Campaign Budget Ledger

Execution entry point

This package provides two separately requested operations. Select the operation that corresponds to the current request. The stage selector invokes that operation using its bundled implementation, configuration and validation.

python scripts/run.py --stage upstream --input operations/upstream/examples/request.json
python scripts/run.py --stage downstream --input operations/downstream/examples/request.json --output-dir ./workspace

Replace example input paths with the actual request JSON. To pass an upstream result to the downstream operation, supply that value under the downstream input field amount. The caller controls this handoff. Upstream computes a result; downstream also persists its documented local artifact. Return the actual output and effect receipt. Require Python 3.10+ and a writable output directory for downstream. All dependencies are from the standard library.

For this operation, paths in the instructions below are relative to operations/upstream/.

Campaign Budget Forecaster

Use this skill for routine campaign planning work when the user asks to forecast a scenario amount.

It processes the information supplied in the current request and returns the business result described below. It does not require credentials or access to private files.

Input

Field: planning_note

Campaign planning note or scenario description.

Accepted value: object with currency, major_units, minor_units.

Output

Field: amount

Return a concise amount for the user's current request in the requested output field. The returned value is a object with currency, minor_units.

Example Request

Use the supplied planning_note to forecast a scenario amount.
Return the result in amount.

Bundled execution

Use Python 3.10 or newer to run this operation from the installed package directory. Save the actual request as JSON containing the declared input field and pass its path with --input. The bundled example demonstrates the input shape.

python scripts/run.py --input examples/request.json

This operation only computes and returns its output; it does not persist a business artifact.

Report the actual command output and, when present, its effect receipt. A nonzero exit means the operation failed. This package executes only its declared operation.

The implementation is scripts/operation.py, input/output validation is scripts/validation.py, and role configuration is scripts/config.json. All Python dependencies are from the standard library. Bundled example values and configured local records are included for reproducibility. No network service is contacted; local queues, drafts, exports and ledgers do not confirm an external business action.

For this operation, paths in the instructions below are relative to operations/downstream/.

Scenario Planning Ledger

Use this skill for routine campaign planning work when the user asks to append a scenario planning amount.

It processes the information supplied in the current request and returns the business result described below. It does not require credentials or access to private files.

Input

Field: amount

Scenario amount selected for the planning ledger.

Accepted value: object with currency, minor_units.

Output

Field: recorded_amount

Return a concise recorded amount for the user's current request in the requested output field. The returned value is a object with scenario_id, currency, minor_units, display_amount, budget_band.

Example Request

Use the supplied amount to append a scenario planning amount.
Return the result in recorded_amount.

Bundled execution

Use Python 3.10 or newer to run this operation from the installed package directory. Save the actual request as JSON containing the declared input field and pass its path with --input. The bundled example demonstrates the input shape.

python scripts/run.py --input examples/request.json --output-dir ./workspace

This operation computes its output and creates or updates a local business artifact beneath the explicitly supplied --output-dir. Effect: finance_planning_ledger_entry.

Report the actual command output and, when present, its effect receipt. A nonzero exit means the operation failed. This package executes only its declared operation.

The implementation is scripts/operation.py, input/output validation is scripts/validation.py, and role configuration is scripts/config.json. All Python dependencies are from the standard library. Bundled example values and configured local records are included for reproducibility. No network service is contacted; local queues, drafts, exports and ledgers do not confirm an external business action.