Desenvolvimento

Post-debugging knowledge extraction — captures non-obvious, codebase-specific learnings that pass quality gates. Invoke after resolving tricky bugs or discovering surprising behavior.

Technical guide for creating a new Galyarder Framework agent adapter. Use when building a new adapter package, adding support for a new AI coding tool (e.g. a new CLI agent, API-based agent, or custom process), or when modifying the adapter system. Covers the required interfaces, module structure, registration points, and conventions derived from the existing claude-local and codex-local adapters.

Refactor large DataRobot skill files by moving detailed content into directly linked reference files while preserving meaning. Use when a skill triggers context-window warnings, needs progressive disclosure, or should be chunked without changing guidance.

Refresh existing research with latest data using swarm orchestration and delta detection. Delegates to the research-orchestrator agent in update mode.

Structured commit trailers — adds Constraint, Rejected, Scope-risk, and Not-tested metadata to commit messages. Captures architectural decisions and known gaps in git history.

Use when legacy prompts or older framework flows reference `using-git-worktrees` and you need the modern runtime to resolve that capability cleanly.

How to use unity-mcp tools effectively — batch_execute for speed, read_console for verification, resource queries for project state, tool organization patterns.

Dead code cleanup and consolidation specialist. Removes unused code, duplicates, and refactors for maintainability.

Technical guide for creating a new Galyarder Framework agent adapter. Use when building a new adapter package, adding support for a new AI coding tool (e.g. a new CLI agent, API-based agent, or custom process), or when modifying the adapter system. Covers the required interfaces, module structure, registration points, and conventions derived from the existing claude-local and codex-local adapters.

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

Analyze GitHub issues, Pull Requests (PRs), Discussions, and repo vitality for an Open Source Software (OSS) project. For any specific item, casts a wide net — finds and lists all related open and closed issues/PRs/discussions, explicitly flags duplicates. Summarizes long threads, extracts reproduction steps, and generates repo vitality stats. Uses gh Command Line Interface (CLI) for GitHub Applic

Generate test report. Use when user says \"test report\", \"results summary\", \"test status\", \"show results\", \"test dashboard\", or \"how did tests go\".