> ## Documentation Index
> Fetch the complete documentation index at: https://cadenya.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.
# List feedback for an agent
> Every score the agent has earned, across all its objectives, in one flat stream.
All the [feedback](/docs/api-reference/objectiveservice/submit-feedback-for-an-objective) submitted on any objective this agent has run, newest first. Where [List objective feedback](/docs/api-reference/objectiveservice/list-feedback-for-an-objective) scopes to one run, this is the agent-wide roll-up.
```typescript TypeScript theme={null}
const feedback = await client.agents.feedback.list(agentId, { workspaceId });
for await (const f of feedback) {
console.log(f.data.score, f.data.comment, f.info?.submittedBy?.metadata.name);
}
// 1 'good' Global API Key
// 1 '' Global API Key
// -0.2 '' Global API Key
```
```go Go theme={null}
feedback := client.Agents.Feedback.ListAutoPaging(ctx, agentID,
cadenya.AgentFeedbackListParams{
WorkspaceID: cadenya.String(workspaceID),
})
for feedback.Next() {
f := feedback.Current()
fmt.Println(f.Data.Score, f.Data.Comment, f.Info.SubmittedBy.Metadata.Name)
}
```
```ruby Ruby theme={null}
feedback = cadenya.agents.feedback.list(agent_id, workspace_id: workspace_id)
feedback.auto_paging_each do |f|
puts "#{f.data.score} #{f.data.comment} #{f.info&.submitted_by&.metadata&.name}"
end
```
```bash cURL theme={null}
curl "https://api.cadenya.com/v1/workspaces/${WORKSPACE_ID}/agents/${AGENT_ID}/feedback" \
-H "Authorization: Bearer ${CADENYA_API_KEY}"
```
Each entry carries a `score` on `[-1.0, 1.0]`, an optional `comment`, and `info.submittedBy`, the profile that left it.
## It is flat: no per-variation attribution
This is the one thing to know. An entry tells you the score, the note, and who left it, but **not which objective or variation earned it**. There is no `objectiveId` or `variationId` on the row. So this endpoint answers "how is this agent doing overall?", not "which variation is winning?".
For attribution, reach for a different read:
* **Per variation:** [List variations](/docs/api-reference/agentvariationservice/list-variations) returns each variation's aggregate `score` and `feedbackCount`, which is what drives [weighted selection](/docs/guides/agents).
* **Per objective:** [List objective feedback](/docs/api-reference/objectiveservice/list-feedback-for-an-objective) returns the scores on one specific run.
## Search the comments
The `query` param does a free-text search over the comment text, so you can pull the feedback that mentions a theme:
```typescript theme={null}
const refundGripes = await client.agents.feedback.list(agentId, { workspaceId, query: 'refund' });
```
`limit` and `cursor` page the results the usual way.
## Related
Add a score to an objective, which surfaces here.
The per-variation `score` this flat stream cannot give you.
The scores on a single run.
## OpenAPI
````yaml get /v1/workspaces/{workspaceId}/agents/{agentId}/feedback
openapi: 3.1.0
info:
title: Cadenya API
description: API for the Cadenya Agent Runtime platform.
version: '1.0'
servers:
- url: https://api.cadenya.com
description: Production server
security:
- bearerAuth: []
tags:
- name: AIProviderKeyService
- name: APIKeyService
description: |-
Issue, rotate, disable, and revoke a workspace's API keys. Every key
belongs to exactly one workspace; the system-managed global account key is
managed via GlobalAPIKeyService instead.
- name: AccountService
description: >-
Manage the authenticated account. Accounts are the top-level
organizational
unit and contain one or more workspaces.
- name: AgentScheduleService
description: >-
Manage recurring schedules attached to agents. Schedules trigger
objectives
on a cadence defined by AgentScheduleSpec.Schedule.
- name: AgentService
description: >-
Manage AI agents within a workspace. Agents define AI behavior and tool
access.
- name: AgentVariationService
description: >-
Manage variations of an agent and their tool, sub-agent, and memory layer
assignments.
- name: GlobalAPIKeyService
description: |-
Manage the account's system-provisioned global API key. The global key is
the only key that spans every workspace; it is created by the system and
cannot be deleted, so the surface is retrieve, rotate, and the
disable/enable kill switch.
- name: MemoryService
description: >-
Manage memory layers and their entries. Layers are named containers that
can
be composed into an objective's memory cascade; entries are the keyed values
within a layer. System-managed layers (e.g., episodic layers created by the
runtime) cannot be mutated through this API.
- name: ModelService
description: |-
Manage LLM models available to a workspace. Models represent provider and
family pairs (e.g., "anthropic/claude-sonnet-4.6"). Workspaces are seeded
with the supported models and you can enable or disable each one.
- name: ObjectiveEventStreamsService
- name: ObjectiveService
- name: ProfilesService
description: |-
Operations on profiles, the account-level principals (users, API keys,
system) that authenticate against the API.
- name: SearchService
- name: TenantService
description: >-
Read and erase tenants and the subjects under them. Tenants and subjects
are
created by assertion — on objective creation or widget session mint — never
directly, so this service has no create or update: it exists to enumerate what
assertions have produced, and to destroy it on request.
- name: ToolService
description: >-
Manage tool sets and the tools they contain. Tool sets group related
tools,
and tools define specific capabilities available to agents.
When a tool set is managed, only API key actors can modify its tools; human
(profile) actors cannot.
- name: UploadService
description: |-
Issue short-lived presigned URLs for direct client-to-object-storage
uploads. Created uploads can be referenced by id when creating or updating
resources that accept binary content (e.g., MemoryEntry).
- name: WidgetService
description: |-
Manage embeddable chat widgets. A widget binds an agent to a globally
unique hostname with a per-widget origin allowlist; browsers reach it with
session tokens minted via WidgetSessionService.
- name: WidgetSessionService
description: >-
Mint and manage widget sessions. Session creation is server-to-server
only:
the customer's backend authenticates its visitor, asserts tenant/subject
context, attaches any per-visitor secrets, and receives a short-lived
bearer token the browser uses against the widget host.
- name: WorkspaceAdminService
description: >-
Administer workspaces across the account: create and archive workspaces
and
manage their membership. These operations are account-scoped and require the
admin role (a token whose profile holds the WorkOS admin role); they live
under /v1/account/workspaces rather than the workspace-scoped /v1/workspaces
tree so an admin can manage any workspace in the account, including ones they
are not themselves a member of.
- name: WorkspaceSecretService
- name: WorkspaceService
description: |-
Manage workspaces within an account. Workspaces provide organizational
grouping and isolation for resources such as agents, tools, and API keys.
This is the workspace-scoped, end-user surface. Administrative operations
(create / archive workspaces, manage members) live in WorkspaceAdminService
under /v1/account/workspaces and require the admin role.
paths:
/v1/workspaces/{workspaceId}/agents/{agentId}/feedback:
get:
tags:
- AgentService
- Agents
summary: List feedback for an agent
description: >-
Lists feedback submitted across all objectives belonging to an agent.
Supports search by comment, sentiment filter, agent variation filter,
and creation date range. Results are ordered by creation time, newest
first.
operationId: AgentService_ListAgentFeedback
parameters:
- name: workspaceId
in: path
required: true
schema:
type: string
example: workspace_01HXKD2E5NQM3T9AYWCF133E3Q
- name: agentId
in: path
description: >-
The ID of the agent. Supports "external_id:" prefix for external
IDs.
required: true
schema:
example: agent_01HXKD2E5NQM3T9AYWCFMGWT9Y
type: string
- name: limit
in: query
description: Maximum number of results to return.
schema:
type: integer
format: int32
- name: cursor
in: query
description: Pagination cursor from previous response.
schema:
type: string
- name: query
in: query
description: >-
Free-text search applied to the feedback comment. Case-insensitive
substring match.
schema:
type: string
- name: sentiment
in: query
description: >-
Filter by sentiment. UNSPECIFIED returns feedback regardless of
score.
schema:
enum:
- FEEDBACK_SENTIMENT_UNSPECIFIED
- FEEDBACK_SENTIMENT_POSITIVE
- FEEDBACK_SENTIMENT_NEGATIVE
type: string
format: enum
- name: agentVariationId
in: query
description: >-
Optional filter to limit results to feedback on objectives run by a
single
agent variation. Supports "external_id:" prefix for external IDs.
schema:
type: string
- name: createdAfter
in: query
description: Inclusive lower bound on feedback creation time.
schema:
type: string
format: date-time
- name: createdBefore
in: query
description: Exclusive upper bound on feedback creation time.
schema:
type: string
format: date-time
- name: labels
in: query
description: |-
Filters by metadata labels. Comma-separated key=value pairs,
e.g. "env=prod,team=ai". A resource matches only if every pair
matches exactly (AND semantics).
schema:
type: string
- name: includeInfo
in: query
description: When set to true you may use more of your alloted API rate-limit
schema:
type: boolean
responses:
'200':
description: OK
content:
application/json:
schema:
$ref: '#/components/schemas/ListAgentFeedbackResponse'
default:
description: Default error response
content:
application/json:
schema:
$ref: '#/components/schemas/Status'
x-codeSamples:
- lang: JavaScript
source: |-
import Cadenya from '@cadenya/cadenya';
const client = new Cadenya({
apiKey: process.env['CADENYA_API_KEY'], // This is the default and can be omitted
});
// Automatically fetches more pages as needed.
for await (const objectiveFeedback of client.agents.feedback.list(
'agent_01HXKD2E5NQM3T9AYWCFMGWT9Y',
{ workspaceId: 'workspace_01HXKD2E5NQM3T9AYWCF133E3Q' },
)) {
console.log(objectiveFeedback.data);
}
- lang: Python
source: |-
import os
from cadenya import Cadenya
client = Cadenya(
api_key=os.environ.get("CADENYA_API_KEY"), # This is the default and can be omitted
)
page = client.agents.feedback.list(
agent_id="agent_01HXKD2E5NQM3T9AYWCFMGWT9Y",
workspace_id="workspace_01HXKD2E5NQM3T9AYWCF133E3Q",
)
page = page.items[0]
print(page.data)
- lang: Go
source: "package main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"go.cadenya.com/cadenya-go\"\n\t\"go.cadenya.com/cadenya-go/option\"\n)\n\nfunc main() {\n\tclient := cadenya.NewClient(\n\t\toption.WithAPIKey(\"My API Key\"),\n\t)\n\tpage, err := client.Agents.Feedback.List(\n\t\tcontext.TODO(),\n\t\t\"agent_01HXKD2E5NQM3T9AYWCFMGWT9Y\",\n\t\tcadenya.AgentFeedbackListParams{\n\t\t\tWorkspaceID: cadenya.String(\"workspace_01HXKD2E5NQM3T9AYWCF133E3Q\"),\n\t\t},\n\t)\n\tif err != nil {\n\t\tpanic(err.Error())\n\t}\n\tfmt.Printf(\"%+v\\n\", page)\n}\n"
- lang: Ruby
source: |-
require "cadenya"
cadenya = Cadenya::Client.new(api_key: "My API Key")
page = cadenya.agents.feedback.list(
"agent_01HXKD2E5NQM3T9AYWCFMGWT9Y",
workspace_id: "workspace_01HXKD2E5NQM3T9AYWCF133E3Q"
)
puts(page)
- lang: CLI
source: |-
cadenya agents:feedback list \
--api-key 'My API Key' \
--workspace-id workspace_01HXKD2E5NQM3T9AYWCF133E3Q \
--agent-id agent_01HXKD2E5NQM3T9AYWCFMGWT9Y
components:
schemas:
ListAgentFeedbackResponse:
type: object
properties:
items:
type: array
items:
$ref: '#/components/schemas/ObjectiveFeedback'
pagination:
$ref: '#/components/schemas/Page'
description: Response for listing feedback across an agent.
Status:
type: object
properties:
code:
type: integer
description: >-
The status code, which should be an enum value of
[google.rpc.Code][google.rpc.Code].
format: int32
message:
type: string
description: >-
A developer-facing error message, which should be in English. Any
user-facing error message should be localized and sent in the
[google.rpc.Status.details][google.rpc.Status.details] field, or
localized by the client.
details:
type: array
items:
$ref: '#/components/schemas/GoogleProtobufAny'
description: >-
A list of messages that carry the error details. There is a common
set of message types for APIs to use.
description: >-
The `Status` type defines a logical error model that is suitable for
different programming environments, including REST APIs and RPC APIs. It
is used by [gRPC](https://github.com/grpc). Each `Status` message
contains three pieces of data: error code, error message, and error
details. You can find out more about this error model and how to work
with it in the [API Design
Guide](https://cloud.google.com/apis/design/errors).
ObjectiveFeedback:
required:
- metadata
- data
type: object
properties:
metadata:
$ref: '#/components/schemas/OperationMetadata'
data:
$ref: '#/components/schemas/ObjectiveFeedbackData'
info:
$ref: '#/components/schemas/ObjectiveFeedbackInfo'
description: >-
ObjectiveFeedback represents feedback submitted for an objective's
execution.
Feedback is used to score agent variations and improve agent performance over time.
Page:
type: object
properties:
nextCursor:
type: string
description: >-
Page carries cursor-based pagination state. There is no total: the
cursor
walks the result set without ever counting it, and a count would cost a second
query on every list.
GoogleProtobufAny:
type: object
properties:
'@type':
type: string
description: The type of the serialized message.
additionalProperties: true
description: >-
Contains an arbitrary serialized message along with a @type that
describes the type of the serialized message.
OperationMetadata:
required:
- id
- accountId
- workspaceId
- profileId
- createdAt
type: object
properties:
id:
readOnly: true
type: string
description: >-
Unique identifier for the operation (prefixed ULID, e.g.,
"obj_01HXK...")
accountId:
readOnly: true
example: account_01HXKD2E5NQM3T9AYWCFTJHJVF
type: string
description: >-
Account this operation belongs to for multi-tenant isolation
(prefixed ULID)
workspaceId:
readOnly: true
example: workspace_01HXKD2E5NQM3T9AYWCF133E3Q
type: string
description: >-
Workspace this operation belongs to for organizational grouping
(prefixed ULID)
labels:
type: object
additionalProperties:
type: string
description: |-
Key-value pairs for categorization and filtering. Values are 0-63
alphanumeric characters with "-", "_", or "." allowed between; keys
follow the same shape and additionally accept an optional DNS-subdomain
prefix (e.g. "cadenya.com/") of at most 253 characters.
Examples: {"priority": "high", "source": "api", "workflow": "onboarding"}
createdAt:
readOnly: true
type: string
description: |-
Timestamp when this operation was created
ULID includes timestamp information, but this explicit field enables easier querying
format: date-time
externalId:
type: string
description: >-
External ID for the operation (e.g., a workflow ID from an external
system)
profileId:
readOnly: true
example: profile_01HXKD2E5NQM3T9AYWCFS0AP08
type: string
description: >-
ID of the actor (user or service account) that created this
operation
description: >-
Metadata for ephemeral operations and activities (e.g., objectives,
executions, runs)
ObjectiveFeedbackData:
type: object
properties:
score:
type: number
description: >-
A score between -1.0 and 1.0 representing the quality of the
objective's execution.
-1.0 is the worst possible score, 0.0 is neutral, and 1.0 is the best.
format: float
comment:
type: string
description: Optional human-readable comment explaining the feedback
ObjectiveFeedbackInfo:
type: object
properties:
submittedBy:
readOnly: true
allOf:
- $ref: '#/components/schemas/Profile'
description: The profile that submitted the feedback
objective:
readOnly: true
allOf:
- $ref: '#/components/schemas/BareMetadata'
description: The objective the feedback was submitted for.
agentVariation:
readOnly: true
allOf:
- $ref: '#/components/schemas/BareMetadata'
description: >-
The agent variation that executed the objective this feedback is
about.
Profile:
required:
- metadata
- spec
type: object
properties:
metadata:
$ref: '#/components/schemas/AccountResourceMetadata'
spec:
$ref: '#/components/schemas/ProfileSpec'
description: |-
A profile identifies a user or non-human principal (such as an API key)
at the account level. Profiles are account-scoped and can be granted access
to multiple workspaces.
BareMetadata:
type: object
properties:
id:
readOnly: true
type: string
name:
readOnly: true
type: string
description: >-
Human-readable name of the referenced resource, populated by the
server
on reads for convenience. Absent on references to resources that do not
have a name (e.g., objective tasks).
description: |-
BareMetadata contains the minimal metadata for a resource: the ID and an
optional human-readable name. These are used for reference fields where the
full metadata (account scoping, timestamps, labels, external IDs) is not
needed — e.g., the tool references inside an agent variation spec or the
tools assigned to an objective. Both fields are server-populated; clients
provide IDs through sibling fields rather than by constructing a
BareMetadata themselves.
AccountResourceMetadata:
required:
- id
- accountId
- name
- profileId
type: object
properties:
id:
readOnly: true
type: string
description: >-
Unique identifier for the resource (prefixed ULID, e.g.,
"apikey_01HXK...")
accountId:
readOnly: true
example: account_01HXKD2E5NQM3T9AYWCFTJHJVF
type: string
description: >-
Account this resource belongs to for multi-tenant isolation
(prefixed ULID)
name:
type: string
description: >-
Human-readable name for the resource (e.g., "Customer Support
Agent", "Email Tool")
Required for resources that users interact with directly
externalId:
type: string
description: >-
External ID for the resource (e.g., a workflow ID from an external
system)
labels:
type: object
additionalProperties:
type: string
description: |-
Key-value pairs for categorization and filtering. Values are 0-63
alphanumeric characters with "-", "_", or "." allowed between; keys
follow the same shape and additionally accept an optional DNS-subdomain
prefix (e.g. "cadenya.com/") of at most 253 characters.
Examples: {"environment": "production", "team": "platform", "version": "v2"}
profileId:
readOnly: true
example: profile_01HXKD2E5NQM3T9AYWCFS0AP08
type: string
createdAt:
readOnly: true
type: string
format: date-time
description: >-
AccountResourceMetadata is used to represent a resource that is
associated to an account but not to a workspace.
ProfileSpec:
required:
- type
type: object
properties:
email:
type: string
description: >-
Email address of the profile. Required and unique within an account
for
user profiles.
name:
type: string
description: Display name (e.g., "Bobby Tables").
type:
enum:
- PROFILE_TYPE_UNSPECIFIED
- PROFILE_TYPE_USER
- PROFILE_TYPE_API_KEY
- PROFILE_TYPE_SYSTEM
type: string
description: >-
Whether this profile represents a human user, an API key, or a
system
principal.
format: enum
description: Configuration for a profile.
securitySchemes:
bearerAuth:
type: http
scheme: bearer
bearerFormat: JWT
````