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Grant Proposal Writing
Content
Produces structured grant proposals aligned with funder priorities, including project summary, rationale, methodology, impact, and budget narrative.
QA Pull Request Validator
Testing
Runs QA validation on a pull request by booting the local environment, testing acceptance criteria, and optionally posting the report as a PR comment.
Hugo Template Guidance
Development
Guidance for using this Hugo Extended theme: adding pages, managing content, configuration, partials, styling with Tailwind v4 or Bootstrap 5.
GitHub CI Automation
DevOps
Configures and manages GitHub Actions workflows, automated releases via Changesets, Husky hooks, and CI troubleshooting.
Authoring Enterprise Skills
Development
Guides creation of Tier-5 enterprise skills following the Linux Foundation agent-spec standard.
Social Media Review
Content
Review social media copy for blog posts, following editorial principles and platform-specific rules. Repair or draft copy as needed.
CUDA Index Width in PyTorch
Development
Fix large-tensor indexing overflows in PyTorch CUDA kernels. Choose between 32-bit and 64-bit index math using canonical utilities like canUse32BitIndexMath and AT_DISPATCH_INDEX_TYPES.
Initialize Ruflo Project
Development
Initialize a new Ruflo project with MCP tools, hooks, and agent configuration. Use when setting up Ruflo in a fresh repo.
VitePress Source Tutorial Generator
Documentation
Automatically generates a VitePress documentation site for learning source code, explaining how a codebase is implemented. Useful for analyzing projects, understanding internal architecture, and navigating modules.
TypeScript Advanced Types
Development
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
Branch PR Creation
Development
Create gentle AI pull requests with issue-first checks, approved issue linkage, and required labels.
VideoDB: Video & Audio SDK
Development
Analyze, index, and edit video & audio. Capture, transcode, search, and generate subtitles, summaries, and real-time alerts.