khaneliman/khanelinix

Design and audit portable AI-tool configuration.

Sketch types and module structure before implementation.

Parallel candidates, base selection, and grafting.

Build, debug, and validate native Bevy applications.

Find what a change could break beyond the diff.

Build and debug playable HTML and JavaScript games.

Reproduce, minimize, and establish software bug causes.

Principles for lean, verified agentic work.

Run routine software changes through a complete lifecycle.

Design an auditable playbook when no narrower one fits.

Create distinctive production-grade frontend interfaces.

Git history and change-stack workflows.

Work with GitHub issues, pull requests, reviews, and checks.

Explain how a subsystem works from codebase exploration.

Multi-model adversarial review from independent angles.

Work with Jujutsu history and hunk-level changes.

Build and maintain Neovim Lua plugins.

Build MCP servers for external APIs and services.

Diagnose and refactor cross-language memory problems.

Diagnose Nix builds, closures, flakes, and evaluation.

Persist durable cross-provider project and user knowledge.

Measure and diagnose performance with reproducible evidence.

Persist task plans for long-running work.

Rebuild recent working context into a current-state brief.

Resolve material product choices through bounded questions.

Research external questions with cited primary sources.

Build and maintain Rust crates, services, and CLIs.

Inspect, summarize, and partition SARIF reports.

Review repositories for explicit security requests.

Reviewable decision trail for long-running work.

Create and update portable agent skills.

Evaluate software architecture and plan large changes.

Implement behavior through a red-green-refactor loop.

Write and review concise technical prose.

TypeScript best practices for edits.

Remove AI writing patterns from prose.

Create or audit deterministic verification surfaces.

Investigate motivation and design rationale behind code.

Write maintainable Nix expressions and modules.