Systematic code refactoring to improve maintainability without changing behavior. Use when asked to "refactor this", "clean up this code", "improve code quality", "simplify this", "reduce complexity", or "eliminate code smells". Always preserves existing behavior.
Evaluate a repository's readiness for AI-assisted development across 4 axes: code understanding, dependency restore, build success, and test execution. Use when onboarding to a new repo, assessing CI readiness, or validating that an AI agent can work effectively in a codebase.
Pattern-aware code scaffolding that detects existing conventions and generates new components matching the codebase style. Use when asked to "scaffold a component", "generate boilerplate", "create a new module", "bootstrap a service", "add a new endpoint", "create a new controller", or "add a new feature module".…
Deep structural analysis of a codebase—dependency mapping, architecture boundary detection, coupling/cohesion scoring, and dead code discovery. Use when asked to "analyze codebase structure", "map dependencies", "find dead code", "architecture analysis", "coupling analysis", "trace dependencies", or "understand this…
Systematic technical debt inventory and prioritization. Use when asked to "find tech debt", "show me the TODOs", "how healthy is this codebase", "what should we fix first", "find code smells", "audit code quality", or "identify hotspots". Scans code markers, analyzes git history, checks dependencies, and produces a…
Analyze test code quality to detect coverage-only tests, test smells, and low-value assertions. Use when asked to "analyze test quality", "find coverage-only tests", "audit our tests", "are these tests valuable", "find test smells", or "which tests should we delete". Scores tests 1-5 on real value and produces…
Generate an executive organization brief (leadership chain, direct reports, extended teams, and vendor partners) for a target person. Produces a Word + PDF report from a directory MCP source (WorkIQ is the reference implementation) and displays it in a Copilot canvas. Triggers on "generate org report for X", "build…
Test harness for validating converter outputs with 284 assertions across all converter muscles.
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originalMIT
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