flashinfer-submission-tagger

Automate versioning, topology validation, and git tagging for FlashInfer contest submissions.

19|2|Updated May 14, 2026

Search Tags:#automation #git #versioning #cuda #submission #flashinfer

Ready to run

npx skills add https://github.com/syhya/mlsys26-flashinfer-contest --skill flashinfer-submission-tagger

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: flashinfer-submission-tagger
Source: https://github.com/syhya/mlsys26-flashinfer-contest/tree/main/agent-assisted/skills/flashinfer-submission-tagger
Command: npx skills add https://github.com/syhya/mlsys26-flashinfer-contest --skill flashinfer-submission-tagger

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tomli, and includes scripts (resource) components.

What problem does it solve?

This skill prevents submission errors by automating the versioning, validation, and deployment of FlashInfer contest kernels, ensuring that only valid, well-structured code is tagged and pushed to the repository.

Core Features & Use Cases

Topology Validation: Automatically enforces strict directory layouts for config.toml files to prevent empty or invalid submissions.
Deterministic Versioning: Computes the next submission-vN tag based on existing repository history.
Safe Deployment: Coordinates the staging, committing, and pushing of submission tags while ensuring metadata consistency across the repository.

Quick Start

Use the flashinfer-submission-tagger skill to validate the current repository topology and create the next submission tag.

Frequently Asked Questions about flashinfer-submission-tagger

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate git tagging for FlashInfer contest submissions?▼

Automating FlashInfer contest submission tagging requires computing the next submission-vN tag from existing repository history, validating topology, and pushing the tag via a Python 3 script.

What is FlashInfer submission topology validation and why is it needed?▼

FlashInfer submission topology validation enforces strict directory layouts for config.toml files to prevent empty or invalid contest submissions from being committed and pushed to the repository.

How do I compute the next deterministic version tag for a CUDA kernel submission?▼

Computing the next deterministic version tag for CUDA kernel submissions involves analyzing existing repository history to automatically determine and apply the next sequential submission-vN tag.

Do I need Python 3 and git to validate FlashInfer submission directory layouts?▼

Yes, executing FlashInfer submission topology checks and repository metadata updates requires Python 3 and git to run the staging, committing, and pushing of submission tags.

Can I use this to stage and push config.toml files for FlashInfer kernels safely?▼

Yes, this coordinates safe deployment by staging, committing, and pushing submission tags while ensuring metadata consistency across the repository for FlashInfer CUDA kernel development.

What happens if my FlashInfer contest submission directory structure is invalid?▼

Invalid FlashInfer contest submission directory structures are blocked by topology validation, which checks config.toml file layouts to ensure only well-structured code is tagged and pushed.