kestra-io/kestra-ops

Kestra Operations Skill

Use this skill to perform day-to-day Kestra operations with kestractl.

When to use

Use this skill when the request includes:

• Listing, inspecting, validating, or deploying flows
• Triggering executions and checking execution status
• Managing namespaces or namespace files (nsfiles)
• Configuring or switching Kestra CLI contexts

Required inputs

• Target environment or context (dev, staging, prod)
• Host URL, tenant, and authentication method (usually token)
• Namespace, flow ID, execution ID, and/or local file paths
• Output preference (table for human-readable, json for automation)

Prerequisites

• kestractl is installed and executable
• Access token and tenant are available
• A valid context exists in ~/.kestractl/config.yaml or values are provided via env vars/flags

Configuration precedence

Resolve config from highest to lowest precedence:

1. Command flags (--host, --tenant, --token, --output)
2. Environment variables (KESTRACTL_HOST, KESTRACTL_TENANT, KESTRACTL_TOKEN, KESTRACTL_OUTPUT)
3. Config file (~/.kestractl/config.yaml)
4. Built-in defaults

Common setup:

kestractl config add dev http://localhost:8080 main --token DEV_TOKEN
kestractl config add prod https://prod.kestra.io production --token PROD_TOKEN
kestractl config use dev
kestractl config show

Standard workflow

1. Resolve and confirm the target context.
2. Run read-only discovery first.
3. Validate artifacts before any deployment.
4. Execute the requested operation with explicit flags.
5. Verify outcomes (--wait for run operations where needed).
6. Return a concise ops report with results and follow-up actions.

Command patterns

Flows:

kestractl flows list my.namespace
kestractl flows get my.namespace my-flow
kestractl flows validate ./flows/
kestractl flows deploy ./flows/ --namespace prod.namespace --override --fail-fast

Executions:

kestractl executions run my.namespace my-flow --wait
kestractl executions get 2TLGqHrXC9k8BczKJe5djX

Namespaces:

kestractl namespaces list
kestractl namespaces list --query my.namespace

Namespace files:

kestractl nsfiles list my.namespace --path workflows/ --recursive
kestractl nsfiles get my.namespace workflows/example.yaml --revision 3
kestractl nsfiles upload my.namespace ./assets resources --override --fail-fast
kestractl nsfiles delete my.namespace workflows --recursive

Guardrails

• Confirm production context before write operations (deploy, upload, delete).
• Prefer flows validate before flows deploy.
• Use --output json for scripting and automation reliability.
• Avoid --verbose in shared logs because it can expose credentials.
• For destructive nsfiles actions, confirm path scope and only use --force intentionally.

Response format

• Context used (host, tenant, context name)
• Commands executed (grouped by read vs write)
• Results (success/failure and key IDs)
• Risks, rollback notes, and follow-up actions

Example prompts

• "Use kestra-ops to validate and deploy all flows in ./flows to prod.namespace with fail-fast enabled, then report what changed."
• "Use kestra-ops to run my-flow in my.namespace, wait for completion, and summarize execution status."
• "Use kestra-ops to upload ./assets to namespace files under resources with override enabled, then list uploaded files recursively."