GitHub Actions Agentic Access
GitHub Actions exposes 82 API operations that an AI agent could call, of which 39 are state-changing ‘acting’ operations. This is a recommended x-agentic-access execution contract — the scope, audience, consequence tier, short-lived token constraints, and escalation each action should carry before it is handed to an autonomous agent.
By consequence: 43 read, 35 write, 2 physical, and 2 safety-critical.
2 operations are classed safety-critical and should require human-in-the-loop approval at runtime.
Contracts are classified heuristically from the provider’s OpenAPI and refresh on every APIs.io network build; audience is bound per deployment. The model follows Curity’s Access Intelligence (apidays Munich 2026). Browse every provider’s agent contracts at agentic-access.apis.io.
By consequence
Highest-consequence actions
The physical and safety-critical operations an agent could invoke — the ones that most warrant scoped tokens, tight TTLs, and escalation. Full per-operation contracts are in the source below.
| Method | Path | Consequence | Human-in-loop |
|---|---|---|---|
| PUT | /repos/{owner}/{repo}/actions/workflows/{workflow_id}/disable | safety-critical | required |
| POST | /repos/{owner}/{repo}/actions/workflows/{workflow_id}/dispatches | safety-critical | required |
| POST | /repos/{owner}/{repo}/actions/runs/{run_id}/deployment_protection_rule | physical | conditional |
| POST | /repos/{owner}/{repo}/actions/runs/{run_id}/pending_deployments | physical | conditional |
Source
Agentic Access
generated: '2026-07-15'
method: generated
source: openapi/github-actions-openapi.yml
description: Recommended x-agentic-access execution contracts, classified heuristically from
the OpenAPI. A governance starting point for exposing this API to AI agents — review and bind
audience per deployment. See research/curity/agentic-governance/.
summary:
operations: 82
by_action_class:
connected: 43
acting: 39
by_consequence:
read: 43
safety-critical: 2
write: 35
physical: 2
human_in_the_loop_required: 2
operations:
- path: /repos/{owner}/{repo}/actions/workflows
method: get
operationId: listRepoWorkflows
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/workflows/{workflow_id}
method: get
operationId: getWorkflow
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/workflows/{workflow_id}/disable
method: put
operationId: disableWorkflow
x-agentic-access:
action-class: acting
consequence: safety-critical
subject: required
audience: null
token:
max-ttl: 120
exchange: true
purpose-required: true
proof-of-possession: true
escalation:
human-in-the-loop: required
audit: required
- path: /repos/{owner}/{repo}/actions/workflows/{workflow_id}/enable
method: put
operationId: enableWorkflow
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/workflows/{workflow_id}/dispatches
method: post
operationId: createWorkflowDispatch
x-agentic-access:
action-class: acting
consequence: safety-critical
subject: required
audience: null
token:
max-ttl: 120
exchange: true
purpose-required: true
proof-of-possession: true
escalation:
human-in-the-loop: required
audit: required
- path: /repos/{owner}/{repo}/actions/workflows/{workflow_id}/runs
method: get
operationId: listWorkflowRuns
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/workflows/{workflow_id}/timing
method: get
operationId: getWorkflowUsage
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs
method: get
operationId: listWorkflowRunsForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}
method: get
operationId: getWorkflowRun
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}
method: delete
operationId: deleteWorkflowRun
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/approve
method: post
operationId: approveWorkflowRun
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/approvals
method: get
operationId: getWorkflowRunApprovals
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt_number}
method: get
operationId: getWorkflowRunAttempt
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt_number}/logs
method: get
operationId: downloadWorkflowRunAttemptLogs
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/cancel
method: post
operationId: cancelWorkflowRun
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/deployment_protection_rule
method: post
operationId: reviewCustomGatesForRun
x-agentic-access:
action-class: acting
consequence: physical
subject: required
audience: null
token:
max-ttl: 300
exchange: true
purpose-required: true
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/force-cancel
method: post
operationId: forceCancelWorkflowRun
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/logs
method: get
operationId: downloadWorkflowRunLogs
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/logs
method: delete
operationId: deleteWorkflowRunLogs
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/pending_deployments
method: get
operationId: getPendingDeployments
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/pending_deployments
method: post
operationId: reviewPendingDeployments
x-agentic-access:
action-class: acting
consequence: physical
subject: required
audience: null
token:
max-ttl: 300
exchange: true
purpose-required: true
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/rerun
method: post
operationId: rerunWorkflowRun
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/rerun-failed-jobs
method: post
operationId: rerunFailedJobs
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/timing
method: get
operationId: getWorkflowRunUsage
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/jobs
method: get
operationId: listJobsForWorkflowRun
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt_number}/jobs
method: get
operationId: listJobsForWorkflowRunAttempt
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/jobs/{job_id}
method: get
operationId: getJobForWorkflowRun
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/jobs/{job_id}/logs
method: get
operationId: downloadJobLogsForWorkflowRun
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/jobs/{job_id}/rerun
method: post
operationId: rerunJobForWorkflowRun
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/artifacts
method: get
operationId: listArtifactsForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/artifacts/{artifact_id}
method: get
operationId: getArtifact
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/artifacts/{artifact_id}
method: delete
operationId: deleteArtifact
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/artifacts/{artifact_id}/{archive_format}
method: get
operationId: downloadArtifact
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runs/{run_id}/artifacts
method: get
operationId: listWorkflowRunArtifacts
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/caches
method: get
operationId: listActionsCaches
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/caches
method: delete
operationId: deleteActionsCacheByKey
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/caches/{cache_id}
method: delete
operationId: deleteActionsCacheById
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/cache/usage
method: get
operationId: getActionsCacheUsage
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/secrets
method: get
operationId: listRepoSecrets
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/secrets/public-key
method: get
operationId: getRepoPublicKey
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/secrets/{secret_name}
method: get
operationId: getRepoSecret
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/secrets/{secret_name}
method: put
operationId: createOrUpdateRepoSecret
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/secrets/{secret_name}
method: delete
operationId: deleteRepoSecret
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/organization-secrets
method: get
operationId: listRepoOrgSecrets
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/secrets
method: get
operationId: listOrgSecrets
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/secrets/public-key
method: get
operationId: getOrgPublicKey
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/secrets/{secret_name}
method: get
operationId: getOrgSecret
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/secrets/{secret_name}
method: put
operationId: createOrUpdateOrgSecret
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/secrets/{secret_name}
method: delete
operationId: deleteOrgSecret
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/secrets/{secret_name}/repositories
method: get
operationId: listSelectedReposForOrgSecret
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/secrets/{secret_name}/repositories
method: put
operationId: setSelectedReposForOrgSecret
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/variables
method: get
operationId: listRepoVariables
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/variables
method: post
operationId: createRepoVariable
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/variables/{name}
method: get
operationId: getRepoVariable
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/variables/{name}
method: patch
operationId: updateRepoVariable
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/variables/{name}
method: delete
operationId: deleteRepoVariable
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners
method: get
operationId: listSelfHostedRunnersForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}
method: get
operationId: getSelfHostedRunnerForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}
method: delete
operationId: deleteSelfHostedRunnerFromRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners/downloads
method: get
operationId: listRunnerApplicationsForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runners/registration-token
method: post
operationId: createRegistrationTokenForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners/remove-token
method: post
operationId: createRemoveTokenForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}/labels
method: get
operationId: listLabelsForSelfHostedRunnerForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}/labels
method: post
operationId: addCustomLabelsToSelfHostedRunnerForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}/labels
method: put
operationId: setCustomLabelsForSelfHostedRunnerForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}/labels
method: delete
operationId: removeAllCustomLabelsFromSelfHostedRunnerForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/runners/{runner_id}/labels/{name}
method: delete
operationId: removeCustomLabelFromSelfHostedRunnerForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/permissions
method: get
operationId: getGithubActionsPermissionsRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/permissions
method: put
operationId: setGithubActionsPermissionsRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/permissions/workflow
method: get
operationId: getGithubActionsDefaultWorkflowPermissionsRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/permissions/workflow
method: put
operationId: setGithubActionsDefaultWorkflowPermissionsRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /repos/{owner}/{repo}/actions/oidc/customization/sub
method: get
operationId: getCustomOidcSubClaimForRepo
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /repos/{owner}/{repo}/actions/oidc/customization/sub
method: put
operationId: setCustomOidcSubClaimForRepo
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/oidc/customization/sub
method: get
operationId: getCustomOidcSubClaimForOrg
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/oidc/customization/sub
method: put
operationId: setCustomOidcSubClaimForOrg
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/permissions
method: get
operationId: getGithubActionsPermissionsOrg
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/permissions
method: put
operationId: setGithubActionsPermissionsOrg
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/runner-groups
method: get
operationId: listSelfHostedRunnerGroupsForOrg
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/runner-groups
method: post
operationId: createSelfHostedRunnerGroupForOrg
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/runner-groups/{runner_group_id}
method: get
operationId: getSelfHostedRunnerGroupForOrg
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /orgs/{org}/actions/runner-groups/{runner_group_id}
method: patch
operationId: updateSelfHostedRunnerGroupForOrg
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /orgs/{org}/actions/runner-groups/{runner_group_id}
method: delete
operationId: deleteSelfHostedRunnerGroupFromOrg
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required