List per-resource results for a bulk workspace apply

GET/v1/workspaces/{workspaceId}/bulk_workspace_applies/{bulkWorkspaceApplyId}/results

Lists each resource action recorded by a bulk workspace apply operation.

Path ParametersExpand Collapse

workspaceId: string

bulkWorkspaceApplyId: string

Query ParametersExpand Collapse

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

Filter by action.

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

cursor: optional string

Pagination cursor from previous response

limit: optional number

Maximum number of results to return

formatint32

sortOrder: optional string

Sort order for results (asc or desc by creation time)

type: optional string

Filter by data.type discriminator (e.g., “toolSet”, “memoryEntry”).

ReturnsExpand Collapse

items: optional array of BulkWorkspaceApplyResult { data, metadata }

data: BulkWorkspaceApplyResultData { agent, agentSchedule, agentVariation, 7 more }

Outcome for a single resource within a bulk apply. The type field is the discriminator string naming the populated outcome oneof variant (e.g., “toolSet”, “memoryEntry”). Every outcome shell carries an action enum and either a resulting resource snapshot (for ACTION_CREATED, ACTION_UPDATED, ACTION_UNCHANGED, ACTION_DELETED) or a google.rpc.Status (for ACTION_FAILED).

agent: optional BulkWorkspaceApplyResultDataAgentOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

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. 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.

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

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.

externalId: optional string

resource: optional Agent { metadata, spec, info }

Agent resource

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

Optional bundle ownership key. When set, indicates the resource is managed by a configuration bundle identified by this key. Used by BulkWorkspaceResources.Apply to track which resources belong to which bundle for reconciliation / soft-delete on re-apply.

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: AgentSpec { status, variationSelectionMode, description, 3 more }

Agent specification (user-provided configuration)

status: "AGENT_STATUS_UNSPECIFIED" or "AGENT_STATUS_DRAFT" or "AGENT_STATUS_PUBLISHED" or "AGENT_STATUS_ARCHIVED"

Status of the agent

formatenum

One of the following:

"AGENT_STATUS_UNSPECIFIED"

"AGENT_STATUS_DRAFT"

"AGENT_STATUS_PUBLISHED"

"AGENT_STATUS_ARCHIVED"

variationSelectionMode: "VARIATION_SELECTION_MODE_UNSPECIFIED" or "VARIATION_SELECTION_MODE_RANDOM" or "VARIATION_SELECTION_MODE_WEIGHTED"

Controls how variations are automatically selected when creating objectives Defaults to RANDOM when unspecified

formatenum

One of the following:

"VARIATION_SELECTION_MODE_UNSPECIFIED"

"VARIATION_SELECTION_MODE_RANDOM"

"VARIATION_SELECTION_MODE_WEIGHTED"

description: optional string

Description of the agent’s purpose

inputDataSchema: optional map[unknown]

InputDataSchema is used for enforcing a data input when objectives are created. This is valuable when using liquid formatting in agent variation prompts. Input data schema is also valuable when using an agent as a sub-agent, as the schema is used as the tool’s input parameter schema. If omitted, the sub-agent schema will be loaded with a simple “prompt” free text string as its schema.

outputDefinition: optional map[unknown]

Optional output definition for objectives created for this agent. When provided, Cadenya will append a tool to that will be called by the LLM in use by the variant to extract information in the format provided here. Use this option when you want structured data to be created by your objectives.

webhookEventsUrl: optional string

The URL that Cadenya will send events for any objective assigned to the agent.

info: optional AgentInfo { createdBy, variationCount }

AgentInfo contains simple information about an agent for display or quick reference

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

variationCount: optional number

agentSchedule: optional BulkWorkspaceApplyResultDataAgentScheduleOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

externalId: optional string

resource: optional AgentSchedule { metadata, spec, info }

AgentSchedule resource — a recurring trigger attached to an agent that creates objectives on its cadence.

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: AgentScheduleSpec { initialMessage, schedule, data, 3 more }

AgentScheduleSpec is the user-provided configuration for a schedule.

initialMessage: string

The initial message passed to CreateObjective on each fire. Becomes the first user message in the objective’s chat history.

schedule: AgentScheduleSpecSchedule { calendars, intervals, timezone }

Schedule defines WHEN the schedule fires. Temporal-style structured form: a list of calendar rules (wall-clock) and/or interval rules (duration), OR’d together. At least one rule is required.

calendars: optional array of ScheduleCalendar { comment, dayOfMonth, dayOfWeek, 4 more }

Wall-clock rules. May be empty if intervals is non-empty.

comment: optional string

dayOfMonth: optional array of ScheduleRange { end, start, step }

end: optional number

start: optional number

step: optional number

dayOfWeek: optional array of ScheduleRange { end, start, step }

end: optional number

start: optional number

step: optional number

hour: optional array of ScheduleRange { end, start, step }

end: optional number

start: optional number

step: optional number

minute: optional array of ScheduleRange { end, start, step }

end: optional number

start: optional number

step: optional number

month: optional array of ScheduleRange { end, start, step }

end: optional number

start: optional number

step: optional number

second: optional array of ScheduleRange { end, start, step }

end: optional number

start: optional number

step: optional number

intervals: optional array of ScheduleInterval { every, offset }

Duration-based rules. May be empty if calendars is non-empty.

every: optional string

offset: optional string

Phase shift within every. Must be < every (enforced at runtime).

timezone: optional string

IANA tz name (e.g. “America/New_York”). Required. Applies to calendars; intervals fire on wall-clock cadence anchored in this zone.

data: optional unknown

Optional input data passed to the objective. If the agent has an input_data_schema, this must satisfy it.

overlapPolicy: optional "OVERLAP_POLICY_UNSPECIFIED" or "OVERLAP_POLICY_ALLOW" or "OVERLAP_POLICY_SKIP"

What to do when the previous run is still in flight. Defaults to SKIP.

formatenum

One of the following:

"OVERLAP_POLICY_UNSPECIFIED"

"OVERLAP_POLICY_ALLOW"

"OVERLAP_POLICY_SKIP"

status: optional "AGENT_SCHEDULE_STATUS_UNSPECIFIED" or "AGENT_SCHEDULE_STATUS_ACTIVE" or "AGENT_SCHEDULE_STATUS_PAUSED" or "AGENT_SCHEDULE_STATUS_ARCHIVED"

Lifecycle. Defaults to ACTIVE on create when unspecified.

formatenum

One of the following:

"AGENT_SCHEDULE_STATUS_UNSPECIFIED"

"AGENT_SCHEDULE_STATUS_ACTIVE"

"AGENT_SCHEDULE_STATUS_PAUSED"

"AGENT_SCHEDULE_STATUS_ARCHIVED"

variationId: optional string

Optional explicit variation. When unset, the agent’s variation_selection_mode chooses per fire.

info: optional AgentScheduleInfo { createdBy, lastFireAt, lastObjectiveId, 4 more }

AgentScheduleInfo provides read-only runtime data about a schedule.

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

lastFireAt: optional string

When the schedule last fired (regardless of objective outcome).

formatdate-time

lastObjectiveId: optional string

ID of the most recent objective the schedule created.

lastSkippedAt: optional string

When the schedule most recently skipped a fire (SKIP policy + prior in flight).

formatdate-time

lastSkipReason: optional string

Reason for the most recent skip (e.g. “previous objective still running”).

nextFireAt: optional string

When the schedule will next fire. Computed from the spec; absent when the schedule is PAUSED/ARCHIVED or has no future fire times.

formatdate-time

totalFires: optional number

Lifetime count of objectives created by this schedule.

formatint32

agentVariation: optional BulkWorkspaceApplyResultDataAgentVariationOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

externalId: optional string

resource: optional AgentVariation { metadata, spec, info }

AgentVariation resource

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: AgentVariationSpec { compactionConfig, constraints, description, 6 more }

AgentVariationSpec defines the operational configuration for a variation

compactionConfig: optional AgentVariationSpecCompactionConfig { summarization, toolResultClearing, triggerThreshold }

CompactionConfig defines how context window compaction behaves for objectives using this variation.

summarization: optional CompactionConfigSummarizationStrategy { instructions }

SummarizationStrategy configures LLM-powered summarization of older conversation turns.

instructions: optional string

Custom instructions that guide what the summarizer preserves. Replaces the default summarization prompt entirely. Example: “Preserve all code snippets, variable names, and technical decisions.”

toolResultClearing: optional CompactionConfigToolResultClearingStrategy { preserveRecentResults }

ToolResultClearingStrategy configures clearing of older tool result content.

preserveRecentResults: optional number

Number of most recent tool call results to keep intact. Older tool results have their content replaced with “[result cleared]” while preserving the assistant tool call message (function name, arguments). Default: 2

formatint32

triggerThreshold: optional number

Trigger threshold as a percentage of the model’s context window (0.0 to 1.0). When input tokens reach this percentage of the model’s limit, compaction triggers. Default: 0.75 (75%)

formatfloat

constraints: optional AgentVariationSpecConstraints { maxSubObjectives, maxToolCalls }

Execution constraints

maxSubObjectives: optional number

The maximum number of sub-objectives that can be created. 0 means no limit.

formatint32

maxToolCalls: optional number

The maximum number of tool calls that can be made. 0 means no limit.

formatint32

description: optional string

Human-readable description of what this variation does or when it should be used

enableEpisodicMemory: optional boolean

Enable episodic memory for objectives using this variation. When true, the system automatically creates a document namespace for each objective using the objective’s episodic_key as the external_id, allowing the agent to store and retrieve documents specific to that episode.

episodicMemoryTtl: optional number

How long episodic memories should be retained. After this duration, episodic document namespaces can be automatically cleaned up. If not set, episodic memories are retained indefinitely.

modelConfig: optional AgentVariationSpecModelConfig { modelId, temperature }

ModelConfig defines the model configuration for a variation

modelId: optional string

The model identifier in family/model format (e.g., “claude/opus-4.6”, “claude/sonnet-4.5”)

temperature: optional number

Sampling temperature for model inference (0.0 to 1.0) Lower values produce more deterministic outputs, higher values increase randomness

formatfloat

progressiveDiscovery: optional AgentVariationSpecProgressiveDiscovery { hints, maxTools, rerankThreshold }

ProgressiveDiscovery is used to indicate that the agent should automatically discover tools that are not explicitly assigned to it. Max tools is the maximum number of tools that can be discovered per search. Hints are optional hints for tool search. These are used in conjunction with the context-aware tool search and can help select the best tools for the task.

hints: optional array of string

maxTools: optional number

rerankThreshold: optional number

Rerank Threshold is an optional value that instructs whether or not to run a search result through a embedding/reranker process which can improve performance and reduce context bloat when tools reach the configured threshold. If a tool match must exceed 0.8, for example, the tool very closely match the query the tool search performed.

formatfloat

prompt: optional string

The system prompt for this variation

weight: optional number

Weight for weighted random selection (>= 0). P(v) = v.weight / sum(all_weights). Only used when the agent’s variation_selection_mode is WEIGHTED. A weight of 0 means never auto-selected, but can still be chosen explicitly via variation_id on CreateObjectiveRequest.

formatint32

info: optional AgentVariationInfo { assignments, createdBy, feedbackCount, 7 more }

AgentVariationInfo provides read-only summary information about a variation

assignments: optional array of VariationAssignment { id, agent, tool, toolSet }

All tools, tool sets, and sub-agents assigned to this variation. Populated on reads so clients can render a variation’s full assignment list without calling the add/remove endpoints just to enumerate.

id: optional string

agent: optional BareMetadata { id, name }

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.

id: optional string

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).

tool: optional BareMetadata { id, name }

id: optional string

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).

toolSet: optional BareMetadata { id, name }

id: optional string

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).

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

feedbackCount: optional number

Total number of objective feedbacks received for this variation

formatint32

memoryLayerAssignments: optional array of VariationMemoryLayerAssignment { id, memoryLayer, position }

Read-only list of memory layer assignments for this variation, returned in ascending position (bottom → top). Capped at 10 entries.

id: optional string

Assignment row id — handle for removing the assignment. Distinct from the referenced memory layer’s id.

memoryLayer: optional BareMetadata { id, name }

id: optional string

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).

position: optional number

Position in the variation’s baseline stack. Lower values sit lower; the highest-position assignment is on top of the variation’s baseline. Gaps are fine — only relative position matters. Positions must be unique within a variation; a request that would collide with an existing assignment’s position is rejected with InvalidArgument.

formatint32

memoryLayerCount: optional number

Count of memory layer assignments.

formatint32

model: optional ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

score: optional number

Thompson Sampling score: posterior mean of Beta(ts_alpha, ts_beta). Range [0, 1] where 0.5 = neutral, >0.5 = positive, <0.5 = negative.

formatfloat

subAgentCount: optional number

Number of sub-agents assigned to this variation

formatint32

toolCount: optional number

Number of individual tools assigned to this variation

formatint32

toolSetCount: optional number

Number of tool sets assigned to this variation

formatint32

memoryEntry: optional BulkWorkspaceApplyResultDataMemoryEntryOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

externalId: optional string

resource: optional MemoryEntry { metadata, spec, info }

MemoryEntry is a single keyed value within a MemoryLayer. Entries are addressed by their key, which follows the S3 object key safe-character convention (see MemoryEntrySpec.key for the full rule). Keys are unique within a single layer; the same key may appear in multiple layers, in which case the LIFO stack-walk determines which one wins for a given objective.

MemoryEntry is the summary shape, returned by ListMemoryEntries. It does not carry the entry body — callers that need the body must fetch the entry individually via GetMemoryEntry, which returns a MemoryEntryDetail.

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: MemoryEntrySpec { key, description }

MemoryEntrySpec is the metadata portion of an entry — the fields that identify and describe it, without the body. It appears on both the summary (MemoryEntry) and detail (MemoryEntryDetail) views.

key: string

The lookup key for this entry within its layer. Must conform to the S3 object key safe-characters spec: ASCII alphanumerics and the special characters !, -, _, ., *, ’, (, ), and /. Forward slashes may be used to suggest hierarchy (e.g., “skills/postmortem/write”), but lookups are flat — the key is a single opaque string, not a path.

Additional rules enforced by the service:

May not begin or end with /
May not contain consecutive slashes (//)
May not begin with reserved prefixes (cadenya/, system/)
Case-sensitive
Unique within the parent layer

For skills entries, this key is also the id the model passes to memory_load_skill when it decides to load the entry’s content.

description: optional string

One-line “when to use this” hint shown in the frontmatter manifest for skills entries. The model uses this to decide whether to load the body, so it should be written for the model as the audience. Ignored for layer types that do not advertise frontmatter.

info: optional MemoryEntryInfo { createdBy, memoryLayer }

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

memoryLayer: optional ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

memoryLayer: optional BulkWorkspaceApplyResultDataMemoryLayerOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

externalId: optional string

resource: optional MemoryLayer { metadata, spec, info }

MemoryLayer is a named container of memory entries that can be composed into an objective’s memory stack. Layers are workspace-scoped resources. The layer type controls how its entries participate in the agent loop — see MemoryLayerType for details.

See “Memory stack composition” above for how layers compose at lookup time.

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: MemoryLayerSpec { type, description, expiresAt, systemManaged }

type: "MEMORY_LAYER_TYPE_UNSPECIFIED" or "MEMORY_LAYER_TYPE_EPISODIC" or "MEMORY_LAYER_TYPE_SKILLS"

formatenum

One of the following:

"MEMORY_LAYER_TYPE_UNSPECIFIED"

"MEMORY_LAYER_TYPE_EPISODIC"

"MEMORY_LAYER_TYPE_SKILLS"

description: optional string

Human-readable description of the layer’s purpose. Encouraged for user-created layers; system-managed layers may have a generated description.

expiresAt: optional string

For layers with a finite lifetime (e.g., episodic), the time at which the layer becomes eligible for cleanup. Set by the system; unset for persistent layers.

formatdate-time

systemManaged: optional boolean

Server-set. True for layers managed by the system (e.g., episodic layers created automatically when an objective uses an episodic_key). System-managed layers cannot be assigned to objective stacks via the API and cannot be mutated by clients — their lifecycle is controlled entirely by the runtime.

info: optional MemoryLayerInfo { createdBy, entryCount, lastUsedAt }

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

entryCount: optional number

Number of entries currently in this layer.

formatint32

lastUsedAt: optional string

Timestamp of the most recent objective that resolved against this layer. Useful for surfacing unused layers in the dashboard.

formatdate-time

tool: optional BulkWorkspaceApplyResultDataToolOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

externalId: optional string

resource: optional Tool { metadata, spec, info }

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ToolSpec { config, description, parameters, 2 more }

config: ToolSpecConfig { http, mcp, openapi }

Config defines the adapter to use for the tool. This is used to determine how the tool is called. For example, if the tool is an HTTP tool, the adapter will be Http. If the tool is an inline tool, the adapter will be Inline.

http: optional ConfigHTTP { requestMethod, headers, path, 4 more }

requestMethod: "HTTP_METHOD_UNSPECIFIED" or "GET" or "POST" or 3 more

formatenum

One of the following:

"HTTP_METHOD_UNSPECIFIED"

"GET"

"POST"

"PUT"

"PATCH"

"DELETE"

headers: optional map[string]

path: optional string

query: optional string

requestBodyContentType: optional string

requestBodyTemplate: optional string

These are only used when the request method is a POST, PUT, or PATCH

toolName: optional string

The tool name (commonly an “operation id” in OpenAPI specs) to call on the HTTP adapter. This is used to match the tool spec to the correct endpoint on the HTTP adapter. it will be derived from the name of the tool if not provided.

mcp: optional ConfigMcp { toolDescription, toolName, toolTitle }

toolDescription: optional string

toolName: optional string

toolTitle: optional string

openapi: optional ConfigOpenAPI { method, operationId, path }

method: optional string

operationId: optional string

path: optional string

description: string

parameters: map[unknown]

status: "TOOL_STATUS_UNSPECIFIED" or "TOOL_STATUS_AVAILABLE" or "TOOL_STATUS_OMITTED" or "TOOL_STATUS_ARCHIVED"

formatenum

One of the following:

"TOOL_STATUS_UNSPECIFIED"

"TOOL_STATUS_AVAILABLE"

"TOOL_STATUS_OMITTED"

"TOOL_STATUS_ARCHIVED"

requiresApproval: optional boolean

info: optional ToolInfo { createdBy, toolSet }

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

toolSet: optional ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

toolSet: optional BulkWorkspaceApplyResultDataToolSetOutcome { action, error, externalId, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

externalId: optional string

resource: optional ToolSet { metadata, spec, info }

metadata: ResourceMetadata { id, accountId, createdAt, 6 more }

Standard metadata for persistent, named resources (e.g., agents, tools, prompts)

id: string

Unique identifier for the resource (prefixed ULID, e.g., “agent_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this resource was created

formatdate-time

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

ID of the actor (user or service account) that created this resource

workspaceId: string

Workspace this resource belongs to for organizational grouping (prefixed ULID)

bundleKey: optional string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ToolSetSpec { adapter, description }

adapter: optional ToolSetAdapter { http, mcp, openapi }

http: optional ToolSetAdapterHTTP { baseUrl, headers }

baseUrl: optional string

headers: optional map[string]

mcp: optional ToolSetAdapterMcp { excludeTools, headers, includeTools, 2 more }

excludeTools: optional ToolFilter { operator, filters }

Top-level filter with simple boolean logic (no nesting)

operator: "OPERATOR_UNSPECIFIED" or "OPERATOR_AND" or "OPERATOR_OR"

formatenum

One of the following:

"OPERATOR_UNSPECIFIED"

"OPERATOR_AND"

"OPERATOR_OR"

filters: optional array of AttributeFilter { attribute, matcher }

formatenum

One of the following:

String matching operations

headers: optional map[string]

includeTools: optional ToolFilter { operator, filters }

Top-level filter with simple boolean logic (no nesting)

operator: "OPERATOR_UNSPECIFIED" or "OPERATOR_AND" or "OPERATOR_OR"

formatenum

One of the following:

"OPERATOR_UNSPECIFIED"

"OPERATOR_AND"

"OPERATOR_OR"

filters: optional array of AttributeFilter { attribute, matcher }

formatenum

One of the following:

String matching operations

toolApprovals: optional ApprovalRequirementFilter { always, only }

Approval filters that will automatically set the approval requirement on tools synced from an external source

always: optional boolean

only: optional ToolFilter { operator, filters }

Top-level filter with simple boolean logic (no nesting)

operator: "OPERATOR_UNSPECIFIED" or "OPERATOR_AND" or "OPERATOR_OR"

formatenum

One of the following:

"OPERATOR_UNSPECIFIED"

"OPERATOR_AND"

"OPERATOR_OR"

filters: optional array of AttributeFilter { attribute, matcher }

formatenum

One of the following:

String matching operations

url: optional string

openapi: optional ToolSetAdapterOpenAPI { baseUrl, excludeTools, headers, 5 more }

baseUrl: optional string

Base URL for dispatching tool calls. If set, overrides the server resolved from the spec’s servers array.

excludeTools: optional ToolFilter { operator, filters }

Top-level filter with simple boolean logic (no nesting)

operator: "OPERATOR_UNSPECIFIED" or "OPERATOR_AND" or "OPERATOR_OR"

formatenum

One of the following:

"OPERATOR_UNSPECIFIED"

"OPERATOR_AND"

"OPERATOR_OR"

filters: optional array of AttributeFilter { attribute, matcher }

formatenum

One of the following:

String matching operations

headers: optional map[string]

Headers sent when fetching the spec from a URL and when dispatching tool calls.

includeTools: optional ToolFilter { operator, filters }

Top-level filter with simple boolean logic (no nesting)

operator: "OPERATOR_UNSPECIFIED" or "OPERATOR_AND" or "OPERATOR_OR"

formatenum

One of the following:

"OPERATOR_UNSPECIFIED"

"OPERATOR_AND"

"OPERATOR_OR"

filters: optional array of AttributeFilter { attribute, matcher }

formatenum

One of the following:

String matching operations

serverName: optional string

Name of the server entry in the spec’s servers array (OpenAPI 3.2 server.name field). Used to select which server URL to dispatch to when base_url is not set. If unset, the first server is used. Ignored when base_url is set.

toolApprovals: optional ApprovalRequirementFilter { always, only }

Approval filters that will automatically set the approval requirement on tools synced from an external source

always: optional boolean

only: optional ToolFilter { operator, filters }

Top-level filter with simple boolean logic (no nesting)

operator: "OPERATOR_UNSPECIFIED" or "OPERATOR_AND" or "OPERATOR_OR"

formatenum

One of the following:

"OPERATOR_UNSPECIFIED"

"OPERATOR_AND"

"OPERATOR_OR"

filters: optional array of AttributeFilter { attribute, matcher }

formatenum

One of the following:

String matching operations

uploadId: optional string

ID of a COMPLETE Upload containing the OpenAPI spec document.

url: optional string

URL to fetch the OpenAPI spec from. Synced automatically every hour.

description: optional string

info: optional ToolSetInfo { agentCount, createdBy, lastSync, toolCount }

Tool set information

agentCount: optional number

createdBy: optional Profile { metadata, spec }

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.

metadata: AccountResourceMetadata { id, accountId, name, 3 more }

AccountResourceMetadata is used to represent a resource that is associated to an account but not to a workspace.

id: string

Unique identifier for the resource (prefixed ULID, e.g., “apikey_01HXK…”)

accountId: string

Account this resource belongs to for multi-tenant isolation (prefixed ULID)

Human-readable name for the resource (e.g., “Customer Support Agent”, “Email Tool”) Required for resources that users interact with directly

profileId: string

externalId: optional string

External ID for the resource (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“environment”: “production”, “team”: “platform”, “version”: “v2”}

spec: ProfileSpec { type, email, name }

Configuration for a profile.

type: "PROFILE_TYPE_UNSPECIFIED" or "PROFILE_TYPE_USER" or "PROFILE_TYPE_API_KEY" or "PROFILE_TYPE_SYSTEM"

Whether this profile represents a human user, an API key, or a system principal.

formatenum

One of the following:

"PROFILE_TYPE_UNSPECIFIED"

"PROFILE_TYPE_USER"

"PROFILE_TYPE_API_KEY"

"PROFILE_TYPE_SYSTEM"

email: optional string

Email address of the profile. Required and unique within an account for user profiles.

Display name (e.g., “Bobby Tables”).

lastSync: optional string

toolCount: optional number

type: optional string

variationAssignment: optional BulkWorkspaceApplyResultDataVariationAssignmentOutcome { action, error, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

resource: optional VariationAssignment { id, agent, tool, toolSet }

A read-only reference to a single tool, tool set, or sub-agent attached to a variation. Read the full set of assignments via AgentVariationInfo.assignments; mutations go through the dedicated add/remove assignment endpoints.

The id identifies the assignment itself (not the referenced resource) and is the handle used to remove the assignment. It is returned by the add endpoint and present on every entry in AgentVariationInfo.assignments.

id: optional string

agent: optional BareMetadata { id, name }

id: optional string

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).

tool: optional BareMetadata { id, name }

id: optional string

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).

toolSet: optional BareMetadata { id, name }

id: optional string

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).

variationMemoryLayer: optional BulkWorkspaceApplyResultDataVariationMemoryLayerOutcome { action, error, resource }

action: optional "ACTION_UNSPECIFIED" or "ACTION_CREATED" or "ACTION_UPDATED" or 3 more

formatenum

One of the following:

"ACTION_UNSPECIFIED"

"ACTION_CREATED"

"ACTION_UPDATED"

"ACTION_UNCHANGED"

"ACTION_DELETED"

"ACTION_FAILED"

error: optional object { code, details, message }

code: optional number

The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].

formatint32

details: optional array of object { "@type" }

A list of messages that carry the error details. There is a common set of message types for APIs to use.

"@type": optional string

The type of the serialized message.

message: optional string

resource: optional VariationMemoryLayerAssignment { id, memoryLayer, position }

VariationMemoryLayerAssignment attaches a single MemoryLayer to a variation at a given position in the variation’s baseline memory stack. A variation has at most one assignment per memory_layer_id.

Variations only support whole-layer attachments — entry pinning is an objective-level capability.

id: optional string

Assignment row id — handle for removing the assignment. Distinct from the referenced memory layer’s id.

memoryLayer: optional BareMetadata { id, name }

id: optional string

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).

position: optional number

formatint32

metadata: OperationMetadata { id, accountId, createdAt, 4 more }

Metadata for ephemeral operations and activities (e.g., objectives, executions, runs)

id: string

Unique identifier for the operation (prefixed ULID, e.g., “obj_01HXK…”)

accountId: string

Account this operation belongs to for multi-tenant isolation (prefixed ULID)

createdAt: string

Timestamp when this operation was created ULID includes timestamp information, but this explicit field enables easier querying

formatdate-time

profileId: string

ID of the actor (user or service account) that created this operation

workspaceId: string

Workspace this operation belongs to for organizational grouping (prefixed ULID)

externalId: optional string

External ID for the operation (e.g., a workflow ID from an external system)

labels: optional map[string]

Arbitrary key-value pairs for categorization and filtering Examples: {“priority”: “high”, “source”: “api”, “workflow”: “onboarding”}

pagination: optional Page { nextCursor, total }

nextCursor: optional string

total: optional number

List per-resource results for a bulk workspace apply

curl https://api.cadenya.com/v1/workspaces/$WORKSPACE_ID/bulk_workspace_applies/$BULK_WORKSPACE_APPLY_ID/results \
    -H "Authorization: Bearer $CADENYA_API_KEY"

{
  "items": [
    {
      "data": {
        "agent": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "status": "AGENT_STATUS_UNSPECIFIED",
              "variationSelectionMode": "VARIATION_SELECTION_MODE_UNSPECIFIED",
              "description": "description",
              "inputDataSchema": {
                "foo": "bar"
              },
              "outputDefinition": {
                "foo": "bar"
              },
              "webhookEventsUrl": "webhookEventsUrl"
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "variationCount": 0
            }
          }
        },
        "agentSchedule": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "initialMessage": "initialMessage",
              "schedule": {
                "calendars": [
                  {
                    "comment": "comment",
                    "dayOfMonth": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "dayOfWeek": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "hour": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "minute": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "month": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "second": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ]
                  }
                ],
                "intervals": [
                  {
                    "every": "-160513s",
                    "offset": "-160513s"
                  }
                ],
                "timezone": "timezone"
              },
              "data": {},
              "overlapPolicy": "OVERLAP_POLICY_UNSPECIFIED",
              "status": "AGENT_SCHEDULE_STATUS_UNSPECIFIED",
              "variationId": "variationId"
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "lastFireAt": "2019-12-27T18:11:19.117Z",
              "lastObjectiveId": "lastObjectiveId",
              "lastSkippedAt": "2019-12-27T18:11:19.117Z",
              "lastSkipReason": "lastSkipReason",
              "nextFireAt": "2019-12-27T18:11:19.117Z",
              "totalFires": 0
            }
          }
        },
        "agentVariation": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "compactionConfig": {
                "summarization": {
                  "instructions": "instructions"
                },
                "toolResultClearing": {
                  "preserveRecentResults": 0
                },
                "triggerThreshold": 0
              },
              "constraints": {
                "maxSubObjectives": 0,
                "maxToolCalls": 0
              },
              "description": "description",
              "enableEpisodicMemory": true,
              "episodicMemoryTtl": 0,
              "modelConfig": {
                "modelId": "modelId",
                "temperature": 0
              },
              "progressiveDiscovery": {
                "hints": [
                  "string"
                ],
                "maxTools": 0,
                "rerankThreshold": 0
              },
              "prompt": "prompt",
              "weight": 0
            },
            "info": {
              "assignments": [
                {
                  "id": "id",
                  "agent": {
                    "id": "id",
                    "name": "name"
                  },
                  "tool": {
                    "id": "id",
                    "name": "name"
                  },
                  "toolSet": {
                    "id": "id",
                    "name": "name"
                  }
                }
              ],
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "feedbackCount": 0,
              "memoryLayerAssignments": [
                {
                  "id": "id",
                  "memoryLayer": {
                    "id": "id",
                    "name": "name"
                  },
                  "position": 0
                }
              ],
              "memoryLayerCount": 0,
              "model": {
                "id": "id",
                "accountId": "accountId",
                "createdAt": "2019-12-27T18:11:19.117Z",
                "name": "name",
                "profileId": "profileId",
                "workspaceId": "workspaceId",
                "bundleKey": "bundleKey",
                "externalId": "externalId",
                "labels": {
                  "foo": "string"
                }
              },
              "score": 0,
              "subAgentCount": 0,
              "toolCount": 0,
              "toolSetCount": 0
            }
          }
        },
        "memoryEntry": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "key": "key",
              "description": "description"
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "memoryLayer": {
                "id": "id",
                "accountId": "accountId",
                "createdAt": "2019-12-27T18:11:19.117Z",
                "name": "name",
                "profileId": "profileId",
                "workspaceId": "workspaceId",
                "bundleKey": "bundleKey",
                "externalId": "externalId",
                "labels": {
                  "foo": "string"
                }
              }
            }
          }
        },
        "memoryLayer": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "type": "MEMORY_LAYER_TYPE_UNSPECIFIED",
              "description": "description",
              "expiresAt": "2019-12-27T18:11:19.117Z",
              "systemManaged": true
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "entryCount": 0,
              "lastUsedAt": "2019-12-27T18:11:19.117Z"
            }
          }
        },
        "tool": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "config": {
                "http": {
                  "requestMethod": "HTTP_METHOD_UNSPECIFIED",
                  "headers": {
                    "foo": "string"
                  },
                  "path": "path",
                  "query": "query",
                  "requestBodyContentType": "requestBodyContentType",
                  "requestBodyTemplate": "requestBodyTemplate",
                  "toolName": "toolName"
                },
                "mcp": {
                  "toolDescription": "toolDescription",
                  "toolName": "toolName",
                  "toolTitle": "toolTitle"
                },
                "openapi": {
                  "method": "method",
                  "operationId": "operationId",
                  "path": "path"
                }
              },
              "description": "description",
              "parameters": {
                "foo": "bar"
              },
              "status": "TOOL_STATUS_UNSPECIFIED",
              "requiresApproval": true
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "toolSet": {
                "id": "id",
                "accountId": "accountId",
                "createdAt": "2019-12-27T18:11:19.117Z",
                "name": "name",
                "profileId": "profileId",
                "workspaceId": "workspaceId",
                "bundleKey": "bundleKey",
                "externalId": "externalId",
                "labels": {
                  "foo": "string"
                }
              }
            }
          }
        },
        "toolSet": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "adapter": {
                "http": {
                  "baseUrl": "baseUrl",
                  "headers": {
                    "foo": "string"
                  }
                },
                "mcp": {
                  "excludeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "headers": {
                    "foo": "string"
                  },
                  "includeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "toolApprovals": {
                    "always": true,
                    "only": {
                      "operator": "OPERATOR_UNSPECIFIED",
                      "filters": [
                        {
                          "attribute": "ATTRIBUTE_UNSPECIFIED",
                          "matcher": {
                            "caseSensitive": true,
                            "contains": "contains",
                            "endsWith": "endsWith",
                            "exact": "exact",
                            "regex": "regex",
                            "startsWith": "startsWith"
                          }
                        }
                      ]
                    }
                  },
                  "url": "url"
                },
                "openapi": {
                  "baseUrl": "baseUrl",
                  "excludeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "headers": {
                    "foo": "string"
                  },
                  "includeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "serverName": "serverName",
                  "toolApprovals": {
                    "always": true,
                    "only": {
                      "operator": "OPERATOR_UNSPECIFIED",
                      "filters": [
                        {
                          "attribute": "ATTRIBUTE_UNSPECIFIED",
                          "matcher": {
                            "caseSensitive": true,
                            "contains": "contains",
                            "endsWith": "endsWith",
                            "exact": "exact",
                            "regex": "regex",
                            "startsWith": "startsWith"
                          }
                        }
                      ]
                    }
                  },
                  "uploadId": "uploadId",
                  "url": "url"
                }
              },
              "description": "description"
            },
            "info": {
              "agentCount": 0,
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "lastSync": "2019-12-27T18:11:19.117Z",
              "toolCount": 0
            }
          }
        },
        "type": "type",
        "variationAssignment": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "resource": {
            "id": "id",
            "agent": {
              "id": "id",
              "name": "name"
            },
            "tool": {
              "id": "id",
              "name": "name"
            },
            "toolSet": {
              "id": "id",
              "name": "name"
            }
          }
        },
        "variationMemoryLayer": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "resource": {
            "id": "id",
            "memoryLayer": {
              "id": "id",
              "name": "name"
            },
            "position": 0
          }
        }
      },
      "metadata": {
        "id": "id",
        "accountId": "accountId",
        "createdAt": "2019-12-27T18:11:19.117Z",
        "profileId": "profileId",
        "workspaceId": "workspaceId",
        "externalId": "externalId",
        "labels": {
          "foo": "string"
        }
      }
    }
  ],
  "pagination": {
    "nextCursor": "nextCursor",
    "total": 0
  }
}

Returns Examples

{
  "items": [
    {
      "data": {
        "agent": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "status": "AGENT_STATUS_UNSPECIFIED",
              "variationSelectionMode": "VARIATION_SELECTION_MODE_UNSPECIFIED",
              "description": "description",
              "inputDataSchema": {
                "foo": "bar"
              },
              "outputDefinition": {
                "foo": "bar"
              },
              "webhookEventsUrl": "webhookEventsUrl"
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "variationCount": 0
            }
          }
        },
        "agentSchedule": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "initialMessage": "initialMessage",
              "schedule": {
                "calendars": [
                  {
                    "comment": "comment",
                    "dayOfMonth": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "dayOfWeek": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "hour": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "minute": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "month": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ],
                    "second": [
                      {
                        "end": 0,
                        "start": 0,
                        "step": 0
                      }
                    ]
                  }
                ],
                "intervals": [
                  {
                    "every": "-160513s",
                    "offset": "-160513s"
                  }
                ],
                "timezone": "timezone"
              },
              "data": {},
              "overlapPolicy": "OVERLAP_POLICY_UNSPECIFIED",
              "status": "AGENT_SCHEDULE_STATUS_UNSPECIFIED",
              "variationId": "variationId"
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "lastFireAt": "2019-12-27T18:11:19.117Z",
              "lastObjectiveId": "lastObjectiveId",
              "lastSkippedAt": "2019-12-27T18:11:19.117Z",
              "lastSkipReason": "lastSkipReason",
              "nextFireAt": "2019-12-27T18:11:19.117Z",
              "totalFires": 0
            }
          }
        },
        "agentVariation": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "compactionConfig": {
                "summarization": {
                  "instructions": "instructions"
                },
                "toolResultClearing": {
                  "preserveRecentResults": 0
                },
                "triggerThreshold": 0
              },
              "constraints": {
                "maxSubObjectives": 0,
                "maxToolCalls": 0
              },
              "description": "description",
              "enableEpisodicMemory": true,
              "episodicMemoryTtl": 0,
              "modelConfig": {
                "modelId": "modelId",
                "temperature": 0
              },
              "progressiveDiscovery": {
                "hints": [
                  "string"
                ],
                "maxTools": 0,
                "rerankThreshold": 0
              },
              "prompt": "prompt",
              "weight": 0
            },
            "info": {
              "assignments": [
                {
                  "id": "id",
                  "agent": {
                    "id": "id",
                    "name": "name"
                  },
                  "tool": {
                    "id": "id",
                    "name": "name"
                  },
                  "toolSet": {
                    "id": "id",
                    "name": "name"
                  }
                }
              ],
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "feedbackCount": 0,
              "memoryLayerAssignments": [
                {
                  "id": "id",
                  "memoryLayer": {
                    "id": "id",
                    "name": "name"
                  },
                  "position": 0
                }
              ],
              "memoryLayerCount": 0,
              "model": {
                "id": "id",
                "accountId": "accountId",
                "createdAt": "2019-12-27T18:11:19.117Z",
                "name": "name",
                "profileId": "profileId",
                "workspaceId": "workspaceId",
                "bundleKey": "bundleKey",
                "externalId": "externalId",
                "labels": {
                  "foo": "string"
                }
              },
              "score": 0,
              "subAgentCount": 0,
              "toolCount": 0,
              "toolSetCount": 0
            }
          }
        },
        "memoryEntry": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "key": "key",
              "description": "description"
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "memoryLayer": {
                "id": "id",
                "accountId": "accountId",
                "createdAt": "2019-12-27T18:11:19.117Z",
                "name": "name",
                "profileId": "profileId",
                "workspaceId": "workspaceId",
                "bundleKey": "bundleKey",
                "externalId": "externalId",
                "labels": {
                  "foo": "string"
                }
              }
            }
          }
        },
        "memoryLayer": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
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              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "type": "MEMORY_LAYER_TYPE_UNSPECIFIED",
              "description": "description",
              "expiresAt": "2019-12-27T18:11:19.117Z",
              "systemManaged": true
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "entryCount": 0,
              "lastUsedAt": "2019-12-27T18:11:19.117Z"
            }
          }
        },
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          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
              "workspaceId": "workspaceId",
              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "config": {
                "http": {
                  "requestMethod": "HTTP_METHOD_UNSPECIFIED",
                  "headers": {
                    "foo": "string"
                  },
                  "path": "path",
                  "query": "query",
                  "requestBodyContentType": "requestBodyContentType",
                  "requestBodyTemplate": "requestBodyTemplate",
                  "toolName": "toolName"
                },
                "mcp": {
                  "toolDescription": "toolDescription",
                  "toolName": "toolName",
                  "toolTitle": "toolTitle"
                },
                "openapi": {
                  "method": "method",
                  "operationId": "operationId",
                  "path": "path"
                }
              },
              "description": "description",
              "parameters": {
                "foo": "bar"
              },
              "status": "TOOL_STATUS_UNSPECIFIED",
              "requiresApproval": true
            },
            "info": {
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "toolSet": {
                "id": "id",
                "accountId": "accountId",
                "createdAt": "2019-12-27T18:11:19.117Z",
                "name": "name",
                "profileId": "profileId",
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                "bundleKey": "bundleKey",
                "externalId": "externalId",
                "labels": {
                  "foo": "string"
                }
              }
            }
          }
        },
        "toolSet": {
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          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "externalId": "externalId",
          "resource": {
            "metadata": {
              "id": "id",
              "accountId": "accountId",
              "createdAt": "2019-12-27T18:11:19.117Z",
              "name": "name",
              "profileId": "profileId",
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              "bundleKey": "bundleKey",
              "externalId": "externalId",
              "labels": {
                "foo": "string"
              }
            },
            "spec": {
              "adapter": {
                "http": {
                  "baseUrl": "baseUrl",
                  "headers": {
                    "foo": "string"
                  }
                },
                "mcp": {
                  "excludeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "headers": {
                    "foo": "string"
                  },
                  "includeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "toolApprovals": {
                    "always": true,
                    "only": {
                      "operator": "OPERATOR_UNSPECIFIED",
                      "filters": [
                        {
                          "attribute": "ATTRIBUTE_UNSPECIFIED",
                          "matcher": {
                            "caseSensitive": true,
                            "contains": "contains",
                            "endsWith": "endsWith",
                            "exact": "exact",
                            "regex": "regex",
                            "startsWith": "startsWith"
                          }
                        }
                      ]
                    }
                  },
                  "url": "url"
                },
                "openapi": {
                  "baseUrl": "baseUrl",
                  "excludeTools": {
                    "operator": "OPERATOR_UNSPECIFIED",
                    "filters": [
                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
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                        }
                      }
                    ]
                  },
                  "headers": {
                    "foo": "string"
                  },
                  "includeTools": {
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                      {
                        "attribute": "ATTRIBUTE_UNSPECIFIED",
                        "matcher": {
                          "caseSensitive": true,
                          "contains": "contains",
                          "endsWith": "endsWith",
                          "exact": "exact",
                          "regex": "regex",
                          "startsWith": "startsWith"
                        }
                      }
                    ]
                  },
                  "serverName": "serverName",
                  "toolApprovals": {
                    "always": true,
                    "only": {
                      "operator": "OPERATOR_UNSPECIFIED",
                      "filters": [
                        {
                          "attribute": "ATTRIBUTE_UNSPECIFIED",
                          "matcher": {
                            "caseSensitive": true,
                            "contains": "contains",
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                            "exact": "exact",
                            "regex": "regex",
                            "startsWith": "startsWith"
                          }
                        }
                      ]
                    }
                  },
                  "uploadId": "uploadId",
                  "url": "url"
                }
              },
              "description": "description"
            },
            "info": {
              "agentCount": 0,
              "createdBy": {
                "metadata": {
                  "id": "id",
                  "accountId": "accountId",
                  "name": "name",
                  "profileId": "profileId",
                  "externalId": "externalId",
                  "labels": {
                    "foo": "string"
                  }
                },
                "spec": {
                  "type": "PROFILE_TYPE_UNSPECIFIED",
                  "email": "email",
                  "name": "name"
                }
              },
              "lastSync": "2019-12-27T18:11:19.117Z",
              "toolCount": 0
            }
          }
        },
        "type": "type",
        "variationAssignment": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "resource": {
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            "agent": {
              "id": "id",
              "name": "name"
            },
            "tool": {
              "id": "id",
              "name": "name"
            },
            "toolSet": {
              "id": "id",
              "name": "name"
            }
          }
        },
        "variationMemoryLayer": {
          "action": "ACTION_UNSPECIFIED",
          "error": {
            "code": 0,
            "details": [
              {
                "@type": "@type"
              }
            ],
            "message": "message"
          },
          "resource": {
            "id": "id",
            "memoryLayer": {
              "id": "id",
              "name": "name"
            },
            "position": 0
          }
        }
      },
      "metadata": {
        "id": "id",
        "accountId": "accountId",
        "createdAt": "2019-12-27T18:11:19.117Z",
        "profileId": "profileId",
        "workspaceId": "workspaceId",
        "externalId": "externalId",
        "labels": {
          "foo": "string"
        }
      }
    }
  ],
  "pagination": {
    "nextCursor": "nextCursor",
    "total": 0
  }
}