Account Report Recipe Planner — complete probe workflow

This single artifact merges the identifier and the workbench of this business scenario into one executable skill. Running it performs the full chain:

1. Identify — reads the upstream input (report_request) and computes the identification result (report_predicate).
2. Deliver — feeds the identification result into the downstream operation, computes the business result (group_report), and creates or updates a local business artifact beneath the explicitly supplied --output-dir. Effect: account_group_report.
3. Real delivery — when a delivery target is configured, performs the declared business action (account_group_report) and returns a delivery receipt with the real outcome (sent / delivered / failed / unconfigured).

Run

python scripts/run.py --input examples/request.json --output-dir ./workspace [--delivery-config delivery.json]

The bundled examples/request.json is the upstream input; examples/expected.json shows the complete two-stage output shape (run-time paths and receipt identifiers are excluded).

Delivery configuration (optional, default: local only)

• Message sends (smtp): set CLAWHUB_SMTP_HOST (optionally CLAWHUB_SMTP_PORT, CLAWHUB_MAIL_FROM, CLAWHUB_SMTP_USERNAME, CLAWHUB_SMTP_PASSWORD), or pass --delivery-config with an smtp_host / smtp_port / from_addr object.
• Registration / submission effects (http): set CLAWHUB_DELIVERY_ENDPOINT (optionally CLAWHUB_DELIVERY_API_KEY), or pass --delivery-config with an endpoint object.

Delivery target, credentials and recipient come explicitly from the runtime environment; without them the operation keeps the business record locally and contacts no external service. Errors are reported through a nonzero exit.

Files

• scripts/upstream/ — identify stage implementation (operation.py, validation.py, config.json)
• scripts/downstream/ — deliver stage implementation incl. real delivery (deliver_effect)
• scripts/run.py — complete workflow runner
• source-map.json — source provenance for both extracted stages