Use when a WCBS plan, remediation backlog, migration, release, or multi-slice engineering objective has dependent work that requires requirement-to-node traceability, topology validation, READY-frontier scheduling, or evidence-backed node locking. Also…
Use when the task involves any build, fix, audit, debug, optimization, release, verification, prompt, skill, or agent-design task. Activates the APIVR lifecycle and Elite Build Goals guardrails from this repository before task-specific work.
Use when a build, fix, plan, audit, skill, agent, or pipeline has more than one viable design and the agent must choose the simplest safe option or challenge unjustified complexity.
Use when the task involves code review, PR review, implementation audit, specialist review passes, review-army dispatch, security/performance/testing/API/data/migration/maintainability review, scope-drift detection, and APIVR Phase 4 Audit Implementation…
Use when a user asks to create a feature, change behavior, design a workflow, or build a product and the desired design has not been explicitly approved. Clarifies intent one question at a time before implementation.
Use when designing, auditing, or implementing dashboards, exports, recurring reports, analytics outputs, CSV/PDF/spreadsheet artifacts, API reporting endpoints, notification reports, audit ledgers, compliance reports, or business outcome reporting.
Use when choosing, auditing, changing, deploying, migrating, or troubleshooting hosting, deployment environments, cloud tiers, preview/staging/production setup, persistent versus ephemeral workloads, infrastructure cost, rollback, scaling, or runtime…
Use when changes affect developer experience, setup, commands, documentation, README files, examples, onboarding, API docs, release notes, handoffs, or maintainability of instructions. Reviews docs for accuracy, discoverability, task fit, redaction, and APIVR…