Desenvolvimento

Autonomous task implementation workflow — implement, test, review, commit for each task in the frontier

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typechecking/testing.

Internal token optimization for Forge agent artifacts (handoff notes, artifact summaries, review notes). NOT exposed as a user-facing /caveman command.

Interactive spec generation — turn ideas into concrete specs with R-numbered requirements and testable acceptance criteria

SageOx team context and session recording for AI coworkers. Use when working in a repository that has .sageox/ initialized, when you need team conventions, or when recording coding sessions to a shared ledger.

Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.

Behavioral guardrails for Forge agents based on Andrej Karpathy's principles — prevents over-engineering, silent assumptions, scope creep, and unfocused execution

Trace runtime bugs back to spec gaps — identify missing acceptance criteria, update specs, generate regression tests, and detect patterns

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

Hackathon-native multiplayer collaboration mode -- brain-dump together, claim tasks across machines, flag decisions async. Drives the subcommands of /forge:collaborate.