Feedback

Added in: @mastra/core@1.18.0

Feedback APIs store and query human-in-the-loop observability signals such as ratings, thumbs, comments, and corrections. Use the feedback guide for usage patterns.

Usage example

The following example records a rating for a persisted trace through the observability entrypoint. addFeedback() is optional on the entrypoint, so check that the active observability implementation supports it before calling it.

if (!mastra.observability.addFeedback) {
  throw new Error('Feedback is not supported by the active observability implementation')
}

await mastra.observability.addFeedback({
  traceId: 'trace-123',
  spanId: 'span-456',
  feedback: {
    feedbackSource: 'user',
    feedbackType: 'rating',
    value: 1,
    comment: 'Helpful answer.',
  },
})

Create feedback

addFeedback(args)

Adds feedback to a persisted trace or span through the observability entrypoint.

await mastra.observability.addFeedback?.({
  traceId: 'trace-123',
  spanId: 'span-456',
  feedback: {
    feedbackSource: 'user',
    feedbackType: 'rating',
    value: 1,
    comment: 'Helpful answer.',
  },
})

traceId?:

string

Trace that anchors the feedback target.

spanId?:

string

Span that anchors the feedback target.

correlationContext?:

CorrelationContext

Live span or trace context to emit from without rehydrating the target from storage.

feedback:

FeedbackInput

Feedback payload to add.

Without correlationContext, the method looks up traceId in configured observability storage. If the trace or requested span isn't found, Mastra logs a warning and drops the feedback event. Configure MastraStorageExporter when adding feedback by ID after execution, including when MastraPlatformExporter handles remote export.

createFeedback(args)

Creates one feedback record through the observability storage domain. Storage-level calls write directly to the store, so include timestamp.

await observability.createFeedback({
  feedback: {
    feedbackId: 'feedback-1',
    timestamp: new Date(),
    traceId: 'trace-123',
    spanId: 'span-456',
    feedbackSource: 'user',
    feedbackType: 'rating',
    value: 1,
    comment: 'Helpful answer.',
  },
})

The HTTP and client SDK create route accepts CreateFeedbackBody and sets timestamp server-side. It generates feedbackId when omitted:

await mastraClient.createFeedback({
  feedback: {
    traceId: 'trace-123',
    spanId: 'span-456',
    feedbackSource: 'user',
    feedbackType: 'rating',
    value: 1,
  },
})

batchCreateFeedback(args)

Creates multiple feedback records through the observability storage domain. This method isn't exposed by the HTTP routes or @mastra/client-js.

await observability.batchCreateFeedback({
  feedbacks: [
    {
      feedbackId: 'feedback-1',
      timestamp: new Date(),
      traceId: 'trace-123',
      feedbackSource: 'user',
      feedbackType: 'rating',
      value: 1,
    },
    {
      feedbackId: 'feedback-2',
      timestamp: new Date(),
      traceId: 'trace-123',
      feedbackSource: 'qa',
      feedbackType: 'comment',
      value: 'Needs a citation before shipping.',
    },
  ],
})

Delete feedback

deleteFeedback(args)

Deletes up to 1,000 feedback records by id. The operation is idempotent: ids that don't exist are ignored, and an empty feedbackIds array is a no-op. When organizationId or resourceId is provided, only records matching that scope are deleted.

await mastraClient.deleteFeedback({
  feedbackIds: ['feedback-1', 'feedback-2'],
})

feedbackIds:

string[]

Ids of the feedback records to delete. Accepts at most 1,000 ids.

organizationId?:

string

Restricts the delete to records with this organization id.

resourceId?:

string

Restricts the delete to records with this resource id.

Returns Promise<{ success: boolean }> from mastraClient.deleteFeedback() and the HTTP route. The storage domain method returns Promise<void>. Requests with more than 1,000 ids return 400, and a server running @mastra/core older than 1.66.0 returns 501. ClickHouse vNext, PostgreSQL vNext, DuckDB, and the in-memory store implement deletion. Every other adapter, including LibSQL and MongoDB, throws OBSERVABILITY_STORAGE_DELETE_FEEDBACK_NOT_IMPLEMENTED.

On ClickHouse, deletion uses lightweight deletes on the main feedback events table to remove rows from reads, including OLAP queries, without guaranteeing immediate physical removal, so open-source deployments must configure an observability retention period to physically purge them. Each request is marked applied once its delete succeeds; if the delete fails, the request stays unapplied, doesn't block updateFeedbackReviewStatus() on the still-visible feedback, and you retry by calling deleteFeedback() again. updateFeedbackReviewStatus() also retries the delete and throws a not-found error if the retry succeeds, or saves the new status and throws the delete's error if it fails again. Open-source deployments have no background reconciler. ClickHouse applies a TTL to deletion requests only when all five signals have finite retention. See ClickHouse native TTL. Delete APIs leave the separate delta cursor table untouched. Its rows contain identifiers rather than feedback payloads and expire within two days.

deleteScores(args)

Deletes up to 1,000 score records by id. It behaves like deleteFeedback() with scoreIds in place of feedbackIds, and Oracle Database also implements it. Unsupported adapters throw OBSERVABILITY_STORAGE_DELETE_SCORES_NOT_IMPLEMENTED.

await mastraClient.deleteScores({
  scoreIds: ['score-1', 'score-2'],
})

List feedback

listFeedback(args?)

Returns feedback records in page mode or delta mode.

const response = await mastraClient.listFeedback({
  filters: {
    feedbackType: 'rating',
    feedbackSource: 'studio',
  },
  pagination: { page: 0, perPage: 20 },
  orderBy: { field: 'timestamp', direction: 'DESC' },
})

mode?:

'page' | 'delta'

List mode. Defaults to 'page'.

filters?:

FeedbackFilter

Filters for the feedback records.

pagination?:

{ page?: number; perPage?: number }

Page-mode pagination. page is zero-indexed.

orderBy?:

{ field?: 'timestamp'; direction?: 'ASC' | 'DESC' }

Page-mode sort configuration.

after?:

string

Delta cursor for incremental polling. Only valid in delta mode.

limit?:

number

Maximum number of updates to return in delta mode.

OLAP queries

OLAP feedback queries operate on numeric value fields.

getFeedbackAggregate(args)

Returns one aggregate feedback value.

const response = await mastraClient.getFeedbackAggregate({
  feedbackType: 'rating',
  feedbackSource: 'user',
  aggregation: 'avg',
  comparePeriod: 'previous_day',
})

feedbackType:

string

Feedback type to aggregate.

feedbackSource?:

string

Feedback source to aggregate.

aggregation:

'sum' | 'avg' | 'min' | 'max' | 'count' | 'count_distinct' | 'last'

Aggregation to apply.

filters?:

FeedbackFilter

Additional filters.

comparePeriod?:

'previous_period' | 'previous_day' | 'previous_week'

Optional period-over-period comparison.

getFeedbackBreakdown(args)

Returns feedback values grouped by dimensions.

const response = await mastraClient.getFeedbackBreakdown({
  feedbackType: 'rating',
  groupBy: ['entityName'],
  aggregation: 'avg',
})

getFeedbackTimeSeries(args)

Returns feedback values bucketed by interval.

const response = await mastraClient.getFeedbackTimeSeries({
  feedbackType: 'rating',
  interval: '1h',
  aggregation: 'avg',
  groupBy: ['feedbackSource'],
})

getFeedbackPercentiles(args)

Returns percentile values bucketed by interval.

const response = await mastraClient.getFeedbackPercentiles({
  feedbackType: 'rating',
  percentiles: [0.5, 0.95],
  interval: '1d',
})

Types

FeedbackRecord

feedbackId?:

string | null

Unique ID for this feedback event. The server route generates one when omitted.

timestamp:

Date

Time when the feedback was recorded.

traceId?:

string | null

Trace that anchors the feedback target when available.

spanId?:

string | null

Span that anchors the feedback target when available.

feedbackSource?:

string | null

Optional source metadata, such as 'user', 'qa', 'studio', or 'system'.

source?:

string | null

Deprecated alias for feedbackSource.

feedbackType:

string

Type of feedback, such as 'rating', 'thumbs', 'comment', or 'correction'.

value:

number | string

Feedback value. Numeric values support aggregate, breakdown, time series, and percentile queries.

comment?:

string | null

Additional comment or context for the feedback.

feedbackUserId?:

string | null

User who provided the feedback.

sourceId?:

string | null

ID of the source record this feedback is linked to, such as an experiment result ID.

metadata?:

Record<string, unknown> | null

User-defined metadata for the feedback record.

Shared context fields

Feedback records can include shared observability context fields for filtering, grouping, and correlation with traces, logs, metrics, and scores.

entityType?:

EntityType | null

Entity type that produced the signal.

entityId?:

string | null

ID of the entity that produced the signal.

entityName?:

string | null

Name of the entity that produced the signal.

parentEntityType?:

EntityType | null

Entity type of the parent entity.

parentEntityId?:

string | null

ID of the parent entity.

parentEntityName?:

string | null

Name of the parent entity.

rootEntityType?:

EntityType | null

Entity type of the root entity.

rootEntityId?:

string | null

ID of the root entity.

rootEntityName?:

string | null

Name of the root entity.

userId?:

string | null

Human end user who triggered execution.

organizationId?:

string | null

Multi-tenant organization or account.

resourceId?:

string | null

Broader resource context.

runId?:

string | null

Execution run identifier.

sessionId?:

string | null

Session identifier for grouping traces.

threadId?:

string | null

Conversation thread identifier.

requestId?:

string | null

HTTP request ID for correlation.

environment?:

string | null

Deployment environment.

serviceName?:

string | null

Name of the service.

scope?:

Record<string, unknown> | null

Package, app version, or deployment metadata.

entityVersionId?:

string | null

Version ID of the entity that produced the signal.

parentEntityVersionId?:

string | null

Version ID of the parent entity.

rootEntityVersionId?:

string | null

Version ID of the root entity.

experimentId?:

string | null

Experiment or eval run identifier.

executionSource?:

string | null

Source of execution, such as local, cloud, or CI.

tags?:

string[] | null

Labels for filtering.

FeedbackInput

Use FeedbackInput with mastra.observability.addFeedback(), recordedTrace.addFeedback(), and recordedSpan.addFeedback().

feedbackSource?:

string

Optional source metadata for the feedback.

source?:

string

Deprecated alias for feedbackSource.

feedbackType:

string

Type of feedback to record.

value:

number | string

Feedback value to record.

comment?:

string

Additional comment or context.

feedbackUserId?:

string

User who provided the feedback.

userId?:

string

Deprecated alias for feedbackUserId.

metadata?:

Record<string, unknown>

Additional feedback-specific metadata.

experimentId?:

string

Experiment or eval run identifier.

sourceId?:

string

ID of the source record this feedback is linked to.

FeedbackFilter

Use FeedbackFilter in listFeedback() and OLAP query filters.

timestamp?:

{ start?: Date; end?: Date; startExclusive?: boolean; endExclusive?: boolean }

Filter by timestamp range.

traceId?:

string

Filter by trace ID.

spanId?:

string

Filter by span ID.

feedbackType?:

string | string[]

Filter by one or more feedback types.

feedbackSource?:

string

Filter by feedback source.

source?:

string

Deprecated alias for feedbackSource.

feedbackUserId?:

string

Filter by the user who provided the feedback.

reviewStatus?:

'needs-review' | 'reviewed'

Filter by review status.

entityType?:

EntityType

Filter by entity type.

entityName?:

string

Filter by entity name.

entityVersionId?:

string

Filter by entity version ID.

parentEntityType?:

EntityType

Filter by parent entity type.

parentEntityName?:

string

Filter by parent entity name.

parentEntityVersionId?:

string

Filter by parent entity version ID.

rootEntityType?:

EntityType

Filter by root entity type.

rootEntityName?:

string

Filter by root entity name.

rootEntityVersionId?:

string

Filter by root entity version ID.

userId?:

string

Filter by human end-user ID.

organizationId?:

string

Filter by organization ID.

resourceId?:

string

Filter by resource ID.

runId?:

string

Filter by run ID.

sessionId?:

string

Filter by session ID.

threadId?:

string

Filter by thread ID.

requestId?:

string

Filter by request ID.

serviceName?:

string

Filter by service name.

environment?:

string

Filter by environment.

executionSource?:

string

Filter by execution source.

experimentId?:

string

Filter by experiment or eval run identifier.

tags?:

string[]

Filter by tags. Matching records must have all specified tags.

HTTP routes

These routes belong to a Mastra runtime and use its configured observability storage. They're separate from the unversioned Mastra Platform Feedback API, which doesn't provide a feedback creation route.

Method	Path	Purpose	Permission
GET	/api/observability/feedback	List feedback records	observability:read
POST	/api/observability/feedback	Create a feedback record	observability:write
DELETE	/api/observability/feedback	Delete feedback records by id	observability:delete
DELETE	/api/observability/scores	Delete score records by id	observability:delete
PATCH	/api/observability/feedback/:feedbackId/review-status	Update review status	observability:write
POST	/api/observability/feedback/aggregate	Return one aggregate value	observability:read
POST	/api/observability/feedback/breakdown	Group feedback by dimensions	observability:read
POST	/api/observability/feedback/timeseries	Bucket feedback by interval	observability:read
POST	/api/observability/feedback/percentiles	Return percentile series	observability:read

List query parameters

GET /api/observability/feedback takes its arguments as URL query parameters. The Mastra Platform Feedback API accepts the same parameters on its GET /feedback endpoint.

curl -sS "http://localhost:4111/api/observability/feedback?traceId=trace-123&environment=production&feedbackType=rating&page=0&perPage=20"

Every field of FeedbackFilter is accepted as a top-level query parameter with the same name, for example traceId, spanId, feedbackType, feedbackSource, feedbackUserId, reviewStatus, entityName, environment, experimentId, or tags. Repeat a parameter to pass multiple values where the filter accepts an array, such as feedbackType=rating&feedbackType=thumbs. Pass object-valued filters such as timestamp as JSON, for example timestamp={"start":"2026-01-01T00:00:00Z"} URL-encoded.

The remaining parameters control paging and delta polling:

mode?:

'page' | 'delta'

List mode. Defaults to 'page'.

page?:

number

= 0

Zero-indexed page number. Page mode only.

perPage?:

number

= 10

Records per page, from 1 to 100. Page mode only.

field?:

'timestamp'

= 'timestamp'

Sort field. Page mode only.

direction?:

'ASC' | 'DESC'

= 'DESC'

Sort direction. Page mode only.

after?:

string

Opaque delta cursor returned by the previous delta response. Delta mode only.

limit?:

number

Maximum number of updates to return, from 1 to 100. Delta mode only.

Requests that mix modes return 400, for example page or perPage with mode=delta, or after or limit without it. The analytics routes take the same JSON bodies as getFeedbackAggregate(), getFeedbackBreakdown(), getFeedbackTimeSeries(), and getFeedbackPercentiles().

Related

• Feedback guide
• Client SDK observability reference
• Observability configuration