docyrus-automation-design

v2026.09.24
docyrus/agent-skills00

Design, build, validate, and test a Docyrus automation (workflow) end-to-end using the `docyrus automation` CLI commands. Use when the user wants to automate a process — fire actions when records are created/modified/deleted, on a schedule, from a webhook/email/webform, or on a button click — and chain action nodes (send email/notification, create/update records, request approval/input, HTTP request, query a data source, generate a document, run an AI prompt/agent, execute a script, wait). Covers picking the right trigger, composing the action-node graph (conditions, field mappings, parent/child sequencing), and proving it runs. Triggers on "create an automation", "when a record is created/updated do X", "send an email/notification automatically", "schedule a recurring job", "webhook/email trigger", "approval workflow", "build a workflow", "automation trigger", "action node", `docyrus automation create`, `docyrus automation create-trigger`, `docyrus automation create-node`, or any Docyrus automation/workflow design + validation + testing task.

GitHub
Install command
npx skhub add docyrus/docyrus-automation-design
Markdown
SKILL.md

Docyrus Automation Design

Build an automation with docyrus automation, then validate its trigger/node graph and test that it actually fires. An automation = one trigger (the event) + an ordered graph of action nodes (what runs). This skill is the design workflow; the platform's conceptual catalog of every trigger and node type lives in the docyrus-platform skill (references/automation-and-workflows.md), and the exhaustive CLI flags are available via docyrus automation … --help (command index: docyrus-cli-app). This skill ties them together and records the gotchas that only surface when you actually run the commands.

Workflow

Follow in order. An automation that hasn't been validated and test-run is not done.

  1. Confirm app + auth. Every automation belongs to an app.

    docyrus auth who --json          # confirm session + tenant
docyrus apps list --json         # find the target appSlug / appId

    No session → stop and ask the user to run docyrus auth login.

  2. Design before issuing commands. Decide: the trigger (which event; which data source it watches), then the action nodes in order, each node's type, its condition (does it run?), and its field mappings (what data it writes/sends). Sketch the graph for the user and confirm. See references/trigger-and-node-catalog.md to choose types.

  3. Create the automation + its first trigger (one atomic call — see Create). You must pass a --triggerType; the automation cannot exist without one.

  4. Add more triggers only if the same actions should fire on multiple events (optional — see Triggers).

  5. Add action nodes in order. Simple scalar config goes via flags; all complex config (data, field_mapping, condition, …) goes via --data/--from-file. Sequence/branch with each node's parent. See Action nodes.

  6. Validate the graph — re-read the automation, its triggers, and its nodes; confirm types, conditions, and mappings landed. See Validate.

  7. Test — trigger the automation for real (create/modify a record, hit the webhook, or run it manually) and confirm the actions happened; then clean up. See Test.

A full worked example (record-created → conditional notification + child-record creation) with validation and a run is in references/workflow-examples.md. Read it before your first build.

Command cheat-sheet

Selectors: --appId | --appSlug (one of), --automationId, --triggerId, --nodeId. Write commands take --data '<json>' or --from-file ./x.json; explicit flags merge over the JSON. Output: append --json (or --format json).

⚠️ automation has no slug. Automations are addressed only by --automationId (grab it from automation list/create). Enabled/disabled state is the numeric status (0–5), not a boolean. Per-trigger and per-node on/off is the active boolean.

Create an automation

docyrus automation create --appSlug crm \
  --name "Notify on new deal" --triggerType recordCreated \
  --sourceDataSourceId <deals-data-source-id> --json
  • --name and --triggerType are required. The create call inserts the automation and its first trigger in one shot. ⚠️ The create response is minimal ({id} — no status, no triggers[]). The trigger and status:1 are there; GET the automation to see them.
  • --triggerType must be the camelCase value (recordCreated, recordModified, recordDeleted, recurrence, appEvent, webhook, emailhook, webform, buttonActivation, manualActivation). ⚠️ automation create does NOT validate or normalize --triggerType — a wrong value like record-created is stored verbatim (no error) and the trigger silently won't fire. (Verified: kebab record-created was saved as record-created, not normalized.) The --type on create-trigger/create-node is the kebab form (record-created) and is normalized server-side to the camelCase stored value. So: camelCase for --triggerType, kebab for --type — and the danger with --triggerType is silent corruption, not a 422.
  • --sourceDataSourceId on create sets the automation-level source_data_source_id (verified) — the first trigger's own source_data_source_id stays null. That's fine for record triggers (they use the automation source); to set a trigger's own source explicitly, add it with create-trigger --sourceDataSourceId. --status defaults to 1 (enabled); 0–5 valid.

Triggers

A trigger is created/updated by type (kebab-case --type); it is deleted type-independently.

docyrus automation create-trigger --appSlug crm --automationId <id> \
  --type record-modified --sourceDataSourceId <ds-id> \
  --modifiedColumns "status,amount" --modifiedColumnsCondition any --json

docyrus automation list-triggers --appSlug crm --automationId <id> --json   # derived from the automation
docyrus automation delete-trigger --appSlug crm --automationId <id> --triggerId <tid> --json

Trigger --type (kebab): record-created, record-modified, record-deleted, recurrence, app-event, webhook, emailhook, webform, button-activation, manual-activation. Per-type flags (recurrence schedule, modified-columns, webhook name, …) are in references/trigger-and-node-catalog.md. list-triggers/get-trigger are derived client-side from the automation read — there is no separate trigger GET endpoint.

Action nodes

# scalar config via flags
docyrus automation create-node --appSlug crm --automationId <id> \
  --type create-record --name "Create task" --targetDataSourceId <tasks-ds-id> --json

# complex config (mappings/data/condition) via --data
docyrus automation create-node --appSlug crm --automationId <id> \
  --type send-notification --name "Ping owner" \
  --data '{"data":{"subject":"New deal","message":"{{name}} created"},"condition":{...}}' --json

docyrus automation list-nodes  --appSlug crm --automationId <id> --json
docyrus automation update-node --appSlug crm --automationId <id> --nodeId <nid> --type create-record --data '{...}' --json
docyrus automation delete-node --appSlug crm --automationId <id> --nodeId <nid> --json
  • Every node takes a --name. Node --type (kebab): external-action, send-email, send-notification, create-record, update-records, request-approval, request-input, http-request, data-source-query, custom-query, generate-document, ai-prompt, ai-agent, execute-script, wait-for.
  • Complex objects are never flattened into flags. data, field_mapping, dynamic_field_mapping, condition, input_template, target_data_source_condition must be supplied through --data/--from-file. Per-type data shapes are in references/trigger-and-node-catalog.md.
  • Sequencing/branching is by parent, not array order: set a node's parent to the UUID of the node it runs after. Root nodes (no parent) run off the trigger. A node's condition object gates whether it runs.

Critical rules

  • --triggerType (on automation create) is camelCase (recordCreated) and is not validated — a wrong value is stored verbatim and silently breaks the trigger (no 422). --type (on create-trigger/create-node) is kebab-case (record-created) and is normalized server-side. Don't cross them.
  • Create responses are minimal. automation create, create-trigger, and create-node echo little more than {id} — status, triggers[], node type/target/mappings come back null/empty in the create response but are persisted. Always GET/list to validate, never trust the create response's blanks.
  • An automation is born with its first trigger. You cannot create a triggerless automation — --triggerType is required on create.
  • Nodes/triggers require an existing automation. Every node/trigger op first asserts the automation exists (404 otherwise). Create the automation first.
  • Complex node config goes in --data/--from-file, never flags. Flags only carry scalar ids/strings/bools.
  • Graph order is parent-linked, not insertion order. Wire parent to control sequence and branches.
  • Validation failures return HTTP 422 ("Invalid data received for parameters"), not 400. Service-layer rejections (e.g. external-action schema checks) return 400/404. (See the catalog for the external-action 400/404 rules.)
  • Unknown JSON keys are NOT rejected (the API runs whitelist:false) — a mistyped data key passes validation and is silently ignored. Spell keys exactly (snake_case top-level; some nested data objects use camelCase — see catalog).
  • status is an int 0–5, not a boolean. Per-trigger/per-node enable is the active boolean.
  • external-action needs a real action_type_id (a core_action of group externalAction); internal node types auto-assign their action_type_id from the kebab --type.
  • agent tasks/recurring-tasks ≠ automations. Scheduling recurring work is the recurrence trigger here; the docyrus agent tasks group is unrelated (and currently non-functional).
  • Validate then test, every time. Re-read the graph and fire the trigger once. Delete throwaway records/automations you create.

Validate

After authoring, confirm the graph is exactly what you intended:

  1. docyrus automation get --appSlug <app> --automationId <id> --json — confirm name, status, source_data_source_id, and the embedded triggers[].
  2. docyrus automation list-triggers --appSlug <app> --automationId <id> --json — confirm each trigger's type, watched data source, and per-type config (recurrence_*, modified_columns, …).
  3. docyrus automation list-nodes --appSlug <app> --automationId <id> --json — confirm every node's name, parent (sequence), condition, data, and field_mapping. ⚠️ Every internal node's type reads back as "action" (the generic node type) — the specific action identity is the auto-assigned action_type_id, not the kebab --type you passed. Use get-node to confirm data/field_mapping/target_data_source_id landed (the create response omits them).

Detailed "what correct looks like" checklist is in references/workflow-examples.md.

Test

Prove it fires:

  1. Record/button/manual triggers: create or modify a record in the watched data source (docyrus ds create … ) so the trigger condition matches, then read back the side effects (the created/updated record, a notification, etc.).
  2. Recurrence: confirm the schedule fields; for an immediate check, also attach a manual-activation trigger and run it, or lower the interval temporarily.
  3. Webhook/emailhook/webform: confirm the auto-created tenant_webhook/webform binding exists, then post to it.
  4. Clean up: delete throwaway records, then docyrus automation delete --appSlug <app> --automationId <id> for any test automation.

Full test playbook is in references/workflow-examples.md.

References

  • references/trigger-and-node-catalog.md — Every trigger type and action-node type: when to use it, its scalar flags, and its data/mapping shape (with key casing). Plus the validation/casing gotchas per type.
  • references/workflow-examples.md — End-to-end worked automation (trigger + conditional multi-node graph), the validation checklist, and the run/test playbook.
  • docyrus-platform → references/automation-and-workflows.md — the conceptual catalog (what each trigger/node means). docyrus-cli-app — CLI command index; docyrus automation … --help for exhaustive flags. For data-source-query/custom-query node payloads and field mappings, see docyrus-api-dev → references/data-source-query-guide.md and references/formula-design-guide-llm.md. For the execute-script node's in-sandbox SDK (api.query DSQL + api.ds.* CRUD, injected record/data), see references/trigger-and-node-catalog.md; for api.query DSQL syntax see the docyrus-dsql-query-design skill.
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v2026.09.24

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Sep 24, 2026

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