# Aggregate sentiment scoring across timeframes (VWF / SDF / FIR / Composite)

`GET https://api.skylit.ai/v1/aggregate/{ticker}`

API: Flowseeker. Credits: at most 8 `timeframes`.

Returns a Composite directional score plus its VWF / SDF / FIR
components for one or more trailing timeframes (intraday or
multi-day). Optional moneyness breakdown, optional time-decay
weighting, and a comparative trend block contrasting short- vs
long-horizon sentiment. Reference: PRD Section 8.

## Authentication

Send your Skylit API key as a bearer token: `Authorization: Bearer <key>`. No other header is accepted.

## Parameters

| Name | In | Type | Required | Description |
| --- | --- | --- | --- | --- |
| `ticker` | path | string | yes | Underlying ticker symbol (uppercase, e.g. `SPY`, `AAPL`). |
| `timeframes` | query | string | no | Comma-separated timeframes, or `all`. Supported atoms: `1h, 4h, 1d, 7d, 30d, 90d`. `all` expands to all six. Unknown atoms are treated as a single trading day. At most 8 entries. Priced by range: 3 credits per started 30 days of summed window length (`1d,7d` = 3; `all` = 130 days = 15). (default `1d`) |
| `include_breakdown` | query | boolean | no | Attach the per-timeframe VWF/SDF/FIR component split. (default `true`) |
| `include_moneyness` | query | boolean | no | Attach a `byMoneyness` array (deep_itm → deep_otm). (default `false`) |
| `moneyness_filter` | query | string | no |  (one of `deep_itm`, `itm`, `atm`, `otm`, `deep_otm`, `all`; default `all`) |
| `expiration_filter` | query | string | no | Restrict to one expiration bucket. (one of `0dte`, `weekly`, `monthly`, `leaps`, `all`; default `all`) |
| `time_decay` | query | boolean | no | Apply exponential time decay to VWF / SDF / FIR components. (default `false`) |
| `time_decay_half_life` | query | integer | no | Half-life in minutes for the decay (only applied when `timeDecay=true`). (default `30`; min 1) |
| `date` | query | string (date) | no |  |

## Example request

```bash
curl "https://api.skylit.ai/v1/aggregate/SPY" \
  -H "Authorization: Bearer $SKYLIT_API_KEY"
```

## Responses

### 200

Aggregate sentiment by timeframe.

Shape (placeholder values):

```json
{
  "data": {
    "ticker": "string",
    "generatedAt": "string",
    "byTimeframe": {},
    "trend": {
      "shortVsLong": "stable",
      "momentum": "stable",
      "description": "string"
    },
    "byMoneyness": [
      {
        "category": "DEEP_ITM",
        "composite": 0,
        "tradeCount": 0,
        "premium": 0,
        "pctOfTotal": 0
      }
    ]
  },
  "meta": {
    "timestamp": "string",
    "requestId": "d7574836",
    "nextCursor": "string",
    "nextEndTime": "string"
  }
}
```

### 400

Request validation failed.

invalidParam:

```json
{
  "error": {
    "code": "INVALID_PARAMETER",
    "message": "Invalid value 'bogus' for 'timeframe'. Allowed: 5m, 15m, 1h, 4h, 1d."
  }
}
```

### 401

Missing or invalid API key.

missingKey:

```json
{
  "error": {
    "code": "UNAUTHORIZED",
    "message": "Authentication required"
  }
}
```

### 402

The account's shared Skylit credit balance is lower than this route's cost. Top up to continue. Carries `X-Credits-Remaining: 0`.

Headers: `X-Credits-Remaining`.

outOfCredits:

```json
{
  "error": {
    "code": "insufficient_credits",
    "message": "Out of credits. Top up to continue making requests."
  }
}
```

### 403

Unknown, revoked or expired API key (the gateway's `forbidden`), the account's API access is suspended (`account_suspended`) or blocked (`account_blocked`). Not retryable.

badKey:

```json
{
  "error": {
    "code": "FORBIDDEN",
    "message": "Access to this API has been disallowed"
  }
}
```

accountSuspended:

```json
{
  "error": {
    "code": "account_suspended",
    "message": "API access has been suspended for this account. Contact support."
  }
}
```

### 404

Unknown ticker or contract (`SYMBOL_NOT_FOUND`), or no data for the requested window. Not charged.

unknownSymbol:

```json
{
  "error": {
    "code": "SYMBOL_NOT_FOUND",
    "message": "Unknown ticker 'ZZZZQ'."
  }
}
```

noData:

```json
{
  "error": {
    "code": "NOT_FOUND",
    "message": "No trades found for AAPL on 2026-05-27 with timeframe 1d"
  }
}
```

### 429

Either the key exceeded its requests-per-minute limit (`X-RateLimit-Limit`; no `Retry-After`, wait until `X-RateLimit-Reset`), or the account is over one of the API's own limits, such as the query budget (queries running at once, fresh queries per second): `TOO_MANY_CONCURRENT_QUERIES` or `RATE_LIMITED` with `Retry-After`. Not charged; retry after the wait.

tooFast:

```json
{
  "error": {
    "code": "RATE_LIMITED",
    "message": "Rate limit exceeded."
  }
}
```

queryBudget:

```json
{
  "error": {
    "code": "TOO_MANY_CONCURRENT_QUERIES",
    "message": "This account already has 16 queries running on the shared query engine across all servers (limit ch.concurrent.customer). Cached answers are not affected. Retry after Retry-After; to backfill a day, follow meta.nextCursor instead of splitting time windows. See https://www.skylit.ai/docs/api-reference/rate-limits-and-retries",
    "retry_after": 1,
    "docs_url": "https://www.skylit.ai/docs/api-reference/errors#too_many_concurrent_queries"
  }
}
```

### 500

Unexpected server error (`INTERNAL_ERROR`, `DATABASE_ERROR`). Not charged; safe to retry with exponential backoff.

internal:

```json
{
  "error": {
    "code": "INTERNAL_ERROR",
    "message": "Internal server error"
  }
}
```

### 503

Underlying data source temporarily unavailable, the credit balance could not be verified (`credit_check_failed`), or the API is paused for maintenance (`api_paused`, with a `Retry-After` header and a `retry_after` field in seconds). Not charged; safe to retry.

ingestionLag:

```json
{
  "error": {
    "code": "UNAVAILABLE",
    "message": "Live feed is degraded; please retry in a few seconds."
  }
}
```

creditCheckFailed:

```json
{
  "error": {
    "code": "credit_check_failed",
    "message": "Could not verify credit balance. Please retry."
  }
}
```

### 504

The request did not complete within 25 seconds. Not charged; narrow the window or retry.

tooSlow:

```json
{
  "error": {
    "code": "GATEWAY_TIMEOUT",
    "message": "The request took too long and was not completed. It was not charged; narrow the request or retry."
  }
}
```