy Basic still works).

1. Numbers come as strings — keep them that way

Alpaca returns prices, quantities, notional, and money amounts as JSON strings ("100.50", "1.5", "190.2345"), and accepts them as strings on the way in. This is deliberate: it avoids the precision loss of JSON's binary floats.

Rule: parse string money fields into a decimal type, never a binary float/double. Serialize back to a string. Don't let a number ever live as an IEEE-754 float in the money path.

LanguageUseAvoid
Pythondecimal.Decimal("100.50")float("100.50")
TypeScript/JSa decimal lib (decimal.js/big.js) or string arithmeticNumber(...), parseFloat
Goshopspring/decimalfloat64 for accumulation
Java/Kotlinjava.math.BigDecimaldouble
Real-world caveat: not every Alpaca endpoint is consistent — some market-data numeric fields come as JSON numbers (e.g. bar OHLC). Prices for display/analytics can tolerate floats; money you move or store must not. Know which field you're touching.

2. Round/truncate before sending — and know the direction

Orders take up to 2 decimal places for `notional` and 9 for `qty` (Broker API FAQ; the order schema's "2 decimal points" on qty is stale). Journal amount has no documented precision limit — send cash at 2 dp anyway (§3).

Rule: explicitly round/truncate to the target precision before the API call, using a deliberate rounding mode.

  • For money you're moving out / charging, truncate (round down) to 2 dp so you never move more than intended (e.g. floor(amount * 100) / 100). This is house policy, not an API constraint, and it applies to cash only — never truncate a share qty this way.
  • Pick the rounding mode consciously (ROUND_DOWN vs ROUND_HALF_UP) — don't inherit whatever the default float formatting does.
  • Carry full precision through the arithmetic and round once, at the boundary where the value is sent or displayed. Rounding intermediates compounds error.
# splitting a deposit across holdings — round each slice down, track remainder
slice = truncate(total * (pct / 100), 2)

3. Fractional shares

  • notional takes 2 decimal places, qty takes 9. Round each to its own limit before sending.
  • qty XOR notional — never both (see alpaca-broker-trading-orders).
  • Don't reconstruct qty from notional / price and send it — pass notional and let Alpaca compute the fill. Round-tripping through a price you fetched introduces drift.

4. Storage

  • Store money in your DB as fixed-point decimal, not float, with a scale at least as wide as the widest field you receive — scale ≥ 9 for qty, so the 9-dp fractional case can't silently truncate.
  • Store what Alpaca sent verbatim alongside any converted/derived values. If you truncate to 2 dp for the API call but received more precision back, keep both — it makes reconciliation and audits possible.
  • Keep an explicit currency column; Alpaca is multi-currency on some rails (funding wallet) even though most is USD.

5. Multi-currency notes

  • Most Broker/trading flows are USD; journals default to USD.
  • The funding wallet rail supports many currencies (USD, EUR, JPY, …) and carries FX fees. When you touch it, never assume USD — read and store the currency, and treat FX amounts as decimals end-to-end.

6. Checklist

  • [ ] Money fields parsed from strings into a decimal type; serialized back to strings.
  • [ ] No binary floats anywhere in the move-money path.
  • [ ] Amounts rounded/truncated to the allowed precision before the call, with an intentional rounding mode (round down for outgoing money).
  • [ ] Full precision carried through arithmetic; rounded once at the send/display boundary.
  • [ ] DB columns are fixed-point decimal with scale ≥ 9; raw Alpaca values stored verbatim.
  • [ ] Explicit currency tracked.

Related skills: order qty/notional rules → alpaca-broker-trading-orders; journal/transfer amounts → alpaca-broker-journals, alpaca-broker-funding-transfers; reconciling stored vs Alpaca values → alpaca-broker-reconciliation-idempotency.

du même dépôt

Autres Skills

Tous les Skills
alpacahq
Communauté

alpaca-broker-market-data

Pull and stream US stock market data from Alpaca — REST snapshots/bars/trades/quotes, historical bars with timeframes and feeds (IEX vs SIP), the assets master list, market clock & calendar, news, and the real-time WebSocket stream. Use when building charts, quotes, price feeds, or asset metadata on Alpaca in any language.

Installations / 1h
1
GitHub Stars
157
Mis à jour
27 oct.
alpacahq
Communauté

alpaca-broker-rate-limits-resilience

Make Alpaca API clients resilient — rate-limit header handling, HTTP 429 backoff, exponential retry, bounded concurrency/worker pools, pagination loops, batch sizing, and timeouts. Use when building robust REST clients, bulk/cron jobs, or reconciliation sweeps against Alpaca in any language.

Installations / 1h
1
GitHub Stars
157
Mis à jour
27 oct.
alpacahq
Communauté

alpaca-broker-trading-orders

Place and manage orders on behalf of accounts via the Alpaca Broker API — order creation (qty vs notional, fractional shares, order types/TIF/classes), order status lifecycle, replace/cancel, positions, and trading-account buying power. Use when building trading, recurring-invest, or portfolio flows on Alpaca in any language.

Installations / 1h
1
GitHub Stars
157
Mis à jour
27 oct.
alpacahq
Communauté

alpaca-trading-backtest

Execute deterministic, reproducible historical backtests from a start date, end date, and strategy concept using the Alpaca CLI plus agent-written workspace code. Use when the user wants to backtest a strategy, simulate historical trades, or return trades, diagnostics, and reproducibility artifacts.

Installations / 1h
1
GitHub Stars
157
Mis à jour
27 oct.