Implement an approved feature specification. Triggered by a routine when a spec PR is merged with the `ai:implement` label (per ADR 057), or by a human asking "implement SPEC-NNN" interactively. Follows the spec's implementation order using TDD, logs deviations, runs the full verification suite, opens an implementation PR with label `ai:done`, and closes out the spec with post-implementation notes and tech debt capture.