implementing-specs

Automating specification implementation involves orchestrating distinct workflow phases like INIT, PLAN, EXECUTE, VERIFY, and PUBLISH. This skill coordinates subagents for issue implementation and handles GitHub PR management to deliver a complete, verifiable feature pull request.

TDD and LLM verification work together by enforcing test-driven development during the EXECUTE phase and performing LLM-based compliance audits during the VERIFY phase. This ensures the executed code strictly aligns with the original specification requirements.

You can recover an interrupted workflow using built-in session checkpointing and recovery mechanisms. This robust recovery feature saves progress at each quality gate, allowing you to resume the specification implementation seamlessly without restarting.

The best way to orchestrate subagents is by leveraging modular skill integration during the PLAN phase. It automatically breaks the specification into discrete tasks and dispatches subagents to execute them, avoiding code duplication while maintaining workflow gates.

You do not need to manually invoke existing skills because this orchestrator automatically coordinates modular skills like writing-plans and implementing-issue. It integrates them seamlessly to manage the entire lifecycle from planning to final PR.