yeaight7

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Use when reproducing, isolating, and fixing a bug with the smallest safe change.

Use when adding or reviewing data quality tests for dbt models in warehouse-backed analytics projects. Covers dbt generic tests, singular tests (assert_*.sql), accepted-values macros, dbt_utils patterns, cross-system consistency tests, and warehouse-oriented validation. Use when writing data tests, creating assert_*.sql files, testing business logic, or validating referential integrity.

Use when evaluating prompts, LLM outputs, red-team suites, or model behavior with local eval configs and safe provider/cost controls.

Use when evaluating prompts, LLM outputs, red-team suites, or model behavior with local eval configs and safe provider/cost controls.

Use when creating or modifying dimensional dbt models in warehouse-backed analytics projects. Covers a four-layer warehouse architecture (sources/staging/core/marts), naming conventions, no-alias SQL rule, surrogate-key and missing-record patterns, incremental strategies, deduplication, and common project macros. Use when building fact tables, dimension tables, staging models, writing SQL, or desi

Use when reviewing code (or your own plan) to allocate attention based on the danger of the change.

Use when triaging pull requests, stale branches, or review bottlenecks and you need the most relevant actions and merge risks from the freshest repository state available.

Transforma commits, PRs ou diffs em notas de lançamento para usuários ou um changelog interno, com modos para detecção de mudanças que quebram a compatibilidade.

Design agent tool sets with stable names, narrow schemas, deterministic output shapes, and explicit error paths. No catch-all tools unless unavoidable.

Use ao projetar, executar, depurar ou fortalecer suítes de avaliação determinísticas para habilidades de agente, prompts, fluxos de trabalho de ferramentas ou casos suportados por MCP.

Check existing repo capability, external libraries, MCP options, and maintenance risk before writing custom code. Decide adopt/wrap/build with explicit criteria.