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LLM Skill Refactoring
Development
Refactor oversized LLM skills into smaller, specialized, independently invocable skills while preserving full capability coverage. Uses domain analysis, dependency mapping, and parity validation.
High-quality Git commits
Development
Analyzes changes, runs relevant code-quality agents, and creates well-structured logical Git commits following project conventions.
Structured Investigation
Development
Creates a dated investigation folder under scratch/ with a README to guide empirical research. Helps trace code paths, document system architecture, investigate bugs, explore technical feasibility, or research design options. Intended for complex multi-step investigations, not simple questions.
CUDA Index Width in PyTorch
Development
Choose 32-bit vs 64-bit index math in PyTorch CUDA kernels. Fix large-tensor indexing overflows using canUse32BitIndexMath and related utilities.
WebF Controller Manager
Development
Manage WebF controllers with WebFControllerManager: lifecycle, reuse, pre-render, and multi-page WebF integration.
PHPStan Error Resolver
Development
Automatically resolves PHPStan errors by fixing type issues. Loops until zero errors or stagnation.
Global Conventions
Development
Follow project-wide development conventions: project structure, documentation, version control, environment variables, and dependency management.
Before-After Screenshot Capture
Development
Capture before/after screenshots of web pages or elements to visually compare UI changes. Supports URLs or local images, viewport presets, and markdown upload for PR integration.
Create Agent Skill
Development
Create and scaffold new agent skills for GitHub Copilot, generating SKILL.md with frontmatter and directory structure.
Replit SDK Patterns
Development
Production-ready patterns for Replit SDK integration in TypeScript and Python. Implement singleton, error handling, and retry logic for robust SDK usage.
Pull Request Review
Development
Performs comprehensive PR review with contributor detection and adaptive tone, then provides interactive actions to approve, request changes, merge, or close.
Git Sync with Rebase
Development
Syncs your local branch with the remote repository by fetching changes and using `git pull --rebase`. This avoids merge commits and keeps a linear history. Helpful when you want to integrate upstream changes before pushing your own work.