iikit-07-implement

Automating feature implementation from a tasks.md file involves translating task definitions into concrete source files and test scaffolding, then running the test suite to validate outputs against constitutional rules. This ensures correct, auditable progress through the coding phase.

Tasks.md to source code automation with TDD alignment works by writing source files alongside test scaffolding, executing the test suite, and checking assertion integrity to validate that outputs meet constitutional principles before progressing.

To run automated coding and test validation tasks, you need bash, git, jq, pwsh, node, and python3 installed in your environment to support prerequisite checks, artifact validation, and script execution across the implementation workflow.

Yes, you can resume a partially completed implementation if test execution fails. The workflow coordinates prerequisite checks and artifact validation, allowing you to restart coding from the task list and re-run tests to enforce constitution-driven writes.

Constitution-driven code generation is the process of enforcing predefined constitutional rules and principles during source file creation and test validation. It is needed when you require auditable, correct progress through the feature implementation phase.