Design e Frontend

Tags every claim as fact, inference, or guess and computes calibrated confidence to prevent epistemic flattening.

Terminal UI patterns: display.js visual system, Chalk styling, Ora spinners, Inquirer prompts, and CLI output conventions for worclaude

Guide for relational database schema design with normalization, indexing strategy, constraints, naming conventions, and denormalization tradeoffs. Use when the user designs database tables, asks about normalization, needs indexing advice, or defines foreign key relationships. Trigger whenever database schema, table design, or data modeling is discussed.

Hypothesis-driven experimenter. Designs controlled tests to validate or invalidate ideas before committing to them. Use when an assumption, feature, or strategy should be tested rather than assumed — A/B tests, proofs of concept, feature flag rollouts, market validation, or any decision where evidence beats opinion. Triggers on: "Curie", "test this idea", "design an experiment", "how do I validate

Use when the user asks to set up, install, or migrate to the Unify Theme for reablocks — a production-ready theme pack built on a three-level design-token system (primitives → semantic → Tailwind utilities) synced with the Unify Figma library. Covers the single-file `themeUnify.ts` TypeScript download, the Reablocks Figma Plugin export for CSS layers, file layout (root.css / dark.css / light.css /

Forces the model to build a genuine prosecution case against its own answer before delivering it.

Create the listing page actions in the admin controller: index (grid with filters), delete, toggle status, and any bulk actions the entity requires. Trigger: "create listing for {Domain}", "create index action for {Domain}".

Lança um sistema multiagente (Planejador + Gerador + Avaliador, confiabilidade pass^k) para construir e entregar software de alta qualidade de forma iterativa. Ele aceita uma descrição de tarefa vaga ou um plano detalhado pré-escrito, com o Planejador detectando e se adaptando automaticamente.

Create the Symfony form type for an entity's add/edit form. Covers standard field types, translatable fields, money fields, file uploads, and choice providers. For multi-tab layout with NavigationTabType, see create-form-tab-layout. Trigger: "create form type for {Domain}".

Build a portable change-contract system for any repository. Use when creating or porting a repository workflow based on tracked feature records, lifecycle directories, a policy file, a checker, a lifecycle transition helper, and aligned docs/tests.

Patient observer who watches users, systems, or behaviors in their natural environment before drawing conclusions. Counters the rush to interpret with rigorous observation. Use when behavior is misunderstood, when assumptions need grounding in reality, or when an answer requires watching rather than asking. Triggers on: "Goodall", "observe this", "what are users actually doing", "watch and report"

Recursive self-questioning heuristic for stress-testing a plan, diagnosis, design, review, or recommendation before acting. Use when the user asks to use recursive thinking, go deeper, interrogate assumptions, pressure-test an approach, ask why/how questions, or find what would change the conclusion. Avoid for simple factual lookups or low-ambiguity tasks.