implement

Automated GitHub issue implementation coordinates branching, linting, local development loops, and pull request creation through GitHub CLI. It enforces repository-specific commit conventions and testing gates, producing a fully verified PR ready for maintainer review.

An automated dev loop orchestrates the entire implementation process for a claimed issue, including branch creation, linting, verification, and second-model review. It ensures every PR meets repository-specific quality standards before reaching maintainer review.

Gate enforcement automatically runs repository-specific checks such as linting, CI, and definition-of-done validation before PR creation. This ensures code quality standards are met deterministically, preventing unverified code from reaching the review stage.

GitHub CLI integration enables deterministic task execution including branch management, gate verification, and automated PR lifecycle tracking. It manages transitions from draft to ready-for-review status by tracking checks and settling deferred findings.

Automated issue implementation enforces strict adherence to repository-specific commit conventions and testing standards. It applies these gates during local development loops, ensuring every PR meets project-specific requirements before submission.

Gate verification fails when repository-specific checks such as linting, CI, or definition-of-done validation detect issues during the development loop. The automated workflow blocks PR creation until all gates pass, ensuring only verified code reaches review.