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Add Feature with Self-Testing Loop
Development
Implement a new feature and iterate through tests until all pass with 100% success rate.
GitHub Expert
Development
Operational guide for all GitHub work on the Calculadora BMC repository: branches, commits, PRs, CI workflows, review process, labels, and merge policy.
Outline Open-Source Knowledge Base and Wiki
Documentation
Outline is a fast, collaborative open-source knowledge base for teams built with React and Node.js, offering real-time editing and Markdown support.
shadcn/ui Component Management
Development
Manage shadcn/ui components: add, search, fix, debug, style, and compose UI, including chat interfaces. Provides project context, docs, and examples.
Independent Validation
Testing
Independently judge whether a finished change is proven against acceptance criteria, and optionally persist a verdict.
Complete and Archive Milestone
Development
Archive a completed milestone, update roadmap and requirements, and prepare for the next version following the GSD workflow.
MLOps Engineer
Data & AI
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.
TypeScript Advanced Types
Development
Master TypeScript's advanced type system: generics, conditional types, mapped types, template literal types, and utility types for building type-safe applications.
Tech Article Quiz Generator
Content
Generates 3-5 multiple-choice questions in YAML format from technical articles to test readers' comprehension. Accepts URLs, markdown, text, or file paths.
Ship Pipeline
Development
Ship pipeline — review a worktree change to convergence, then atomic commit, push, PR, address review, squash-merge, ff-only sync, cleanup.
Async SQLAlchemy Patterns for FastAPI
Development
Implement async SQLAlchemy 2.0+ with session management, connection pooling, Alembic migrations, and query optimization.
Write Like Paul Graham
Content
Write essays, articles, and blog posts in Paul Graham's voice — plain, spoken prose that reasons out loud and lands surprising true claims, not AI filler.