Seed Data Generation

Trigger the Generate Seed Data GitHub Actions workflow to create test data in development, staging, or prod-shadow environments.

Glossary

These terms appear in scenario names and user requests:

Term	Meaning	Also known as
HCP	Healthcare Professional — a worker on the supply side of the marketplace (nurse, CNA, etc.)	worker, professional, nurse
HCF	Healthcare Facility — a workplace on the demand side that posts shifts	workplace, facility
LTC	Long-Term Care — a type of workplace (nursing homes, skilled nursing facilities)	nursing home, care home, SNF
CNA	Certified Nursing Assistant — a worker qualification	nursing assistant
RN	Registered Nurse — a worker qualification	nurse
LPN	Licensed Practical Nurse — a worker qualification	LVN
Stripe	Payment processing account used to pay workers	payment account
Shift	A time slot at a workplace that a worker can book and work

Step-by-Step Instructions

Match the user's intent to a scenario using the lookup table below. If the request is ambiguous, present the top matches and ask the user to pick one.
Determine environment — default to development unless the user specifies otherwise. Valid options: development, staging, prod-shadow.
Determine count — default to 1 unless the user specifies a different number.
Collect input data — if the matched scenario requires input_data (see Input Data Requirements below), ask the user for the required fields before proceeding. Never fabricate IDs — always ask.
Construct the gh workflow run command. If the scenario requires input_data or the user specified a non-default environment/count, show the command and ask for confirmation. Otherwise, execute immediately.
Execute the command. The gh workflow run command prints the run URL directly — capture and display it.

Wait for completion — poll the run until it finishes, then download and display the results:

# Get the run ID from the URL (last path segment), then watch it
gh run watch <RUN_ID> --repo ClipboardHealth/cbh-core --exit-status

If the run succeeds, download the logs artifact and display its contents:
```
gh run download <RUN_ID> --repo ClipboardHealth/cbh-core --name seed-data-logs --dir /tmp/seed-data-logs
cat /tmp/seed-data-logs/logs.json
```
Parse the JSON and present the key results to the user (e.g., created entity IDs, names, environment).

If the run fails, fetch the failed step logs and surface the error:

gh run view <RUN_ID> --repo ClipboardHealth/cbh-core --log-failed

Command Templates

Without input_data

gh workflow run "Generate Seed Data" \
  --repo ClipboardHealth/cbh-core \
  -f environment=<ENVIRONMENT> \
  -f numberOfTestData=<COUNT> \
  -f scenario=<SCENARIO_KEY>

With input_data

gh workflow run "Generate Seed Data" \
  --repo ClipboardHealth/cbh-core \
  -f environment=<ENVIRONMENT> \
  -f numberOfTestData=<COUNT> \
  -f scenario=<SCENARIO_KEY> \
  -f 'input_data=<JSON_STRING>'

Scenario Lookup Table

Note: Scenario numbers 13 and 18 do not exist. If a user references them, let them know and present the full list below.

Key	Description	Keyword Hints
`scenario-1-create-hcp-without-stripe`	Create a worker (HCP) without a Stripe payment account	hcp, worker, nurse, no stripe, basic hcp, create a nurse
`scenario-2-create-surgery-facility`	Create a surgery center workplace	surgery, surgical, facility, center
`scenario-3-create-ltc-facility`	Create a long-term care workplace (nursing home)	ltc, long term care, nursing home, care home, facility
`scenario-4-create-hcp-with-stripe`	Create a worker (HCP) with a Stripe payment account	hcp with stripe, worker stripe, paid worker, nurse with payment
`scenario-5-create-hcp-hcf-and-shift`	Create a worker + workplace + shift together (full test setup)	hcp facility shift, full setup, end to end, everything, full test setup
`scenario-6-create-hcp-with-multiple-licenses`	Create a worker with multiple license types	multiple licenses, multi-license, hcp licenses
`scenario-7-create-shift-at-clock-in-stage`	Create a shift that is ready to clock in	clock in, shift ready, check in, shift about to start
`scenario-8-create-rate-negotiation-hcf-multiple-hcp-pair`	Create a rate negotiation scenario with a workplace and multiple workers	rate negotiation, pricing, negotiation
`scenario-9-create-shift-and-perform-until-clock-out`	Create a shift and run through the full lifecycle to clock out	clock out, full shift, complete shift
`scenario-10-create-shift-and-perform-until-clock-out-for-given-hcf`	Same as scenario 9 but at a specific workplace (requires facility ID)	clock out given facility, specific facility shift
`scenario-11-create-hcp-with-stripe-near-given-facility`	Create a worker with Stripe near a specific workplace (requires facility ID)	hcp near facility, nearby hcp, stripe near, worker near
`scenario-12-create-shift-at-clock-in-stage-for-given-hcf`	Create a clock-in-ready shift at a specific workplace (requires facility ID)	clock in specific facility, shift at facility
`scenario-14-move-shifts-back-or-forth`	Move existing shifts forward or backward in time	move shifts, reschedule, shift time, back forth
`scenario-15-clean-old-test-data`	DESTRUCTIVE — delete old test data	clean, cleanup, delete test data, purge
`scenario-16-create-hcf-hcp-and-shifts-in-past-week`	Create workplace + worker + shifts dated in the past week	past week, historical, backfill, past shifts
`scenario-17-recreate-hcf-hcp-and-shifts-sales-demo-usecase`	Set up a sales demo with workplace, worker, and shifts	sales demo, demo, showcase, demo data, sales presentation
`scenario-19-create-shift-ready-to-clock-out`	Create a shift that is ready to clock out	ready clock out, pending clock out
`scenario-20-seed-workplace-review-data`	Seed workplace review / rating data	workplace review, ratings, reviews
`scenario-21-seed-attrition-data`	Seed attrition analytics data	attrition, churn, retention

Input Data Requirements

Some scenarios accept or require a JSON input_data field. Ask the user for these values — never fabricate IDs.

Scenario 10 — Clock out shift at a specific workplace

Required fields:

facilityId (string) — the target workplace's ID
hcpWorkerType (string) — one of CNA, RN, LPN

Example:

{ "facilityId": "<FACILITY_ID>", "hcpWorkerType": "CNA" }

Scenario 11 — Create worker with Stripe near a specific workplace

Required fields:

facilityId (string) — the workplace to create the worker near
hcpWorkerType (string) — one of CNA, RN, LPN

Example:

{ "facilityId": "<FACILITY_ID>", "hcpWorkerType": "RN" }

Scenario 12 — Clock-in-ready shift at a specific workplace

Required fields:

facilityId (string) — the workplace to create the shift at
hcpWorkerType (string) — one of CNA, RN, LPN

Example:

{ "facilityId": "<FACILITY_ID>", "hcpWorkerType": "LPN" }

Scenario 14 — Move shifts

Required fields:

shiftIds (string[]) — array of shift IDs to move

Optional fields:

duration (number) — hours to move shifts by. Positive = forward in time, negative = backward in time.

Example:

{ "shiftIds": ["<SHIFT_ID_1>", "<SHIFT_ID_2>"], "duration": 24 }

Scenario 15 — Clean old test data

All fields optional:

emailPattern (string) — pattern to match test emails
ageThreshold (number) — age in days beyond which to clean

Example:

{ "emailPattern": "+test", "ageThreshold": 30 }

Scenario 21 — Seed attrition data

Optional fields:

facilityId (string) — scope to a specific workplace

Example:

{ "facilityId": "<FACILITY_ID>" }

Behavioral Rules

Default environment is development — 87% of actual usage targets development. Only use other environments when explicitly requested.
Default count is 1 — override only when the user specifies a number.
Never fabricate IDs — if a scenario requires a facilityId, shiftId, or other identifier, ask the user to provide it.
Confirm before executing — show the full gh workflow run command and get user approval only when the scenario requires input_data or the user specified a non-default environment or count. If the scenario needs no input_data and defaults are used, execute immediately without confirmation.
Handle ambiguity — if the user's request matches multiple scenarios, present the top candidates with descriptions and ask them to pick.
Auth errors — if gh returns an authentication error, instruct the user to run gh auth login and retry.
No input_data when not needed — omit the -f input_data=... flag entirely for scenarios that don't require it.
"Run all scenarios" is not supported via this skill — if the user asks to run all scenarios at once, explain that this is only available through the GitHub Actions UI by leaving the scenario dropdown blank. Do not omit the -f scenario=... flag to trigger all scenarios.
Destructive scenario warning — for scenario 15 (clean old test data), always display an explicit warning that this deletes data, confirm the target environment twice, and never run it with all optional fields left empty (require the user to specify at least emailPattern or ageThreshold).
Failure handling — always wait for the run to complete (step 7). Never just print the URL and stop.