mlsys26-flashinfer-contest

Agent-assisted and full-agent reproducibility package for MLSys 2026 FlashInfer AI Kernel Generation Contest submissions: kernels, agent workflows, skills, configs, writeup, benchmark artifacts, and full optimization records.

View on GitHub

23 GitHub stars (23)

+1 in 16 days

Stars gained per day · daily snapshots since Sep 30

Stars gained between daily snapshots
Period	New stars
Oct 1	0
Oct 2	0
Oct 3	0
Oct 4	0
Oct 5	0
Oct 6	0
Oct 7	0
Oct 8	0
Oct 9	0
Oct 10	0
Oct 11	0
Oct 12	0
Oct 13	+1
Oct 14	0
Oct 15	0
Oct 16	0

5 skills (5 skills found in its SKILL.md files)
2 forks (2 forks)
2mo ago last update (Last updated 2mo ago)

Install

Skills CLI

npx skills add syhya/mlsys26-flashinfer-contest

Asks which skills and agents to install. Just one: npx skills add syhya/mlsys26-flashinfer-contest --skill flashinfer-b200-contest-optimizer — add -g for every project.

Claude Code

git clone https://github.com/syhya/mlsys26-flashinfer-contestcp -r "mlsys26-flashinfer-contest/agent-assisted/skills/flashinfer-b200-contest-optimizer" ~/.claude/skills/

Copies the flashinfer-b200-contest-optimizer skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add syhya/mlsys26-flashinfer-contest

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

flashinfer-b200-contest-optimizer

Optimize MLSYS26 FlashInfer contest operators for NVIDIA B200/Blackwell with a reference-first workflow. Use when tasks require refreshing only the current project's local `reference/` git repos before optimization, searching high-quality official repos when local references are insufficient, deriving workload regimes from contest JSONL, running paired-baseline local gates, exploring 2-3 represen…
agent-assisted/skills/flashinfer-b200-contest-optimizer/SKILL.md on GitHub (opens in a new tab)
flashinfer-submission-tagger

Create and push FlashInfer contest submission tags such as `submission-v3` in a git repository. Use when the user asks to "tag your submission", "create a submission tag", "push the latest submission tag", or prepare a FlashInfer contest repo so the evaluator will use the latest tagged commit. Always validate `config.toml` topology before committing or tagging, especially for multi-definition rep…
agent-assisted/skills/flashinfer-submission-tagger/SKILL.md on GitHub (opens in a new tab)
code-analysis

Code review and debugging assistant. Identifies bugs, performance issues, security vulnerabilities, and suggests optimizations.
full-agent/dsa/agent/.agents/skills/code-analysis/SKILL.md on GitHub (opens in a new tab)
file-processing

Data file processing utilities for CSV, JSON, and text files. Provides helpers for reading, transforming, and validating structured data.
full-agent/dsa/agent/.agents/skills/file-processing/SKILL.md on GitHub (opens in a new tab)
skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
full-agent/dsa/agent/.agents/skills/skill-creator/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.

Encoders & Decoders

Hash Generators

Code Formatters

HTML Tools

JavaScript Tools

Network Tools

Database Tools

Development Tools

Miscellaneous Tools

mlsys26-flashinfer-contest