Batch, validate, and consolidate open Dependabot pull requests for memory-service. Use when asked to inspect the Dependabot queue, verify dependency PRs efficiently, reproduce dependency-update CI failures, combine compatible dependency PRs, or create a validated consolidated dependency PR.
Implement or review Memory Service backend operational logging. Use for REST or gRPC boundaries, provider errors, error wrapping, background workers and task attempts, indexers and maintenance jobs, SSE or gRPC streams, request correlation, and changes under internal/operationevent.
Prepare Memory Service changes for pull request submission. Use whenever Codex is asked to create, open, submit, publish, or ready a pull request, or to perform final PR preflight. Require `task generate` before the final PR commit so generated sources and repository-wide formatting are included.
Use when writing or debugging tests for memory-service. Covers Cucumber BDD patterns and failure reporting.
Use when you need build, test, or dev commands for memory-service across Go, Java, frontend, or Python modules.
Use when writing or editing enhancement documents in docs/enhancements/. Provides format, conventions, and numbering guidance.
Use when making changes to the OpenAPI contract. Workflow for updating spec and regenerating clients.
Review and edit Go code that uses GORM, especially under `internal/plugin/store/postgres` and `internal/plugin/store/sqlite` or any query path where missing rows may be expected. Use this skill when choosing between `Take`/`First`/`Last` and `Find`, and when you need patterns that avoid noisy `record not found` logs by treating expected absence with `Limit(1).Find(...)` plus `RowsAffected`.