name	software-implementation
description	Use to implement an approved bounded software task when no more specialised frontend, data, API, automation or AI-agent implementation skill applies. Do not use before requirements and acceptance are sufficiently clear.

Software Implementation

Read the approved task, acceptance criteria and current code.
Reproduce the current behaviour or defect where applicable.
Select the smallest correct change.
Preserve established architecture, conventions and working behaviour.
Add validation, error handling, permissions and observability required by the task.
Write or update tests before claiming completion.
Keep the diff surgical and avoid unrelated refactoring.
Run relevant static, unit, integration and regression checks.
Record trade-offs, migration or rollback where material.
Leave a precise handoff.

Prefer specialised implementation skills whenever the task clearly belongs to frontend, data, API, automation or AI-agent engineering.

name	software-implementation
description	Use to implement an approved bounded software task when no more specialised frontend, data, API, automation or AI-agent implementation skill applies. Do not use before requirements and acceptance are sufficiently clear.

Read the approved task, acceptance criteria and current code.
Reproduce the current behaviour or defect where applicable.
Select the smallest correct change.
Preserve established architecture, conventions and working behaviour.
Add validation, error handling, permissions and observability required by the task.
Write or update tests before claiming completion.
Keep the diff surgical and avoid unrelated refactoring.
Run relevant static, unit, integration and regression checks.
Record trade-offs, migration or rollback where material.
Leave a precise handoff.

Prefer specialised implementation skills whenever the task clearly belongs to frontend, data, API, automation or AI-agent engineering.

software-implementation