AI-агент — эксперт-оркестратор разработки по методологии Atomic Spec. Декомпозирует задачу на атомы (spec.md), переключается между ролями Аналитик → Разработчик → Тестировщик, валидирует артефакты на каждом gate перед передачей следующей роли, ведёт git по…
Use when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation. Triggers on "deep research", "comprehensive analysis", "research report", "compare X vs Y", "analyze trends", or "state of the art".…
Run static analysis on Common Lisp projects with the Mallet command-line linter. Use when reviewing, diagnosing, or fixing lint findings in `.lisp` or `.asd` files; when establishing a lint baseline; or when verifying that Common Lisp changes leave no…
Use when writing new or large Common Lisp code where subtle library or language gotchas are likely — event-emitter argument order, parenthesis imbalance in a big file, or a defmethod whose specializers may silently collide with one in a dependency. Also apply…
Use when ASDF fasl cache is stale and build tools (build-docs, qlot exec sbcl, etc.) do not pick up source changes — typically after modifying docstrings, adding defgeneric forms, or renaming exported symbols. Apply when recompilation shows no effect or…
Use when defining CLOS classes and their constructors in Common Lisp, adding an optional slot to an existing class, or converting a defstruct to a defclass — especially when writing a make-<name> constructor that hides make-instance.
Use when encoding or decoding JSON, building dictionary/map data, or choosing between hash-tables, alists, and plists in Common Lisp — especially with YASON or serapeum:dict, or when a JSON null check via (null ...) returns the wrong answer.
Use when adding or changing log calls in a Common Lisp project that uses log4cl (the LOG package), when compilation fails with "Package LOG does not exist" in an ASDF package-inferred system, or when a log:info call with a path or tilde crashes or garbles at…