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CLI for the Maitai Platform Developer API (api/v1)

Project description

Maitai CLI

Command-line interface for the Maitai Platform Developer API (api/v1).

Resource commands (applications, agents, etc.) are generated from the OpenAPI spec. When the API changes, run python scripts/generate_openapi.py from the repo root to regenerate the CLI.

Install

# From the maitai-mono repo (cli directory)
pip install .

# Or install in development mode
pip install -e .

Authenticate

Create an API key in the Portal under Settings → API Keys, then:

# Interactive: saves key to ~/.maitai/config
maitai login --api-key YOUR_MAITAI_API_KEY

# Or use environment variable (no login needed)
export MAITAI_API_KEY="YOUR_MAITAI_API_KEY"

For a custom base URL (e.g. local dev):

maitai login --api-key YOUR_KEY --base-url http://localhost:5000/api/v1

Usage

# Check auth status
maitai whoami

# List resources
maitai applications --list
maitai agents --list
maitai intent-groups --list
maitai sessions --list
maitai sentinels --list
maitai datasets --list
maitai test-sets --list
maitai test-runs --list
maitai models --list
maitai models --available
maitai evaluations --list
maitai finetune-runs --list
maitai conversation-trees --list

# Get by ID
maitai applications --get 42
maitai agents --get 1
maitai intent-groups --get 5

# Create application
maitai applications --create "My App:my-app"

# Delete application
maitai applications --delete 42

# Raw API calls (any endpoint)
maitai api GET /applications
maitai api GET /applications/42
maitai api POST /applications -b '{"application_name":"Test","application_ref_name":"test"}'
maitai api PUT /applications/42 -b '{"application_name":"Updated"}'
maitai api DELETE /applications/42

API Reference

The CLI wraps the Maitai Developer API. Full documentation:

  • External docs: docs.trymaitai.ai
  • OpenAPI spec: docs/external/openapi.yaml in this repo
  • Internal docs: docs/internal/ in this repo

Authentication

All requests use the X-Maitai-Api-Key header. Create keys at portal.trymaitai.com → Settings → API Keys.

Base URL

  • Production: https://api.trymaitai.ai/api/v1
  • Override with MAITAI_BASE_URL or maitai login --base-url

Response Format

  • Success: {"data": {...}}
  • Paginated: {"data": [...], "pagination": {"total": N, "offset": 0, "limit": 25}}
  • Error: {"error": {"status": 401, "message": "..."}}

Supported API endpoints

The CLI wraps all api/v1 endpoints. Use maitai api METHOD path for any endpoint:

Method Path Operation
GET /agents listAgents
POST /agents createAgent
DELETE /agents/actions/{action_id} deleteAgentAction
GET /agents/actions/{action_id} getAgentAction
PUT /agents/actions/{action_id} updateAgentAction
PUT /agents/actions/{action_id}/disable disableAction
PUT /agents/actions/{action_id}/enable enableAction
POST /agents/actions/{action_id}/publish publishActionVersion
GET /agents/actions/{action_id}/versions listActionVersions
GET /agents/tasks/{task_id}/tree getAgentTaskTree
DELETE /agents/{agent_id} deleteAgent
GET /agents/{agent_id} getAgent
PUT /agents/{agent_id} updateAgent
GET /agents/{agent_id}/actions listAgentActions
POST /agents/{agent_id}/actions createAgentAction
DELETE /agents/{agent_id}/form-fields deleteFormFields
GET /agents/{agent_id}/form-fields getFormFields
PUT /agents/{agent_id}/form-fields updateFormFields
POST /agents/{agent_id}/publish publishAgentVersion
GET /agents/{agent_id}/releases listAgentReleases
DELETE /agents/{agent_id}/releases/{name} deleteAgentRelease
PUT /agents/{agent_id}/releases/{name} upsertAgentRelease
GET /agents/{agent_id}/routing/config getRoutingConfig
PUT /agents/{agent_id}/routing/config updateRoutingConfig
POST /agents/{agent_id}/routing/rules createRoutingRule
DELETE /agents/{agent_id}/routing/rules/{rule_id} deleteRoutingRule
PUT /agents/{agent_id}/routing/rules/{rule_id} updateRoutingRule
GET /agents/{agent_id}/sessions listAgentSessions
GET /agents/{agent_id}/sessions/{session_id} getAgentSessionDetail
GET /agents/{agent_id}/sessions/{session_id}/timeline getAgentSessionTimeline
GET /agents/{agent_id}/subagents listSubAgents
POST /agents/{agent_id}/subagents addSubAgent
DELETE /agents/{agent_id}/subagents/{child_agent_id} removeSubAgent
PUT /agents/{agent_id}/subagents/{child_agent_id}/disable disableSubAgent
PUT /agents/{agent_id}/subagents/{child_agent_id}/enable enableSubAgent
GET /agents/{agent_id}/tasks/{task_id}/timeline getAgentTaskTimeline
GET /agents/{agent_id}/versions listAgentVersions
GET /agents/{agent_id}/versions/{version} getAgentVersion
GET /analytics/agents/{agent_id}/requests getAgentRequestAnalytics
GET /analytics/applications/{application_id}/fault-rate getApplicationFaultRateAnalytics
GET /analytics/applications/{application_id}/intents/{action_id}/fault-rate getApplicationActionFaultRateAnalytics
GET /analytics/applications/{application_id}/intents/{action_id}/requests getApplicationActionRequestAnalytics
GET /analytics/applications/{application_id}/requests getApplicationRequestAnalytics
GET /analytics/company/application-activity getCompanyApplicationActivityAnalytics
GET /analytics/company/model-usage getCompanyModelUsageAnalytics
GET /analytics/company/requests getCompanyRequestAnalytics
GET /analytics/intent-groups/{intent_group_id}/fault-rate getIntentGroupFaultRateAnalytics
GET /analytics/intent-groups/{intent_group_id}/requests getIntentGroupRequestAnalytics
GET /applications listApplications
POST /applications createApplication
DELETE /applications/{application_id} deleteApplication
GET /applications/{application_id} getApplication
PUT /applications/{application_id} updateApplication
GET /applications/{application_id}/config getApplicationConfig
PUT /applications/{application_id}/config updateApplicationConfig
GET /applications/{application_id}/intents listApplicationIntents
POST /applications/{application_id}/intents createApplicationIntent
DELETE /applications/{application_id}/intents/{intent_id} deleteApplicationIntent
GET /applications/{application_id}/intents/{intent_id} getApplicationIntent
GET /applications/{application_id}/intents/{intent_id}/config getIntentConfig
PUT /applications/{application_id}/intents/{intent_id}/config updateIntentConfig
POST /applications/{application_id}/intents/{intent_id}/config/reset resetIntentConfig
PUT /applications/{application_id}/intents/{intent_id}/notifications/disable disableIntentNotifications
PUT /applications/{application_id}/intents/{intent_id}/notifications/enable enableIntentNotifications
GET /applications/{application_id}/models listApplicationModels
GET /applications/{application_id}/sessions listApplicationSessions
GET /applications/{application_id}/workflow-runs listApplicationWorkflowRuns
GET /compass listCompassSearches
POST /compass createCompassSearch
GET /compass/{search_id} getCompassSearch
POST /compass/{search_id}/cancel cancelCompassSearch
GET /compass/{search_id}/runs listCompassSearchRuns
GET /continuous-learning/finetune-runs/{run_id} getFinetuneRunForContinuousLearning
GET /continuous-learning/models listContinuousLearningModels
GET /continuous-learning/models/{model_id} getContinuousLearningModel
GET /continuous-learning/runs listContinuousLearningRuns
GET /continuous-learning/runs/accuracy-history getContinuousLearningAccuracyHistory
DELETE /continuous-learning/runs/{run_id} deleteContinuousLearningRun
GET /continuous-learning/runs/{run_id} getContinuousLearningRun
POST /continuous-learning/runs/{run_id}/action actOnContinuousLearningRun
GET /continuous-learning/runs/{run_id}/action-summary getContinuousLearningActionSummary
POST /continuous-learning/runs/{run_id}/create-finetune createFinetuneFromContinuousLearningRun
POST /continuous-learning/runs/{run_id}/dismiss-promotion dismissContinuousLearningPromotion
POST /continuous-learning/runs/{run_id}/promote promoteContinuousLearningRun
POST /continuous-learning/runs/{run_id}/refresh refreshContinuousLearningRun
POST /continuous-learning/runs/{run_id}/rerun rerunContinuousLearning
POST /continuous-learning/trigger triggerContinuousLearning
GET /conversation-trees listConversationTrees
DELETE /conversation-trees/{tree_id} deleteConversationTree
GET /conversation-trees/{tree_id} getConversationTree
GET /conversation-trees/{tree_id}/status getConversationTreeStatus
GET /conversation-trees/{tree_id}/versions listConversationTreeVersions
GET /dashboard/action-items getActionItems
GET /dashboard/alerts getAlerts
GET /datasets listDatasets
POST /datasets createDataset
GET /datasets/applications/{application_id}/intents/{intent_id} listDatasetsByIntent
GET /datasets/by-tags listDatasetsByTags
GET /datasets/estimated-request-count getEstimatedDatasetRequestCount
POST /datasets/generate startDatasetGeneration
POST /datasets/generate/estimate-cost estimateDatasetGenerationCost
POST /datasets/generate/preview previewDatasetGeneration
GET /datasets/intent-groups/{intent_group_id} listDatasetsByIntentGroup
GET /datasets/s3/syncer-info getDatasetS3SyncerInfo
POST /datasets/s3/validate validateDatasetS3Source
GET /datasets/tags/valid listValidDatasetTags
GET /datasets/test-sets/{test_set_id} listDatasetsByTestSet
DELETE /datasets/{dataset_id} deleteDataset
GET /datasets/{dataset_id} getDataset
PUT /datasets/{dataset_id} updateDataset
POST /datasets/{dataset_id}/added-requests/search searchAddedDatasetRequests
POST /datasets/{dataset_id}/clone cloneDataset
GET /datasets/{dataset_id}/delete-impact getDatasetDeleteImpact
GET /datasets/{dataset_id}/eligible-requests listEligibleDatasetRequests
POST /datasets/{dataset_id}/eligible-requests/search searchEligibleDatasetRequests
POST /datasets/{dataset_id}/generate/cancel cancelDatasetGeneration
POST /datasets/{dataset_id}/generate/pause pauseDatasetGeneration
POST /datasets/{dataset_id}/generate/resume resumeDatasetGeneration
GET /datasets/{dataset_id}/prompt getDatasetPrompt
POST /datasets/{dataset_id}/prune/apply applyDatasetPrune
POST /datasets/{dataset_id}/prune/preview previewDatasetPrune
POST /datasets/{dataset_id}/reasoning/augment augmentDatasetReasoning
POST /datasets/{dataset_id}/regex-replacements applyDatasetRegexReplacements
POST /datasets/{dataset_id}/regex-replacements/count getDatasetRegexReplacementsApplicableCount
GET /datasets/{dataset_id}/request-distribution getDatasetRequestDistribution
GET /datasets/{dataset_id}/request-ids listDatasetRequestIds
DELETE /datasets/{dataset_id}/requests removeRequestsFromDataset
GET /datasets/{dataset_id}/requests listDatasetRequests
POST /datasets/{dataset_id}/requests addRequestsToDataset
PUT /datasets/{dataset_id}/requests/add addDatasetRequestsBulk
PUT /datasets/{dataset_id}/requests/remove removeDatasetRequestsBulk
GET /datasets/{dataset_id}/requests/{request_id}/reasoning getDatasetRequestReasoning
POST /datasets/{dataset_id}/s3/cancel cancelDatasetS3Import
POST /datasets/{dataset_id}/s3/reimport reimportDatasetS3Source
POST /datasets/{dataset_id}/sample-clone sampleCloneDataset
GET /datasets/{dataset_id}/status getDatasetStatus
GET /datasets/{dataset_id}/tags listDatasetTags
POST /datasets/{dataset_id}/tags addDatasetTag
PUT /datasets/{dataset_id}/tags setDatasetTags
DELETE /datasets/{dataset_id}/tags/{tag} removeDatasetTag
GET /datasets/{dataset_id}/versions listDatasetVersions
GET /drift/checks/{check_id} getDriftCheck
GET /drift/models listDriftModels
POST /drift/models/{model_id}/check triggerModelDriftCheck
GET /drift/models/{model_id}/checks listModelDriftChecks
POST /drift/run runAllDriftChecks
GET /evaluation-criteria listEvaluationCriteria
POST /evaluation-criteria createEvaluationCriteria
GET /evaluation-criteria/available listAvailableEvaluationCriteria
DELETE /evaluation-criteria/{criteria_id} deleteEvaluationCriteria
PUT /evaluation-criteria/{criteria_id} updateEvaluationCriteria
GET /evaluations listEvaluations
POST /evaluations createEvaluation
GET /evaluations/{evaluation_run_id} getEvaluation
GET /evaluations/{evaluation_run_id}/results getEvaluationResults
GET /finetune-runs listFinetuneRuns
POST /finetune-runs createFinetuneRun
GET /finetune-runs/{run_id} getFinetuneRun
POST /finetune-runs/{run_id}/cancel cancelFinetuneRun
GET /finetune-runs/{run_id}/metrics getFinetuneRunMetrics
GET /intent-groups listIntentGroups
GET /intent-groups/{intent_group_id} getIntentGroup
GET /intent-groups/{intent_group_id}/compositions listIntentGroupCompositions
GET /intent-groups/{intent_group_id}/config getIntentGroupConfig
PUT /intent-groups/{intent_group_id}/config updateIntentGroupConfig
GET /intent-groups/{intent_group_id}/datasets listIntentGroupDatasets
GET /intent-groups/{intent_group_id}/intents listIntentsByGroup
GET /intent-groups/{intent_group_id}/models listIntentGroupModels
GET /intent-groups/{intent_group_id}/requests listIntentGroupRequests
GET /intent-groups/{intent_group_id}/sentinels listIntentGroupSentinels
GET /intent-groups/{intent_group_id}/test-sets listIntentGroupTestSets
GET /models listModels
GET /models/applications/{application_id} listModelsByApplication
GET /models/available listAvailableModels
POST /models/base-model createBaseModel
GET /models/intent-groups/{intent_group_id} listModelsByIntentGroup
GET /models/intents/{intent_id} listModelsByIntent
GET /models/{model_id} getModel
POST /models/{model_id}/disable disableModel
POST /models/{model_id}/enable enableModel
GET /models/{model_id}/inference-pool getModelInferencePool
POST /models/{model_id}/inference-pool/attach attachModelInferencePool
GET /models/{model_id}/inference-pool/attach-candidates listModelInferencePoolAttachCandidates
GET /models/{model_id}/inference-pool/debug getModelInferencePoolDebug
POST /models/{model_id}/inference-pool/detach detachModelInferencePool
PATCH /models/{model_id}/registry patchModelRegistry
POST /models/{model_id}/repoint repointModel
GET /models/{model_id}/repoint-options getModelRepointOptions
POST /models/{model_id}/swap-model-ref/execute executeSwapModelRef
POST /models/{model_id}/swap-model-ref/preview previewSwapModelRef
GET /reports/fallbacks listFallbacks
GET /reports/faults listFaults
GET /reports/intents/{intent_id}/fallbacks listFallbacksByIntent
GET /reports/intents/{intent_id}/faults listFaultsByIntent
GET /requests listRequests
GET /requests/{request_id} getRequest
PUT /requests/{request_id}/response updateRequestResponse
GET /routing/agents/{agent_id}/config getAgentRoutingConfig
PUT /routing/agents/{agent_id}/config saveAgentRoutingConfig
GET /routing/agents/{agent_id}/results/{routing_result_id} getAgentRoutingResultDetail
POST /routing/agents/{agent_id}/rules createAgentRoutingRule
DELETE /routing/agents/{agent_id}/rules/{rule_id} deleteAgentRoutingRule
PUT /routing/agents/{agent_id}/rules/{rule_id} updateAgentRoutingRule
PUT /routing/agents/{agent_id}/rules/{rule_id}/reorder reorderAgentRoutingRule
POST /routing/agents/{agent_id}/rules/{rule_id}/test testAgentRoutingRule
GET /sentinels listSentinels
POST /sentinels createSentinel
GET /sentinels/applications/{application_id} listSentinelsByApplication
GET /sentinels/applications/{application_id}/human-needs listSentinelsByApplicationHumanNeeds
POST /sentinels/generate generateSentinels
POST /sentinels/generate/new generateNewSentinel
GET /sentinels/intent-groups/by-name/{intent_name} listSentinelsByIntentName
GET /sentinels/intent-groups/{intent_group_id} listSentinelsByIntentGroup
POST /sentinels/regenerate regenerateSentinels
GET /sentinels/simple listSimpleSentinels
DELETE /sentinels/{sentinel_id} deleteSentinel
GET /sentinels/{sentinel_id} getSentinel
PUT /sentinels/{sentinel_id} updateSentinel
PUT /sentinels/{sentinel_id}/directive updateSentinelDirective
POST /sentinels/{sentinel_id}/regenerate regenerateSentinel
POST /sentinels/{sentinel_id}/regenerate/correction regenerateSentinelCorrection
POST /sentinels/{sentinel_id}/regenerate/evaluation regenerateSentinelEvaluation
POST /sentinels/{sentinel_id}/regenerate/qualification regenerateSentinelQualification
GET /sessions listSessions
GET /sessions/{session_id} getSession
POST /sessions/{session_id}/feedback setSessionFeedback
GET /sessions/{session_id}/timeline getSessionTimeline
GET /tags listTags
POST /tags createTag
GET /tags/assignments listTagAssignments
POST /tags/preview previewTagRule
GET /tags/runs/{run_id} getTagRun
DELETE /tags/{tag_id} deleteTag
GET /tags/{tag_id} getTag
PUT /tags/{tag_id} updateTag
POST /tags/{tag_id}/run triggerTagRun
GET /tags/{tag_id}/runs listTagRuns
GET /test-runs listTestRuns
POST /test-runs createTestRun
POST /test-runs/compare compareTestRuns
GET /test-runs/intent-groups/{intent_group_id} listTestRunsByIntentGroup
GET /test-runs/requests/compare/{base_request_id}/{compare_request_id} getTestRunRequestComparison
GET /test-runs/test-sets/{test_set_id} listTestRunsByTestSet
GET /test-runs/test-sets/{test_set_id}/progress getTestRunProgressByTestSet
DELETE /test-runs/{test_run_id} deleteTestRun
GET /test-runs/{test_run_id} getTestRun
POST /test-runs/{test_run_id}/evaluate evaluateTestRun
GET /test-runs/{test_run_id}/progress getTestRunProgress
GET /test-runs/{test_run_id}/requests listTestRunRequests
POST /test-runs/{test_run_id}/requests/{offset}/{limit} listTestRunRequestsWithFilters
POST /test-runs/{test_run_id}/requests/{test_run_request_id}/evaluate evaluateTestRunRequest
GET /test-runs/{test_run_id}/results getTestRunResults
POST /test-runs/{test_run_id}/retry retryTestRun
PUT /test-runs/{test_run_id}/status/{status} updateTestRunStatus
POST /test-runs/{test_run_id}/stop stopTestRun
GET /test-sets listTestSets
POST /test-sets createTestSet
GET /test-sets/applications/{application_id}/intents/{intent_id} listTestSetsByApplicationIntent
POST /test-sets/convert-to-workflow convertTestSetToWorkflow
GET /test-sets/datasets/{dataset_id} listTestSetsByDataset
GET /test-sets/datasets/{dataset_id}/source listTestSetsCreatedFromDataset
GET /test-sets/eligible-requests/{intent_group_id}/{test_set_id} listEligibleTestSetRequests
POST /test-sets/eligible-requests/{intent_group_id}/{test_set_id}/search searchEligibleTestSetRequests
GET /test-sets/intent-groups/by-name/{intent_group_name} listTestSetsByIntentGroupName
GET /test-sets/intent-groups/{intent_group_id} listTestSetsByIntentGroup
PUT /test-sets/request/add addSingleRequestToTestSet
DELETE /test-sets/request/remove removeSingleRequestFromTestSet
PUT /test-sets/requests/add addTestSetRequestsBulk
PUT /test-sets/requests/remove removeTestSetRequestsBulk
POST /test-sets/sample-clone sampleCloneTestSet
DELETE /test-sets/{test_set_id} deleteTestSet
GET /test-sets/{test_set_id} getTestSet
PUT /test-sets/{test_set_id} updateTestSet
GET /test-sets/{test_set_id}/request-distribution getTestSetRequestDistribution
DELETE /test-sets/{test_set_id}/requests removeRequestsFromTestSet
GET /test-sets/{test_set_id}/requests listTestSetRequests
POST /test-sets/{test_set_id}/requests addRequestsToTestSet
PUT /test-sets/{test_set_id}/requests/{request_id}/response updateTestSetRequestResponse
PUT /test-sets/{test_set_id}/requests/{request_id}/tags updateTestSetRequestTags
GET /test-sets/{test_set_id}/sessions listTestSetSessionFacets
GET /workflow-test-runs listWorkflowTestRuns
POST /workflow-test-runs createWorkflowTestRun
POST /workflow-test-runs/compare compareWorkflowTestRuns
DELETE /workflow-test-runs/{test_run_id} deleteWorkflowTestRun
GET /workflow-test-runs/{test_run_id} getWorkflowTestRun
GET /workflow-test-runs/{test_run_id}/items listWorkflowTestRunItems
PUT /workflow-test-runs/{test_run_id}/items/{item_id} updateWorkflowTestRunItem
GET /workflow-test-runs/{test_run_id}/progress getWorkflowTestRunProgress
POST /workflow-test-runs/{test_run_id}/resume resumeWorkflowTestRun
POST /workflow-test-runs/{test_run_id}/retry retryWorkflowTestRun
GET /workflow-test-runs/{test_run_id}/review-segments listWorkflowTestRunReviewSegments
POST /workflow-test-runs/{test_run_id}/stop stopWorkflowTestRun
GET /workflow-test-sets listWorkflowTestSets
POST /workflow-test-sets createWorkflowTestSet
DELETE /workflow-test-sets/{test_set_id} deleteWorkflowTestSet
GET /workflow-test-sets/{test_set_id} getWorkflowTestSet
PUT /workflow-test-sets/{test_set_id} updateWorkflowTestSet
POST /workflow-test-sets/{test_set_id}/clone cloneWorkflowTestSet
GET /workflow-test-sets/{test_set_id}/imported-session-ids listWorkflowTestSetImportedSessionIds
POST /workflow-test-sets/{test_set_id}/items addWorkflowTestSetItems
DELETE /workflow-test-sets/{test_set_id}/items/{item_id} deleteWorkflowTestSetItem
DELETE /workflow-test-sets/{test_set_id}/items/{item_id}/response-sub deleteWorkflowTestSetItemResponseSub
GET /workflow-test-sets/{test_set_id}/items/{item_id}/response-sub getWorkflowTestSetItemResponseSub
PUT /workflow-test-sets/{test_set_id}/items/{item_id}/response-sub upsertWorkflowTestSetItemResponseSub
POST /workflow-test-sets/{test_set_id}/sample-clone sampleCloneWorkflowTestSet
GET /workflow-test-sets/{test_set_id}/test-runs listWorkflowTestSetRuns
GET /workflows listWorkflows
POST /workflows createWorkflow
POST /workflows/chat/completions createWorkflowChatCompletion
GET /workflows/default-script getDefaultWorkflowScript
GET /workflows/runs listWorkflowRuns
GET /workflows/runs/{session_id} getWorkflowRun
POST /workflows/validate validateWorkflowScript
DELETE /workflows/{workflow_id} deleteWorkflow
GET /workflows/{workflow_id} getWorkflow
PUT /workflows/{workflow_id} updateWorkflow
DELETE /workflows/{workflow_id}/accessories deleteWorkflowAccessory
POST /workflows/{workflow_id}/accessories uploadWorkflowAccessory
GET /workflows/{workflow_id}/artifact-files getWorkflowArtifactFiles
DELETE /workflows/{workflow_id}/datastore/{name} deleteWorkflowDatastore
POST /workflows/{workflow_id}/datastore/{name} upsertWorkflowDatastore
POST /workflows/{workflow_id}/datastore/{name}/upload uploadWorkflowDatastore
GET /workflows/{workflow_id}/has-transforms checkWorkflowTransforms
GET /workflows/{workflow_id}/releases listWorkflowReleases
POST /workflows/{workflow_id}/releases createWorkflowRelease
POST /workflows/{workflow_id}/releases/clear-default clearWorkflowDefaultRelease
DELETE /workflows/{workflow_id}/releases/{name} deleteWorkflowRelease
PUT /workflows/{workflow_id}/releases/{name} updateWorkflowRelease
GET /workflows/{workflow_id}/schema getWorkflowSchema
GET /workflows/{workflow_id}/script getWorkflowScript
GET /workflows/{workflow_id}/transform-info getWorkflowTransformInfo
POST /workflows/{workflow_id}/transform-preview previewWorkflowTransform
GET /workflows/{workflow_id}/versions listWorkflowVersions
POST /workflows/{workflow_id}/versions publishWorkflowVersion
GET /workflows/{workflow_id}/versions/{version_number}/artifact-files getWorkflowVersionArtifactFiles

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